Furniture Finishers

O*NET occupational profile highlights｜The official scope of O*NET-SOC 51-7021.00 “Furniture Finishers” is: Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to specified color or finish. Of the 22 tasks given in the occupational profile, 13 are core tasks: apply finishing materials such as paint and oil and stain and wax into the wood grain and coat with varnish or other sealers by brushing and spraying or hand rubbing; fill and level cracks or depressions and remove marks and blemishes and repair broken parts with plastic or wood putty and glue and nails and screws; sand and shape and finish surfaces with sandpaper and pumice and steel wool and chisels and sanders or polishers to prepare for finishing; remove fittings and mask parts that should not contact the finishing process or materials before finishing; remove old finish layers and damaged or deteriorated parts with hand tools and stripping tools and sandpaper and steel wool and abrasives and solvents or dipping; treat warped or stained surfaces to restore the original contours and original color; select suitable finishing materials such as paint and stain and varnish and shellac or lacquer according to factors such as wood hardness and surface type; mix finishing materials to obtain the desired color or shade; remove excess solvent with a cloth soaked in thinner; examine furniture to determine the degree of damage or deterioration and decide on the best repair or restoration approach; create a distressed surface with woodworking tools or abrasives before staining to form an antique appearance, or rub the surface to highlight highlights and shading; restore the original appearance of old pieces or decorate new ones with stenciling and gilding and embossing and branding and painted patterns or borders; disassemble furniture with hand tools to prepare for finishing. There are another 9 supplemental tasks: communicate with customers to determine furniture color or finish; recommend wood and color and finish and furniture style based on knowledge of wood products and fashion and styles; clean surfaces to prepare for finishing; make specified designs according to drawings; finish metal surfaces with a spray gun or other coating equipment or electrostatic means; replace or refurbish upholstery with nails and glue and softeners and solvents and stains or polishes; design and make and decorate an entire piece of furniture or specific parts such as drawers; apply wood-grain ink to metal parts to simulate a wood-grain finish; brush wood surfaces with bleach to restore the natural color.

Communication｜Face-to-face discussions (48% every day, 18% never), telephone use (14% every day, 14% at least monthly but not weekly, 68% never). Contact intensity｜Continuous contact with others (38% continuous contact, 19% contact most of the time), physical proximity slightly close (37% shared-space slightly close). Team and collaboration｜Working with a work group or team is extremely important (38%). Decision-making and autonomy｜Freedom to make decisions without supervision is “some” (44%) or “a lot” (28%), and freedom to set tasks and priorities and goals is “limited” (49%) or “some” (16%). Precision and consequences｜Must be very precise or highly accurate “extremely important” (46%) and “very important” (30%), consequences of error “fairly serious” (51%) or “extremely serious” (11%). Environment and exposure｜Work indoors not environmentally controlled every day (60%), exposed to contaminants every day (81%), exposed to hazardous conditions every day (65%), exposed to hazardous equipment every day (22%). Health and protection｜Wear common protective or safety equipment every day (93%). Physical and pace｜Stand continuously or almost continuously (67%), use hands to operate and control and sense objects and tools and controls continuously or almost continuously (88%), make repetitive motions continuously or almost continuously (21%) or more than half the time (34%). Time and scheduling｜Time pressure from strict deadlines (33% every day, 40% at least weekly but not daily), competition level “moderate competition” (49%), work schedule fixed and regular (75%). The above are respondent work-context options, not accident rates, individual doses, or hiring requirements; 75% regular schedule does not mean there are no night shifts or overtime, and the questionnaire about work automation does not mean AI adoption.

Handle according to customer requirements and workpiece condition; report risks first.

U.S. 2025 national OEWS employee annual wages at the 10th/25th/50th/75th/90th percentiles are 32,160/37,670/44,540/49,730/61,020 USD, hourly wages 15.46/18.11/21.41/23.91/29.34 USD. U.S. BLS51-7021 for this occupation: 2025 employment 15.9 thousand, 2035 projected 15.3 thousand, 2025—2035 growth -3.5%, net decrease 0.6 thousand, average annual openings 1.5 thousand; self-employed 9.7% in the base period. Annual openings include needs from people transferring out and exiting, not a ten-year total, net new additions, or actual hiring. OEWS employee wages and EP including self-employed employment are presented separately.

Verify requirements → verify workpiece → verify materials → process per procedure → inspect and record → hand over pending items

Insufficient evidence: this round did not obtain precise national, city, and employment-type wages and employment for this occupation in China; industry averages are background only, a bounded search does not prove the statistic does not exist, and U.S. or industry values are not used as substitutes.

Work according to equipment and material procedures; report anomalies according to the plan.

U.S. BLS51-7021 for this occupation: 2025 employment 15.9 thousand, 2035 projected 15.3 thousand, 2025—2035 growth -3.5%, net decrease 0.6 thousand, average annual openings 1.5 thousand; self-employed 9.7% in the base period. Annual openings include needs from people transferring out and exiting, not a ten-year total, net new additions, or actual hiring.

Verify authorization → verify protection → verify facilities → identify anomalies → report per plan → hand over status

In China, work involving exposure to occupational disease hazards is subject to verification of training, protection, and occupational health examinations under the Law on the Prevention and Control of Occupational Diseases; in the U.S., the applicable 1910.107 spray finishing standard requires verifying ventilation and ignition source control according to the actual materials and facilities. Whether an old coating is hazardous and whether waste is hazardous must be identified and determined in accordance with the law, and lead content is not determined by smell or by the age of the furniture; customer-identifiable personal data is verified separately under PIPL, while a pure formula is not automatically personal information.

Version and anomaly traceability.

Boundary conclusion｜The core difference between this occupation and adjacent positions lies in “object and output”: this occupation takes furniture and wood products as its object and completes repair and finishing to a specified color or finish, with the output being repaired and finished furniture workpieces and material and process records; carpet installers and floor layers and floor sanders and finishers produce floor materials and floor leveling and surface treatment; tile and stone setters produce tile and stone installation; terrazzo workers and finishers produce terrazzo floor pouring and grinding and polishing; cabinetmakers and bench carpenters produce wooden components and cabinet fabrication and installation; furniture upholsterers produce upholstery and padding and fabric covering. The objects and outputs differ, and the authority for color matching and surface treatment and release and handover cannot be carried over across positions.

Core concept of adjacent positions｜Most positions in the same group and adjacent positions aim to “complete surface treatment and installation to specification and keep quality and safety controllable,” and the difference lies in the object handled and the output: some take furniture and wood product repair and finishing as their object, some take floor and wall material installation and surface treatment as their object, some take wooden components and furniture structure fabrication as their object, and some take upholstery and fabric covering as their object.

Core purpose of this occupation｜Taking customer requirements and workpiece examination results as the object, and within the scope of safety and occupational health and fire protection and institutional authorization, turn furniture finishing into executable repair and finishing results and verifiable records: examination and assessment, disassembly and old-finish removal, repair and sanding, material selection and mixing, finishing and decorating, inspection and handover, so that repair and finishing quality is measurable and conforms to the specified color or finish.

Basis for adjacent objects｜Carpet base installation; 47-2042 resilient and sound-absorbing decorative floor covering blocks, strips, and sheets (excluding carpet, wood flooring, and hard tile); floor sanding and finishing; masonry and stone setting and terrazzo pouring; cabinet wooden components and upholstery covering. Specific drawings, materials, and processes are verified per position and are not automatically mutually recognized.

Main object and basis of this occupation｜The objects are damaged and worn or used furniture and new high-grade furniture, finishing materials and solvents and putty and abrasives, and color code and batch and process records, based on the customer-specified color or finish, material and workpiece examination results, and safety and occupational health and fire protection and hazardous waste and recordkeeping requirements.

Occupational profile｜This occupation shapes, finishes, and refinishes damaged, worn, or used furniture or new high-grade furniture to a specified color or finish: examine furniture to determine the extent of damage and decide on the repair approach; disassemble and clean and use hand tools and stripping tools and sandpaper and abrasives and solvents or dipping to remove old finish layers and damaged parts; fill cracks and depressions and repair broken parts with putty and glue and nails and screws; sand and shape with sandpaper and pumice and chisels and sanders and treat warping and stains; select and mix materials such as paint and stain and varnish and shellac or lacquer according to wood hardness and surface type; apply by brushing and spraying or hand rubbing and distress and highlight light and dark; restore or decorate with stenciling and gilding and embossing and branding and painted patterns; refurbish and replace upholstery and treat special surfaces with bleach or wood-grain ink; communicate with customers to determine color or finish and recommend wood and style; inspect surface quality and deliver and record. Common employers include furniture manufacturing and wood products companies, furniture repair and refinishing workshops, custom and high-grade furniture makers, and building decoration and repair service providers; the work is characterized by long periods of standing and manual and repetitive motions, exposure to dust and solvents and spray, and wearing protective equipment, and the consequences of error are fairly serious; the authority and qualifications for handling old finish layers that may contain lead and other hazardous substances and flammable solvents and hazardous waste disposal are determined by qualified or authorized personnel and institutions and local regulations. Official definition text: Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to specified color or finish.

Adjacent processes｜Carpet cutting and installation; 47-2042 covering material cutting and bonding and flattening and edging; floor sanding and seam filling and finishing; masonry leveling and setting and pointing; terrazzo pouring and grinding; cabinet fabrication and assembly; upholstery cutting and covering.

Core processes of this occupation｜Workpiece examination and damage assessment and confirmation of customer requirements; disassembly and cleaning and old-finish removal; repair of cracks and breakage and warping and stains; selection and mixing of materials and color codes according to wood and surface condition; application and coloring and distressing and decorating; surface quality inspection and handover and recording and anomaly reporting; each step must leave a trace according to the customer-specified effect and institutional procedures and be reviewable by the foreman and the quality and safety departments.

Main outputs of adjacent positions｜Carpet installers and floor layers produce installed floors and edging; floor sanders and finishers produce sanded and finished floors; tile and stone setters produce installed and pointed tile and stone surfaces; terrazzo workers and finishers produce poured and ground and polished terrazzo surfaces; cabinetmakers and bench carpenters produce wooden cabinets and components; furniture upholsterers produce covered upholstered furniture.

Main outputs of this occupation｜Repaired and finished furniture workpieces meeting the specified color or finish; material and color code and batch and mixing records; repair and sanding and shaping records; application and distressing and decorating process records; surface quality inspection and handover records; rework and anomaly and pending-item records.

Responsibility holders for adjacent positions｜Responsibility for positions in the same group and adjacent positions is usually defined by the affiliated institution and process and safety and quality standards and regulatory rules, and the objects of responsibility are mostly the institution and project quality and work safety and customers and the public.

This occupation may, within the scope of the position, select materials, mix colors, repair, and inspect; process changes, handover, hazard identification, and accident handling are verified according to actual duties and statutory conditions and unit authorization, and are not uniformly excluded from the individual or uniformly decided by the competent authority.

Adjacent positions may involve concurrent duties; material substitution, acceptance, and hazardous work authority are verified according to actual duties and statutory qualifications, are not automatically mutually recognized because of adjacency, and are not uniformly without judgment.

Statutory qualifications, training, and unit authorization in China are verified separately; whether special operations are involved must be based on the actual operations catalog and project, and the same certificate cannot be inferred for everyone from the names of furniture spray painting, hazardous chemicals, or hazardous waste. Unit authorization does not replace statutory certificates, and a U.S. occupation code does not confer Chinese qualifications. Equipment and material operation, process changes, and handover are verified according to the specific work order procedures.

Conclusion boundaries for adjacent positions｜Conclusions for positions in the same group and adjacent positions are mostly limited to the level of this process and this workpiece and this batch, and usually do not constitute a final determination of project quality and material safety and compliance; the application of conclusions across trades and institutions and jurisdictions has scope limitations.

Conclusion boundary｜Original workpiece examination, samples, material batches, and inspection follow actual records, and assumptions and estimates are listed separately; process changes, rework, and handover are verified according to the specific position's authorization, suspected hazards are reported according to the plan, and they are not uniformly referred to the competent authority.

Pre-employment verification notes｜The following six items are used to verify one by one before applying and onboarding, to avoid inferring actual duties and authorization from a job title or promotional language; verification results should be based on written recruitment information, employment contracts, job descriptions, and institutional policies, and should be continuously confirmed after onboarding. This page lists verification directions only and does not constitute a formal conditions list for any institution.

Verification point notes｜Similar job titles can differ greatly in duties: some focus on hand sanding and repair, some on spray painting and color mixing, some on upholstery and refinishing, and some on assembly and packaging; different institutions and processes also have different requirements for the authority to change materials and formulas and to release and hand over work.

01 Actual duties of the position and authorization boundaries｜Verify whether the role truly involves examination and repair and sanding and material selection and mixing and application and quality inspection, or is mainly handling and cleaning or packaging assistance; verify the approval path for material and formula changes and workpiece release and rework and handover and anomaly handling, and how overreach and anomalies are suspended and escalated.

Verification point notes｜Sanding and stripping dust, finishing solvents, spray, flammable substances, and compressed air carry safety and occupational health and fire protection requirements, and old finish layers may contain lead and other hazardous substances, for which testing and stripping and disposal are governed by separate provisions.

02 Safety, occupational health, and fire protection requirements｜Verify whether the institution and the position require safety and occupational health training and position qualifications, whether dust and gas and chemical and anti-static protective equipment and ventilation and dust removal and detection are provided and their use enforced, whether there are procedures and emergency arrangements for the spray booth and the paint mixing room and hazardous chemicals and hazardous waste management, whether there are testing and isolation and disposal processes for hazardous substances in old finish layers, and whether there are drills and reporting paths for fire, deflagration, poisoning, and burns.

O*NET newly hired education questionnaire: 61% high school or equivalent, 36% below high school, 3% postsecondary certificate; this is not the education of all practitioners or Chinese hiring stratification; Zone1—2 is a grouping preparation description, and the BLS typical entry for this occupation is high school, no related experience, short-term OJT, which does not equal a fixed individual proficiency duration.

03 Education, training, and qualification requirements｜Verify whether high school or equivalent education and related vocational training are required, whether training in repair and finishing and color mixing and spraying and safety and occupational health is provided, whether position qualifications or on-the-job experience in spraying and hazardous chemicals and confined spaces are required, and the specialized authorization requirements for handling hazardous substances in old finish layers and hazardous waste disposal.

Insufficient evidence: this round did not obtain precise national, city, and employment-type wages and employment for this occupation in China; industry averages are background only, a bounded search does not prove the statistic does not exist, and U.S. or industry values are not used as substitutes. Editorial verification: confirm in writing the working hours, whether overtime and piece rates apply, bonuses and allowances and compensatory leave; a 75% regular schedule does not prove a uniform peak season or income composition.

04 Pay, working hours, and contract terms｜Verify the composition of the offered pay (base wage, piece rate or performance pay and overtime or compensatory leave, provision of protective and labor protection supplies), working hours and peak-season scheduling and overtime arrangements, probation period and assessment terms, and whether allowances and medical examinations for hazardous environments and special working hours are involved.

Verification point notes｜The interface relationships with the foreman and the color mixing and spray painting and sanding and upholstery processes and with customers and the quality and safety departments determine the responsibility boundaries for material and formula changes and workpiece flow and release and handover, and must be clarified in advance.

05 Interface authority with the foreman and processes and customers and the safety department｜Verify the division of labor and handover method with the foreman and the preceding and following processes, the material and color code confirmation process with color mixing and spray painting and sanding personnel, the interface with customers for color and effect confirmation and changes and acceptance, the inspection and rectification and accident reporting paths with the quality and safety departments, and the handover paths for material changes and rework and anomaly handling.

Verification point notes｜The traceability and documentation requirements for materials and color codes and batches and processes and inspection and rework and anomaly records determine how quality is defined and how customer disputes are handled, and the version and revision and archiving and access specifications must be clarified in advance.

06 Records, data, and traceability requirements｜Verify the version and revision and archiving specifications and retention periods and access permissions for customer requirements and color and effect confirmation and change records, workpiece examination and damage assessment and treatment method records, material and color code and batch and mixing and construction process records, surface quality inspection and handover and acceptance records, and rework and anomaly and pending-item records; the approval requirements for the use and external provision of customer information and process formulas and color matching data; and the obligation to provide evidence and cooperate during quality traceability, accident investigation, and regulatory inspection.

Boundary conclusion｜Furniture finishers handle furniture shaping, repair, and finishing; carpet installers install carpet, 47-2042 floor layers install resilient, sound-absorbing, or decorative floor covering blocks, strips, and sheets (excluding carpet, wood flooring, and hard tile), floor sanders and finishers handle floor sanding and finishing, and tile and terrazzo workers handle their respective surfaces. The task objects and outputs differ, and training and actual authority must be verified separately.

Evidence notes｜The comparison of work objects and outputs follows the O*NET occupational definition; concurrent duties are possible and metal furniture and upholstery supplemental tasks are involved, so not all directions are mutually exclusive. The interest notes are editorial suggestions, and qualifications, wages, and employment are verified within each occupation's own scope and are not mutual recognition conclusions.

Preface｜The following comparison is organized in four columns: “career direction — core work and output — key differences — what choice it suits better.” Furniture finishing and floor material installation and surface treatment often connect within the same carpentry and decoration chain, but connection does not mean they can substitute for each other; when choosing across directions, materials, tools, processes, and authorization requirements must be learned anew.

Focus of difference｜This occupation shapes and finishes damaged or newly made high-grade furniture, including metal surface and upholstery supplemental tasks; the five floor directions have different objects and processes, but specific concurrent duties are verified per position, and qualifications or wages are not inferred from task proximity.

Better suited to people willing to stand for long periods doing manual work in an environment with dust and solvent odors, who are patient with color and surface detail, and who can repeatedly verify and rework to the customer-specified effect.

Core work and output: examine furniture and assess damage, disassemble and clean and remove old finish, fill cracks and repair breakage and warping and stains, sand and shape, select and mix finishing materials and color codes, apply and color and distress and decorate, inspect surface quality and hand over and record; the output is furniture workpieces meeting the specified color or finish together with process records.

This occupation: Furniture Finishers

Key difference: carpet installers produce carpet material cutting and installation and edging and base preparation, and their work object is the floor; this occupation takes furniture and wood products as its object, focuses on wood surfaces and color matching and finishing effects, and usually does not take on floor installation duties.

Better suited to people willing to take responsibility for floor base preparation and material cutting and installation and edging; this occupation leans more toward furniture repair and surface finishing and color matching.

Core work and output: base inspection and preparation, carpet cutting and installation and stretching and edging, seaming and fastening and cleaning and delivery; the output is an installed carpet floor.

Carpet Installers

Focus of difference｜47-2042 installs resilient, sound-absorbing, or decorative floor covering blocks, strips, and sheets, excluding carpet, wood flooring, and hard tile; this occupation focuses on furniture shaping and finishing, and specific duties and authorization are verified separately.

Better suited to people willing to take responsibility for floor leveling and material installation and seaming and edging; this occupation leans more toward furniture repair and finishing.

Core work and output: cut and flatten and bond resilient, sound-absorbing, or decorative floor covering blocks, strips, and sheets according to drawings and edge them, producing a floor covering layer; 47-2042 excludes carpet, wood flooring, and hard tile.

Floor Layers, Except Carpet, Wood, and Hard Tiles

Key difference: floor sanders and finishers produce floor sanding and seam treatment and floor finishing, and their processes and equipment are oriented to large floor areas; this occupation takes furniture workpieces as its object, and its processes and equipment are oriented to furniture curves and details and color restoration, and it usually does not take on floor sanding duties.

Better suited to people willing to take responsibility for large-area floor sanding and seam filling and finishing; this occupation leans more toward furniture detail repair and color matching and finishing.

Core work and output: floor sanding and leveling, seam and defect treatment, staining and sealing and topcoat finishing, finished-product protection and delivery; the output is a sanded and finished floor.

Floor Sanders and Finishers

Key difference: tile and stone setters produce the leveling and layout and installation and pointing of tile and stone materials, belonging to hard surface-layer work; this occupation takes furniture and wood products as its object and belongs to fine repair and finishing, and it usually does not take on tile and stone installation duties.

Better suited to people willing to take responsibility for tile and stone surface measurement and layout and installation and pointing; this occupation leans more toward furniture repair and surface finishing.

Core work and output: base preparation and measurement and layout, tile and stone cutting and installation and leveling, pointing and cleaning and finished-product protection; the output is an installed and pointed tile and stone surface.

Tile and Stone Setters

Key difference: terrazzo workers and finishers produce terrazzo batching and pouring and grinding and polishing, belonging to on-site pouring and grinding processes; this occupation takes existing furniture workpieces as its object and focuses on repair and finishing, and it usually does not take on on-site pouring duties.

Better suited to people willing to take responsibility for on-site batching and pouring and grinding and polishing and curing; this occupation leans more toward furniture repair and color matching and finishing.

Core work and output: base preparation and divider strip installation, batching and pouring and compacting and curing, grinding and grout filling and polishing and cleaning; the output is a poured and ground and polished terrazzo surface.

Terrazzo Workers and Finishers

Transition｜This page places adjacent positions side by side by “object and output” to help you judge which kind of carpentry and surface-layer and surface-treatment position you want to invest in long term. Whichever direction you choose, what really determines whether you can take the job is your understanding of materials and processes and safety and occupational health and authorization, your ability to turn repair and finishing into reviewable records, and passing the training and qualifications required by the institution and the competent authorities; the interest questionnaire is only used to raise questions.

New hire and sanding assistance stage

Use tools in auxiliary, rollback-capable steps: organizing material and color code and batch records, querying work orders and drawings and material lists, keeping a ledger of sanding and old-finish removal processes, and querying training and process descriptions; color matching and formula adjustment and quality inspection and release are subject to review by the master or foreman.

Independent finishing position

Use digital tools to draft workpiece and process and material ledgers, color code and formula and batch records, sanding and finishing process and labor hour statistics, and material and inventory and requisition lists; color and surface quality and delivery are still completed by the individual according to customer requirements and institutional procedures.

Senior and mentoring position

Use tools for multi-station and multi-order production scheduling and material and labor hour statistics, organizing training and process and safety checklists and simulation training materials, and summarizing rework and defects and anomalies; major color matching and process and accident handling decisions are confirmed by the individual together with authorized personnel.

Process and compliance support position

Use tools for data analysis and knowledge management and training materials; process and formula and quality and safety and compliance conclusions must be human-approved and documented.

Insufficient evidence: quantitative AI exposure, adoption, efficiency, and employment causality for this occupation were not obtained. Editors may try synthesized work orders and record drafts, but a significant speedup, a moderate level, or a substitution timeline has not been proven. The 22 tasks, 13 core and 9 supplemental, and the 4 software categories only describe current materials and do not predict that the future will always be human; real materials, process quality, and hazardous work are verified according to authorized procedures.

O*NET 51-7021.00 details (tasks and work context)

Used to define the task scope and work context of this occupation; it is a U.S. occupational classification scope and does not cover occupational classification in mainland China.

BLS employment projections for this occupation, 2025—2035

This occupation 51-7021 includes self-employed employment and annual openings; projections do not equal actual hiring or AI effects.

BLS OEWS wage statistics (2025)

OEWS excludes the self-employed and includes base wage, piece rates, commissions, production bonuses, and applicable cost-of-living or hazardous-duty pay; it excludes overtime premiums, shift differentials, nonproduction bonuses, and employer benefits, and it does not uniformly exclude performance pay or piece rates.

ILO Future of Work topic entry

A general topic entry for discovering research; the quantitative sample for this occupation has not been verified, and it does not support conclusions about exposure, adoption, or job outcomes.

NIST Artificial Intelligence Risk Management Framework (AI RMF 1.0)

General principles for governance and risk control; not a safety or occupational health or fire protection standard.

O*NET 51-7021.00 occupational scope

Used to define the occupational boundary (shaping and finishing and refinishing furniture to a specified color or finish); used for classification verification.

O*NET occupational interests for this occupation

Interest RAC for this occupation; occupational preferences do not prove individual validity or authorization.

Editorial comparison｜Paperwork drafts for nearby tasks may be tried; adoption, effects, and future personnel responsibility have not obtained quantitative evidence for this occupation. On-site duties are verified according to actual institutional rules and authorization and are not guaranteed to stay unchanged.

Editorial trial: synthesized record and calculation drafts must be independently verified, and there is no speedup evidence for this occupation.

Workpiece examination and color matching and tinting and surface quality judgment

The editor proposes synthesized paperwork trials and does not promise actual efficiency or substitution.

Workpiece finishing, color matching, inspection, and hazardous work are verified according to procedures and authorization.

Training and process and safety materials and knowledge bases can be generated by tools

Dust and solvent and spray safety and accident emergency response and escalation

Evidence preface｜Citation rules: cite only sources that can support the claims on this page; state the jurisdiction, period, and statistical scope; general research based mainly on broad occupational groups must not be used to infer individual job changes in this occupation; a technology list does not equal adoption; and sources cannot replace a furniture finisher's on-site judgment about materials and color and surface quality and safety.

Occupation-level description, not an automation risk assessment

O*NET 51-7021.00 details

The 22 tasks and 41 work activities are used to describe tasks, not as the share of hours for each task or an AI exposure score.

No quantitative substitution research for this occupation was obtained, and manual tasks cannot be judged permanently hard to substitute.

Does not apply to other jurisdictions; the median does not equal a starting wage

BLS OEWS（2025）

A point-in-time sample estimate of U.S. wages

OEWS excludes the self-employed and includes base wage, piece rates, commissions, production bonuses, and applicable cost-of-living or hazardous-duty pay; it excludes overtime premiums, shift differentials, nonproduction bonuses, and employer benefits, and it does not uniformly exclude performance pay or piece rates.

Must not be extrapolated to the job outcomes of a specific organization or individual

ILO Future of Work topic entry

A general topic entry; the quantitative sample for this occupation has not been verified.

Exposure, adoption, and effects for this occupation have not been verified; task exposure does not equal job reduction.

Not a safety or occupational health or fire protection standard

NIST AI RMF 1.0

A general AI risk governance framework

Adopting digital tools requires clear responsibility attribution and data and rollback plans

Projections are not actual hiring numbers

BLS this occupation EP2025—2035

Average annual openings include people transferring out and exiting, not a ten-year total or net additions.

U.S. BLS51-7021 for this occupation: 2025 employment 15.9 thousand, 2035 projected 15.3 thousand, 2025—2035 growth -3.5%, net decrease 0.6 thousand, average annual openings 1.5 thousand; self-employed 9.7% in the base period. Annual openings include needs from people transferring out and exiting, not a ten-year total, net new additions, or actual hiring.

Technically feasible: a task may be technically touchable by tools, which is only a feasibility judgment and does not mean use is permitted or that it has been adopted by an organization.

Organizational adoption: whether to introduce it depends on the institution and safety and occupational health and fire protection and customer delivery procedures; color matching and quality and safety responsibility cannot be transferred because tools are introduced.

Job outcomes: whether task changes lead to job increases or decreases depends on furniture and custom and refinishing market demand and automation investment and the workforce structure of the position, and cannot be directly inferred from technical feasibility.

There is no evidence for this occupation guaranteeing that it will not be substituted in the short term; task data do not predict adoption, effects, or job outcomes at a specific company.

O*NET 51-7021.00 (tasks and work context)

No material proves that everyone in this occupation must program. Software in the O*NET4 category is QuickBooks accounting, ColorNet/Spies Hecker Wizard database queries, browsers, and Office; the BLS typical entry is high school and short-term OJT, specific company code requirements are verified separately, and the directory does not prove the adoption of process control or colorimeters.

O*NET software directory for this occupation; does not prove programming is universally required

Synthesized work orders, material batches, and calculation record drafts may be explored, but AI impact rankings, adoption, or speedup statistics for each task of this occupation were not obtained; manual tasks or the software directory cannot be treated as quantitative exposure.

O*NET task software is only a current-state description; no AI ranking for this occupation

Insufficient evidence: precise employment projections and technology adoption for this occupation in China were not obtained. The U.S. EP2025—2035 projection of 15.9→15.3 thousand and -3.5% cannot be attributed to generative AI or applied to China, and does not determine individual employment.

BLS51-7021 EP2025—2035; China projection gap

Signing or paying under a contract requires verifying the actual contracting entity, the applicable law, valid authorization, and unit approval; a furniture finishing occupation code or an AI-generated draft by itself does not confer the right to sign or pay. Whether automated processes are permitted depends on the specific institutional rules, and it cannot be asserted that all contracts can forever only be approved by one type of job.

NIST general governance reference; actual contract-signing legal authorization is verified separately

This round did not obtain a predicted disappearance year for this occupation; neither the O*NET task data nor the BLS2025—2035 employment projections provide an occupation disappearance year.

O*NET tasks are not a disappearance year projection

For learning, first make the four F/V2 deliverables: synthesized version, area budget, and handover; record tool outputs and independent verification, and real operations and statutory training are verified separately.

O*NET tasks and software for this occupation; editorial learning suggestions

Editorial usage suggestions｜First verify the purpose, original basis, and responsibility, then recheck records and outputs; this is not verified efficiency or a fixed five-step statutory procedure.

Editorial step｜Verify the workpiece, work order version, color sample, and the purpose of the input, and clarify the material and authorization boundaries for this task.

Editorial step｜Use synthesized or authorized materials to draft ledgers, and do not let the output set formulas, judge quality, or perform spray application on its own.

Editorial step｜Check item by item against the original work order's color code, batch, quantity, and customer requirements; actual materials and process safety are verified according to procedures.

Editorial step｜Retain the original input, tool version, output, and manual corrections, link them to formal process inspection records, and do not fabricate measurements.

Editorial step｜Use is confirmed by the correspondingly authorized personnel; formula changes, quality release, and hazardous work are carried out according to actual training and procedures.

Distorted material and quality data causes rework and customer disputes and failed traceability

Before external reporting and release, verification and documentation are required, and the authorizing person must be clear

External provision may leak identifiable customer information or protected process formulas; the legal and rights scope are verified separately.

Verify the purpose, legal basis, and external-provision authorization; personal information follows the PIPL scope, and a pure formula is not automatically sensitive personal information.

Without input, version, and manual correction records, results cannot be reproduced or errors located.

Retain the input source, tool version, output, and manual corrections, linked to formal work order records.

Distorted records affect quality traceability and responsibility determination and regulatory inspection

Records must reflect the true situation, and generating unverified process and quality content is prohibited

When rework or a safety accident or a customer dispute occurs, responsibility cannot be determined

Before adopting tools, clarify the persons responsible for operation and review and release and document it

Damage judgment and the treatment approach are confirmed by the individual and the foreman

Examination and assessment

Editorial trial: examination record retrieval; adoption and effects for this occupation have not been verified.

Examine furniture to determine the extent of damage and decide on the repair or restoration approach

Hazardous substances in old finish layers must be isolated and disposed of according to procedures

Disassembly and old-finish removal

Editorial trial: disassembly process ledger; adoption and effects for this occupation have not been verified.

Disassemble and clean and use tools and solvents or dipping to remove old finish layers

The repair method and sanding quality are completed by the individual to specification

Repair and sanding and shaping

Editorial trial: repair and sanding records; adoption and effects for this occupation have not been verified.

Fill cracks, repair breakage and warping, and sand and shape

Color matching and formulas are verified by the individual together with the colorist

Materials and mixing

Editorial trial: material color code ledger; adoption and effects for this occupation have not been verified.

Select materials according to wood and surface and mix colors and color codes

Spray application and decorative effects are completed by the individual according to customer requirements

Finishing and decorating

Editorial trial: finishing description drafts; adoption and effects for this occupation have not been verified.

Brush and spray or hand rub and distress and print and gild

Quality judgment and handover are confirmed by the individual and the foreman

Quality and handover records

Editorial trial: inspection and handover records; adoption and effects for this occupation have not been verified.

Inspect surface quality and deliver and record materials and batches and processes

Confirmation and handover and anomaly escalation are completed by the individual according to authorization

Communication and collaboration

Editorial trial: requirement handover drafts; adoption and effects for this occupation have not been verified.

Communicate color and effects with customers and hand over to colleagues and processes

Summary｜No quantitative AI adoption or effects for this occupation were obtained, so it cannot be asserted that records will necessarily become faster or that manual safety will never change. Try drafts with synthesized inputs and verify independently, and actual materials and processes and safety responsibility are verified according to duty authorization.

The 10th percentile is a position in the distribution, not a starting wage for beginners, sanding assistants, or new hires.

25th percentile 37,670 USD/year (2025 U.S. national OEWS)

The 25th percentile is a position in the distribution and cannot be used to assign education, region, or process positions.

75th percentile 49,730 USD/year (2025 U.S. national OEWS)

The 75th percentile does not equal the wage of a key worker, color-matching mentor, or senior person.

90th percentile 61,020 USD/year (2025 U.S. national OEWS)

The 90th percentile is not an individual cap or a high-end custom wage; the 90/10 ratio of about 1.9 is only a national distribution ratio.

Employment 15.9 thousand (2025, BLS EP including self-employed)

EP2025 includes the self-employed, with the self-employed accounting for 9.7% in the base period; it does not equal OEWS employee employment or jobs in China.

Growth -3.5% (2025—2035, BLS EP)

This occupation's EP2025—2035 publishes -3.5% and a net decrease of 0.6 thousand; the published growth cannot be back-calculated from rounded magnitudes.

Average annual openings 1.5 thousand (2025—2035, BLS EP)

Average annual openings include transfers out and exits, not a ten-year total, net additions, or actual hiring.

Insufficient evidence: quantitative AI exposure, adoption, efficiency, and employment causality for this occupation were not obtained. Editors may try synthesized workpieces, materials, and handover records, and do not determine a moderate level or a permanent human boundary from manual tasks.

Occupational definition｜Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to a specified color or finish; the work includes examining furniture to determine the extent of damage and decide on the repair approach, disassembling and cleaning and removing old finish layers and damaged parts, filling cracks and depressions and repairing broken parts with putty and glue and nails and screws, sanding and shaping with sandpaper and pumice and chisels and sanders and treating warping and stains, selecting and mixing paint and stain and varnish and shellac or lacquer according to wood hardness and surface type, applying by brushing and spraying or hand rubbing and distressing and highlighting light and dark, restoring or decorating with stenciling and gilding and embossing and branding and painted patterns, refurbishing and replacing upholstery and treating special surfaces with bleach or wood-grain ink, communicating with customers about color and effects and recommending wood and style, and inspecting surface quality and delivering and recording; the output is furniture workpieces meeting the specified color or finish together with material and process records; it does not include hazardous substance testing and hazardous waste disposal and fire protection and special operations duties that under the law may only be undertaken by personnel and institutions with the corresponding conditions or authorization.

Below high school diploma

Job duties, training, and authorization in China are verified separately

The U.S. newly hired education questionnaire shows 36% below high school, which does not equal the proportion or training conditions of assistant positions in China.

High school diploma or equivalent

Job duties, training, and authorization in China are verified separately

The U.S. newly hired education questionnaire shows 61% high school or equivalent, which does not equal the education of all practitioners or a uniform entry threshold in China.

Postsecondary certificate

Job duties, training, and authorization in China are verified separately

The U.S. newly hired education questionnaire shows 3% postsecondary certificate, and the three items total 100%; this does not lead to the conclusion that a certificate corresponds to being a color matching key worker.

Safety and occupational health and fire protection training (including hazardous chemicals and protection)

Positions involving dust and solvents and spraying

Statutory qualifications, training, and unit authorization in China are verified separately; whether special operations are involved must be based on the actual operations catalog and project, and the same certificate cannot be inferred for everyone from the names of furniture spray painting, hazardous chemicals, or hazardous waste. Unit authorization does not replace statutory certificates, and a U.S. occupation code does not confer Chinese qualifications.

Furniture manufacturing and wood products companies

Editorial task scenario｜Undertake the sanding and finishing and color matching processes for newly made furniture, organize production by production line and batch, and the work involves dust and solvents and spraying and drying. This round did not obtain a representative sample of Chinese recruitment demand.

Furniture repair and refinishing workshops

Editorial task scenario｜Undertake the examination and repair and old-finish removal and refinishing of used furniture; workpieces and customer requirements vary widely, and color matching and hand craftsmanship are highly demanding. This round did not obtain a representative sample of Chinese recruitment demand.

Custom furniture and building decoration and repair service providers

Editorial task scenario｜Undertake surface treatment and on-site repair of custom furniture and decorative woodwork, involving coordination with designers and construction parties and customers and delivery schedule management. This round did not obtain a representative sample of Chinese recruitment demand.

National Bureau of Statistics: Average annual wages of urban unit employees in 2025｜https://www.stats.gov.cn/sj/zxfb/202605/t20260515_1963707.html

Occupation name correspondence｜Furniture finishers (commonly called furniture painter, spray painter, sander, color matcher, furniture repairer, refinisher, coater, and colorist in industry and recruitment; corresponds to 51-7021.00 Furniture Finishers in O*NET, and is classified under different objects and outputs from cabinetmakers and bench carpenters, furniture upholsterers, coaters, and floor and tile and terrazzo surface-layer trades)

Insufficient evidence: this round did not obtain precise national, city, and employment-type wages and employment for this occupation in China; industry averages are background only, a bounded search does not prove the statistic does not exist, and U.S. or industry values are not used as substitutes.

NBS urban unit industry average wages are background only and do not substitute for this occupation's classification; a bounded search did not obtain precise data for this occupation in China. The U.S. OEWS2025 and EP2025—2035 each have their own scope and are not spliced together.

National Bureau of Statistics: Notes on the statistical scope of average wages of urban unit employees｜https://www.stats.gov.cn/sj/zxfb/

Insufficient evidence: the wage breakdown for this occupation by furniture category, craft skills, pay method, and regional factors in China was not obtained. Editors verify in writing the actual duties, working hours, piece-rate bonuses, overtime, and protection, and do not state that a particular position necessarily pays well or that peak-season overtime is universal.

First-tier cities and areas with concentrated furniture manufacturing

Insufficient evidence: verifiable monthly salary data by city or region for this occupation in mainland China was not obtained; recruitment quotes, industry averages, or hearsay are not used as substitutes.

Provincial capitals and regional central cities

Insufficient evidence: verifiable monthly salary data by city or region for this occupation in mainland China was not obtained; recruitment quotes, industry averages, or hearsay are not used as substitutes.

Other inland and county-level markets

Insufficient evidence: verifiable monthly salary data by city or region for this occupation in mainland China was not obtained; recruitment quotes, industry averages, or hearsay are not used as substitutes.

Classification correspondence notes｜U.S. SOC 51-7021.00 / O*NET-SOC 51-7021.00 covers personnel who shape and finish and refinish furniture to a specified color or finish, and is classified under different objects and outputs from cabinetmakers and bench carpenters (wooden component fabrication), furniture upholsterers (upholstery covering), coaters (surface coating), and floor and tile and terrazzo surface-layer trades; in mainland China, emergency management and market regulation and health and ecological environment departments manage the relevant enterprises and practitioners under the Work Safety Law, the Law on the Prevention and Control of Occupational Diseases, and regulations on hazardous chemicals and fire protection and hazardous waste; operations involving dust and solvents and spraying and hazardous chemicals and hazardous waste are subject to separate specific provisions and technical standards; the two have different classification and statistical scopes, and no numerical conversion is made.

Notes on U.S. BLS and O*NET statistical scope｜https://www.bls.gov/oes/

Growth -3.5% (2025—2035, BLS EP)

Median hourly wage 21.41 USD / median annual wage 44,540 USD (2025 U.S. national OEWS)

25th percentile 37,670 USD/year

National 2025 employee lower quartile, not an assistant position wage.; National wage table｜https://www.onetonline.org/link/localwages/51-7021.00?st=CA

Median annual wage 44,540 USD; hourly wage 21.41 USD

National 2025 employee distribution midpoint, not a starting wage or what an individual actually takes home.; National wage table｜https://www.onetonline.org/link/localwages/51-7021.00?st=CA

75th percentile 49,730 USD/year

National 2025 employee upper quartile, not a key worker or mentoring wage.; National wage table｜https://www.onetonline.org/link/localwages/51-7021.00?st=CA

90th percentile 61,020 USD/year

National 2025 employee upper decile, not an individual wage cap.; National wage table｜https://www.onetonline.org/link/localwages/51-7021.00?st=CA

15.9 thousand

2025 base period EP includes the self-employed, self-employed 9.7%; does not equal OEWS employee employment.; BLS EP for this occupation｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm

-3.5%

2025—2035 published growth -3.5%, net decrease 0.6 thousand.; BLS EP for this occupation｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm

1.5 thousand/year

2025—2035 average annual openings include transfer-out and exit demand, not net additions or a ten-year total.; BLS EP for this occupation｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm

Insufficient evidence: the wage difference breakdown for this occupation in the U.S. by furniture category, craft skills, pay method, and region was not obtained. The national five percentiles have been verified, and CA and some regions have separate values but they cannot be treated as national; the four industry wages were not obtained this round, and the OOH carpenter combined industry wage is not used as a substitute. OEWS excludes the self-employed and includes base wage, piece rates, commissions, production bonuses, and applicable cost-of-living or hazardous-duty pay; it excludes overtime premiums, shift differentials, nonproduction bonuses, and employer benefits, and it does not uniformly exclude performance pay or piece rates.

U.S. 2025 national OEWS employee annual wages at the 10th/25th/50th/75th/90th percentiles are 32,160/37,670/44,540/49,730/61,020 USD, hourly wages 15.46/18.11/21.41/23.91/29.34 USD. The median is not a starting wage, the 90/10 ratio of about 1.9 is not an individual cap, and the specific causal factors of income differences were not obtained.

Editorial verification: record the category and actual process requirements; no statistics for this occupation were obtained showing that high-end custom or refinishing is necessarily higher than mass-production positions.

Furniture type and process complexity

Editorial verification: record color matching and spray application and assistant duties; no statistics for this occupation were obtained showing that independent color matching positions necessarily pay more.

Whether spray application and tinting expertise is held

Editorial verification: confirm in writing the composition of piece-rate bonuses and overtime; the wage breakdown by peak-season pay factors was not obtained; OEWS includes piece rates but excludes overtime premiums.

Piece rates and peak-season overtime

Growth -3.5% (2025—2035, BLS EP)

Manufacturing

Insufficient evidence: this round did not obtain an industry wage median readable for this occupation; industry averages or third-party estimates are not used as substitutes.

Verified the O*NET industry page on 2026-10-11: manufacturing 65%, other services 10%, remaining industries 25% (including retail and transportation and warehousing); the page does not state a year, and these are not wages by industry.

Furniture manufacturing and wood products companies

Insufficient evidence: this round did not obtain an industry wage median readable for this occupation; industry averages or third-party estimates are not used as substitutes.

This round did not obtain wages for this occupation within the furniture manufacturing and wood products industry, and the OOH carpenter combined industry wage is not applied.

Furniture repair and refinishing workshops

Insufficient evidence: this round did not obtain an industry wage median readable for this occupation; industry averages or third-party estimates are not used as substitutes.

This round did not obtain wages for this occupation within furniture repair and refinishing workshops, and employee wages are not self-employed business revenue either.

Custom furniture and building decoration and repair services

Insufficient evidence: this round did not obtain an industry wage median readable for this occupation; industry averages or third-party estimates are not used as substitutes.

This round did not obtain wages for this occupation within the custom furniture and decoration and repair industry, and no other occupation is used as a proxy.

The median is not an entry-level wage, and the percentiles cannot distinguish seniority, category, or skill; the 90/10 ratio of about 1.9 does not prove that these factors cause the differences.

For some occupations the annual wage is converted as hourly wage × 2080, which does not mean an individual actually works 2080 hours or takes home that amount.

Wages are taken from BLS OEWS2025 and presented through the O*NET United States row; employment is taken from BLS this occupation EP2025—2035. OEWS employee wages exclude the self-employed, while EP employment includes the self-employed, and the two statistical programs have different scopes.

Editorial suggestion: verify the specific duties, location, pay, working hours, and benefits in writing per the contract, and do not judge individual income from percentiles.

Median hourly wage 21.41 USD / median annual wage 44,540 USD (2025 U.S. national OEWS)

The lower decile is a position in the national distribution and cannot be used to judge the wage of a novice or assistant position.

The median is the midpoint of the national distribution, not an individual starting wage or a competency threshold.

The upper decile is not the wage of a senior color-matching mentor or high-end custom work, nor is it an individual cap.

Holland (RIASEC)｜Used to understand your relative position on Realistic and Artistic and Conventional preferences. The O*NET interest code for this occupation is RAC (Realistic—Artistic—Conventional), corresponding to hands-on operation of tools and materials and gaining motivation on site, applying aesthetics and craft to color and surface and form for satisfaction, and handling materials and processes and record information according to procedures and standards. The questionnaire is only used to raise questions, not to judge suitability or whether you can take the job.

Insufficient evidence: this round did not obtain validated validity for the relationship between RIASEC individual scores and performance or hiring in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

If you clearly dislike dust and solvent odors and spray environments, find it hard to endure long periods of standing and repetitive manual work, or lack patience with color and surface detail, a high score on the interest questionnaire cannot change this real-world cost.

Big Five｜You may reflect on recordkeeping and patience and collaboration habits, but do not assert that higher conscientiousness, emotional stability, or moderate agreeableness makes someone more competent in this occupation; there is no individual threshold.

Insufficient evidence: this round did not obtain validated validity for the relationship between Big Five individual scores and fit in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

Do not treat “a personality assessment says I am not suited” as a basis for giving up or not entering the trade; rely instead on on-site observation or internships or simulation tasks and assessment by the master and the institution.

How to understand this interest code: RAC represents the combination of Realistic (hands-on operation of tools and materials and gaining motivation on site), Artistic (applying aesthetics and craft to color and surface and form for satisfaction), and Conventional (handling materials and processes and record information according to procedures and standards); it is used to understand task preferences, not to predict performance.

MBTI｜Typology is used for self-reflection on communication and work preferences; this occupation requires communicating with the foreman and the preceding and following processes and customers according to procedures, and preferences do not determine competence.

Interest experience: liking to take full responsibility for a piece of furniture from examination and repair to color matching and finishing and inspection and delivery, and gaining satisfaction from getting color and surface accurate and beautiful in a dusty and odor-filled environment.

Insufficient evidence: this round did not obtain validated validity for the relationship between MBTI types and competence in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

RAC

Realistic—Artistic—Conventional

Use the type only as a reference for communication style, and do not use it to infer whether you or others can do furniture repair and finishing work well.

The Enneagram is used to observe your own reactions under rework, customer objections, and delivery pressure; you may also separately observe procedure-checking and authorization and reporting behavior, and this round did not obtain a comparison of the predictive validity of the two.

Insufficient evidence: this round did not obtain validated validity for the relationship between Enneagram types and competence in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

Do not use type labels to explain rework or mistakes; return instead to whether materials and processes and protection and recordkeeping were in place.

Intelligence and reasoning｜Use the F/V2 area, waste, quotation, and version calculations to observe the learning approach; scores cannot prove real color matching, craft, or safety competence.

Insufficient evidence: this round did not obtain validated validity for the relationship between the intelligence assessment scores on this page and individual job performance in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

High or low scores cannot indicate whether you can learn furniture repair and finishing work; test it through on-site observation or internships or simulation tasks and assessment by the master and the institution.

Emotional intelligence｜Use synthesized requirement changes and missing-part handover to practice clear expression, and do not treat emotional intelligence scores as a basis for performance or hiring.

Insufficient evidence: this round did not obtain validated validity for the relationship between the emotional intelligence assessment scores on this page and performance in this occupation; the assessment is only for self-questioning, and occupational preferences do not equal individual ability or qualifications.

Emotional abilities can be improved through on-site practice and mentoring and deliberate practice, and you need not limit yourself by assessment scores.

Boundary｜The assessments and direction comparisons on this page are for self-questioning and exploration only and do not constitute a hiring standard, a competency rating, a qualification judgment, or an evaluation of finishing quality; admission is based on the institution's recruitment conditions, education and experience and training, and the qualification and authorization requirements of the locality for positions involving dust and solvents and spraying and hazardous chemicals and hazardous waste.

Direct answer｜First independently complete the four F/V2 paper deliverables and counterexamples, and observe the approaches to checking inputs, calculating, distinguishing anomalies and pending items, and handing off. The deliverables cannot prove real furniture craft, occupational health, or safety competence; real practice requires applicable training and authorization.

Furniture Finishers｜The output is furniture workpieces meeting the specified color or finish together with process records: examining and assessing damage, disassembly and cleaning and old-finish removal, repair and sanding and shaping, material selection and color matching and tinting, application and coloring and distressing and decorating, surface quality inspection and handover and recording

Able to independently complete furniture repair and color matching and finishing to the customer-specified effect and complete the records

If you find it hard to endure dust and solvent environments and long periods of standing and repetitive manual work, or lack patience with color and surface detail, this occupation is not recommended.

Carpet Installers｜The output is an installed carpet floor: base inspection and preparation, carpet cutting and installation and stretching and edging, seaming and fastening and cleaning and delivery

Has the ability for base preparation and material cutting and installation and edging

If you want to work with furniture and wood products rather than floor installation, this direction is not recommended.

Floor Layers 47-2042｜Cutting and bonding and flattening and edging of resilient, sound-absorbing, or decorative floor covering blocks, strips, and sheets, excluding carpet, wood flooring, and hard tile.

Editorial learning focus: covering materials and base bonding and flattening and edging; actual position training is verified separately.

If you have low interest in floor structure installation and large-area work, this direction is not recommended.

Floor Sanders and Finishers｜The output is a sanded and finished floor: floor sanding and leveling, seam and defect treatment, staining and sealing and topcoat finishing, finished-product protection and delivery

Has the ability for large-area floor sanding and seam filling and finishing

If you want to handle furniture curves and details rather than large floor areas, this direction is not recommended.

Tile and Stone Setters｜The output is an installed and pointed tile and stone surface: base preparation and measurement and layout, tile and stone cutting and installation and leveling, pointing and cleaning and finished-product protection

Has the ability for tile and stone surface measurement and layout and installation and pointing

If you have low interest in tile and stone installation and layout measurement, this direction is not recommended.

Terrazzo Workers and Finishers｜The output is a poured and ground and polished terrazzo surface: base preparation and divider strip installation, batching and pouring and compacting and curing, grinding and grout filling and polishing and cleaning

Has the ability for terrazzo batching and pouring and grinding and polishing

If you want to focus on repair of existing workpieces rather than on-site pouring, this direction is not recommended.

The O*NET interest RAC is used to explore task preferences. Editors may observe material and tool handling, color detail, process records, and procedure compliance; this round did not obtain a validity comparison between personality types or these observations and individual competence, and it is not a hiring standard.

Introversion does not automatically disqualify or guarantee competence; 48% daily face-to-face, 38% continuous contact, and 68% never using the telephone are occupational questionnaire figures, and specific communication tasks are verified separately.

Extroversion does not guarantee competence or necessarily promote customer collaboration; material and workpiece quality records and real training for this occupation are verified independently, and 51% errors fairly serious is a questionnaire option.

This round did not obtain validity data on MBTI types and competence in this occupation, and no most-suitable type is given; manual work, color matching, records, and safety training are verified independently per the real position, and qualifications are not conferred by type or paper deliverables.

Which Holland interest type is better suited to this occupation? The O*NET interest code is RAC: Realistic (hands-on operation of tools and materials), Artistic (aesthetics and craft of color and surface and form), and Conventional (handling materials and processes and records according to procedures); it can be used to explore task preferences, not to predict performance.

Scores on this page cannot directly predict individual performance in this occupation; the validity of the six listed assessments for this occupation was not obtained, and paper deliverables can only observe the approach.

Qualification cannot be judged from a self-rated sense of math ability; the F/V2 area budget arithmetic can be practiced and verified independently, but it does not equal real material proportioning and color matching or safety competence.

No high emotional intelligence or specific score threshold is set; use synthesized requirement objections to practice clarifying versions and handover, and do not infer individual hiring or performance.

Can the Enneagram be used to judge whether I am suited? No. The Enneagram is a self-exploration tool and does not constitute an occupational ability or fit conclusion; judging fit should look at whether you can stably complete repair and color matching and finishing to customer requirements in a dust and solvent environment and take on safety and recordkeeping responsibility.

The four paper deliverables present input versions, area budgets, condition judgments, and handover; they do not perform real spray booth safety reviews and do not design or carry out stripping solvent processes.

Fit signals: willing to complete furniture repair and color matching and finishing to the customer-specified effect while working in dust and solvent environments and long periods of standing manual work, able to stay patient with color and surface detail and check materials and processes and protection item by item, and implementing safety and occupational health and recordkeeping requirements at every step.

Caution signals: clearly disliking dust and solvent odors and spray environments, finding it hard to endure long periods of standing and repetitive manual work, or showing clear discomfort with color and surface detail and safety procedures.

Verification suggestion｜First do the F/V2 paper tasks on this page and the seven-day counterexamples, then verify real recruitment, training, statutory conditions, and unit authorization, and do not confer on-site ability from a questionnaire or simulation.

Used to verify the task scope and work context of this occupation (U.S. occupational classification scope).

Used to verify the details of tasks and work activities for this occupation.

Used to verify the interest codes and sub-interest areas given by O*NET.

Directory purpose｜Discover training programs; preparation grouping and newly hired education are taken from the O*NET occupation page, and typical education experience OJT is taken from the BLS EP, which does not equal statutory qualifications.

Used to learn about certification information related to this occupation (a certificate does not equal institutional appointment or position qualification).

Used to verify the point-in-time estimate scope of U.S. wages.

U.S. 2025 national employee wage percentiles; not the EP employment self-employed or typical education tables.

BLS this occupation EP2025—2035 directly provides employment, self-employment, growth, annual openings, and typical entry-level education experience OJT; it is not wages or Chinese qualifications.

Boundary｜The following are editorial risk scenarios and verification prompts, not incidence rates or individual medical conclusions. Process changes, handover, occupational health, and hazardous waste are verified according to the real operations, applicable law, and authorization; O*NET provides only task context and cannot substitute for regulations or accident data.

Editorial risk summary｜The following four types of possible failure can be checked; no accident rate or severity ranking for this occupation was obtained: workpiece and process failure (insufficient damage assessment or improper repair methods causing irreversible damage and structural hazards, or excessive sanding and improper handling of warping and stains causing surface scrapping), safety and occupational health and fire protection failure (excessive exposure to sanding and stripping dust and finishing solvents and spray, missing ventilation and dust removal, improper handling of the spray booth and flammable substances and static and compressed air causing fire and deflagration and poisoning and burns), quality and delivery failure (color differences and finishing defects and batch inconsistency causing rework and delivery delays and customer disputes, and missing material and color code and batch and process records causing traceability failure), and compliance and information failure (improper testing and isolation and hazardous waste disposal of hazardous substances in old finish layers, or leakage or out-of-scope use of customer information and process formulas and color matching data).

Evidence scope｜The 22 tasks for this occupation and the questionnaire figures: 93% daily protection, 81% contaminants, 65% hazardous conditions, 22% hazardous equipment, 60% uncontrolled indoor, 46/30% precision extremely/very important, 51/11% errors fairly/extremely serious, 67% continuous standing, 88% use of hands; these are not dose or accident rates. OSHA1910.107 is limited to spray finishing applications; the China occupational disease law, the 2025 hazardous waste list, and PIPL each apply within their own jurisdictional scope, and wages are not a risk indicator

Furniture finishers and the foreman; customers and the institution

Insufficient damage assessment or improper repair methods (such as excessive sanding, wrong filler, improper handling of structural parts); irreversible damage to the workpiece and structural hazards, rework and customer claims

First examine and record the extent of damage and the material before deciding the repair approach, and have key processes confirmed by the foreman; if damage beyond your experience or tool capability is found, stop immediately and report

Scenario｜The surface of a solid wood cabinet stored for many years has blackened, and to meet a delivery deadline the position is asked to sand a large area directly without first confirming the material and the depth of damage.

Furniture finishers and occupational health and safety personnel; the individual and colleagues

Excessive exposure to sanding and stripping dust and finishing solvents and spray, with inadequate ventilation and dust removal and personal protection; respiratory, skin, and nervous system damage, occupational disease and compliance risks

Implement engineering controls, applicable personal protection, and occupational health examinations according to the actual hazard, and do not substitute shortened duration for ventilation. Article 35 of the China occupational disease law requires units with hazard-exposed operations to organize examinations; when anomalies occur, suspend the relevant work and report according to the plan, and odor does not prove dose or safety.

Scenario｜The dust removal equipment in the sanding room alarms, dust in the workshop increases noticeably, and some employees are not wearing masks and goggles, yet the order still requires continuing to rush the work.

Furniture finishers and safety and fire protection personnel; the individual and colleagues and the institution

Inadequate ventilation in the spray booth and paint mixing room, and improper management of flammable solvents and compressed air and static and heat sources; fire and deflagration and burns and poisoning, production stoppage and property loss

In the U.S., 1910.107(d)(2) applies: spray areas must have adequate mechanical ventilation, running continuously during spraying and for a sufficient time afterward to exhaust vapors; ignition sources and grounding are verified under the applicable provisions. Do not call all static work a hot work permit; report anomalies according to the equipment emergency plan and do not modify interlocks yourself.

Scenario｜Solvent drums in the paint mixing room are not covered and are close to a heat source, and the spray station has inadequate ventilation and shows obvious static, yet the position is still asked to immediately begin large-volume spraying.

Furniture finishers and quality and the foreman; customers and the institution

Color differences and finishing defects and batch inconsistency, with the sample and the production batch process not unified, causing rework and delivery delays; rework and scrapping and delivery breach, customer complaints and reputational loss

First make and confirm a sample and work according to color code and batch and process records, with key processes and pre-batch confirmed by the foreman and the customer; if color differences or defects expand, stop the line immediately for verification and report

Scenario｜The customer raises an objection about the sample and batch color, and the position finds that the color difference between earlier and later batches is widening, but the delivery deadline is near and the position is asked to deliver first and deal with it later.

Furniture finishers and environmental protection and safety personnel; the individual and colleagues and society

Old finish layers may contain lead and other hazardous substances, and improper testing and stripping and collection and disposal or arbitrary discharge; occupational exposure and environmental pollution, administrative penalties and legal liability

The hazard of old coatings and their waste classification are verified according to the true material source, the applicable list, and identification rules; lead content is not determined from difficult stripping or odor, and not all old coatings are treated as hazardous waste. When in doubt, suspend the relevant handling and refer it to an authorized person for verification; once classified as hazardous waste, collect and transfer it under the applicable system, and any exemption must actually meet the statutory conditions.

Scenario｜While repairing used furniture, the old finish layer is found to be difficult to strip and has an abnormal odor, and there is no means of testing or hazardous waste collection container on site.

Furniture finishers and the foreman and customer service; customers and the institution

Unclear confirmation of customer requirements and color and effects and quotation and delivery schedule, incorrect workpiece and fitting identification and handover, or information leakage; delivery errors and rework and disputes, and leakage of customer information and formula data

Confirm in writing the requirements and color and quotation and delivery schedule and workpiece and fitting identification, and for changes retain the original version, time, and reason. Identifiable customer personal data is verified under PIPL for legal basis and necessary scope, and a pure formula is not automatically sensitive personal information; external provision is verified for actual rights and authorization, and anomalies are reported according to the process.

Scenario｜The customer changes the color and delivery schedule by telephone, the position begins work based only on an oral record, and the workpiece and fitting identification is unclear.

Used to verify the task scope and work context of this occupation (U.S. occupational classification scope, which does not cover occupational classification in mainland China).

Used to verify the details of tasks and work activities for this occupation, helping identify the types of failure in workpiece and process and safety and occupational health and recordkeeping steps.

In the U.S., OSHA1910.107 spray finishing ventilation and ignition source requirements apply; this is not a Chinese general standard or occupational accident statistic.

Article 35 of the China occupational disease law: occupational health examinations for hazard-exposed operations; exceeding limits is not permitted merely by using a mask or shortening duration.

Used to understand the principles of responsibility attribution and rollback plans when adopting digital tools; not a safety or occupational health or fire protection standard.

Qualification boundary (one)｜Job application conditions, statutory qualifications, and institutional authorization are three different states: meeting recruitment conditions does not equal obtaining a position qualification or institutional authorization for formulas and release and external data provision, and obtaining training and certificates does not equal obtaining the decision-making power to independently handle hazardous chemicals and hazardous waste or to change formulas and processes.

Qualification boundary (two)｜The U.S. O*NET newly hired education requirement questionnaire shows that 61% require a high school diploma or equivalent, 36% require below a high school diploma, and 3% require a postsecondary certificate (the three items total 100% and do not represent the education of all practitioners), and the Job Zone is level 1-2 (SVP below 6.0); operations involving dust and solvents and spraying and hazardous chemicals and hazardous waste have additional safety and occupational health and environmental protection requirements in the U.S. In mainland China, emergency management and market regulation and health and ecological environment departments manage the relevant enterprises and practitioners under the Work Safety Law, the Law on the Prevention and Control of Occupational Diseases, and regulations on hazardous chemicals and fire protection and hazardous waste; the two are not interchangeable.

Qualification boundary (three)｜The preparation items listed on this page are directions for searching and verification and do not constitute a formal qualification list for any institution; if they conflict with an institutional announcement or competent department requirement, the latter prevails.

Qualification boundary (four)｜This page does not provide individual medical examination conclusions, hiring likelihood, or pay commitments.

Insufficient evidence: a representative sample of recruitment channels, seasons, or hiring scale for this occupation was not obtained. Editors verify each position's time and place and duties, statutory conditions, training, actual working hours, and pay composition, and do not invent that companies usually use a certain channel or a peak-season pattern.

Verification suggestion｜When reviewing recruitment information, record the posting date, location, company type (furniture manufacturing, repair and refinishing workshops, custom and decoration service providers), position duties and authorization boundaries (sanding and assistance, repair and finishing, color matching and tinting, spray painting, foreman), whether safety and occupational health and hazardous chemicals qualifications are required, working hours and peak-season overtime and piece-rate method, education and experience requirements, and pay composition (base wage, piece rate or performance pay and overtime or compensatory leave); this information often reflects the real conditions better than the page does.

Boundary｜The preparation paths and capability ladder on this page are meant to help you plan learning and accumulate evidence and do not constitute a hiring, promotion, or qualification determination. Actual admission is based on the institution's recruitment conditions, education and training and experience and assessment, and the locality's qualification and authorization requirements for positions involving dust and solvents and spraying and hazardous chemicals and hazardous waste, and it also does not mean obtaining the authority for formula changes and workpiece release and external provision of customer data.

Under a master's guidance, learn sanding and cleaning and old-finish removal assistance and record assistance and material and tool preparation; do not independently take responsibility for color matching and formula changes and workpiece release and spray booth work.

Follow-along learning (sanding and assistance period)

Able to independently complete examination and disassembly and repair and sanding and material selection and mixing and application and inspection and handover to the customer-specified effect, and report damage beyond your capability or material and safety doubts according to procedures.

Independent finishing position

Able to coordinate multiple workpieces and multiple orders and color matching and spray painting processes and staff mentoring, and responsible for implementing color matching and processes and quality and records and safety.

Skilled and mentoring position

Participate in process and training and material and process and color matching and quality and safety and compliance management, and handle complex and disputed matters; the corresponding position authorization is required and professional and safety and compliance responsibility is borne.

Process and compliance support position

Editorial learning path｜First verify the actual position, then learn materials and workpieces and record methods, complete applicable training and statutory conditions, and practice and be assessed under real position authorization; the three paths and four stages on this page are only learning focuses, not fixed promotion periods, universal seniority, or hiring guarantees. F/V2 is only a paper approach.

Qualification boundary｜“Having received training,” “completing a course or certificate,” “obtaining a position qualification,” and “obtaining institutional authorization” are four different states; the preparation items listed on this page do not equal any statutory qualification, nor do they automatically confer the decision-making power for formula changes and workpiece release and hazardous chemicals and hazardous waste disposal and external provision of customer data.

Statutory qualifications, training, and unit authorization in China are verified separately; whether special operations are involved must be based on the actual operations catalog and project, and the same certificate cannot be inferred for everyone from the names of furniture spray painting, hazardous chemicals, or hazardous waste. Unit authorization does not replace statutory certificates, and a U.S. occupation code does not confer Chinese qualifications. The U.S. newly hired education questionnaire of 61/36/3, the Zone1—2 grouping, and the EP typical high school / no related experience / short-term OJT each have their own scope; they are not applied to China.

Editorial suggestion｜Accumulate position evidence through real tasks, applicable training, statutory conditions, and unit authorization, and do not judge promotion or timelines from the stages on this page. The four paper deliverables do not replace process quality, safety training, and health management.

Used to verify the task scope and work context of this occupation and help plan learning priorities (U.S. occupational classification scope).

Used to verify the point-in-time estimate scope of U.S. wages; not for individual income prediction.

BLS this occupation EP2025—2035 includes self-employed employment and average annual openings; projections are not actual hiring.

Directory purpose｜Discover training programs; preparation grouping and newly hired education are taken from the O*NET occupation page, and typical education experience OJT is taken from the BLS EP, which does not equal statutory qualifications.

Basic safety and occupational health training records; institutional material and process training.

Follow the master to become familiar with workpiece examination and disassembly and old-finish removal and repair and sanding processes, and record daily learning points.

Process records and review opinions; able to restate the key points of material and safety and authorization boundaries.

Under a master's guidance, take on sanding and cleaning and old-finish removal assistance and material and tool preparation and record assistance; do not independently take responsibility for color matching and formula changes and workpiece release.

Sanding and preparation assistant position

On-the-job training and assessment records; multi-category practice and position qualification (if involved).

Accumulate experience with different woods and finishing materials and processes and categories, and practice color matching and tinting and spray painting and rework handling.

Workpiece and color code and material and process and inspection records and review opinions.

Independently complete examination and disassembly and repair and sanding and material selection and mixing and application and inspection and handover, and report damage and material and safety doubts according to procedures.

Independent finishing position

Corresponding position authorization; mentoring and assessment records.

Learn complex repair and color matching and batch processes and dispute handling and process optimization.

Multi-category coordination and mentoring and rework handling records.

Able to coordinate multiple workpieces and multiple orders and color matching and spray painting processes and staff mentoring, and responsible for implementing color matching and processes and quality and records and safety.

Skilled and mentoring position

Corresponding management seniority or institutional appointment.

Improve material and process and color matching and safety and emergency and record mechanisms.

Process and training and dispute handling records.

Participate in process and training and material and process and color matching and quality and safety and compliance and quality supervision, handle complex and disputed matters, and guide new hires.

Process and compliance support position

Editorial preparation｜Complete relevant material, process, or record training; formula change and release authority are verified according to the actual position authorization, and statutory conditions are verified separately.

Become familiar with material and color code and formula and finishing and drying and inspection requirements.

Samples and materials and records and how they were reviewed.

Responsible for sanding and cleaning and finishing material preparation and color code and batch record assistance and sample organization.

Finishing and color matching assistant position

Institutional authorization and relevant training; multi-category practical experience.

Learn batch processes and color difference control and spray equipment and safety and environmental protection requirements.

Color matching and process and inspection and anomaly records.

Take on color matching and tinting and application and distressing and decorating and sample making and inspection and deviation reporting.

Finishing and color matching execution position

Corresponding management seniority or institutional appointment.

Improve systems and samples and color difference control and training and audit mechanisms.

Color matching and process conclusions; system and training and inspection records.

Responsible for materials and formulas and color codes and batch processes and quality and record systems and training, setting standards and coordinating internal and external matters.

Color matching and process lead

Corresponding management appointment or institutional authorization.

Improve systems and data and emergency and assessment and training mechanisms.

Coordination conclusions; system and performance and emergency and training documents.

Coordinate process and color matching and quality and records and external communication, and handle complex and disputed matters.

Institutional process and quality coordination position

Editorial preparation｜Complete relevant material, process, or record training; formula change and release authority are verified according to the actual position authorization, and statutory conditions are verified separately.

Become familiar with work order and drawing and color code and process and inspection and delivery schedule requirements.

Records and ledgers and delivery schedule materials and how they were reviewed.

Responsible for workpiece and process and material and inspection record organization assistance and work order and delivery schedule material organization.

Inspection and record assistant position

Institutional authorization and relevant training; multi-category practical experience.

Learn about quality determination and traceability and data access and customer communication requirements.

Inspection and rework and handover and anomaly records.

Take on surface quality inspection and rework determination and process handover and customer confirmation and anomaly reporting.

Inspection and collaboration execution position

Corresponding management seniority or institutional appointment.

Improve systems and data and traceability and training and audit mechanisms.

Quality and delivery conclusions; system and training and audit records.

Responsible for quality determination and rework and delivery and record systems and traceability and training, setting standards and coordinating internal and external matters.

Quality and delivery lead

Corresponding management appointment or institutional authorization.

Improve systems and data and emergency and assessment and training mechanisms.

Coordination conclusions; system and performance and emergency and training documents.

Coordinate delivery and customers and work orders and external communication and compliance, and handle complex and disputed matters.

Institutional operations and customer coordination position

U.S. BLS51-7021 for this occupation: 2025 employment 15.9 thousand, 2035 projected 15.3 thousand, 2025—2035 growth -3.5%, net decrease 0.6 thousand, average annual openings 1.5 thousand; self-employed 9.7% in the base period. Annual openings include needs from people transferring out and exiting, not a ten-year total, net new additions, or actual hiring. U.S. 2025 national OEWS employee annual wages at the 10th/25th/50th/75th/90th percentiles are 32,160/37,670/44,540/49,730/61,020 USD, hourly wages 15.46/18.11/21.41/23.91/29.34 USD. Insufficient evidence: this round did not obtain precise national, city, and employment-type wages and employment for this occupation in China; industry averages are background only, a bounded search does not prove the statistic does not exist, and U.S. or industry values are not used as substitutes.

United States

2025—2035

The published growth for this occupation is -3.5%; annual openings include transfers out and exits, not net additions or a ten-year total or actual hiring, and are not attributed to generative AI.

EP includes the self-employed, 9.7% in the base period; national projections are not applied to China, and the OOH carpenter group and this occupation each have their own scope.

Employment size and growth and job openings

BLS51-7021 exact occupation

U.S. BLS51-7021 for this occupation: 2025 employment 15.9 thousand, 2035 projected 15.3 thousand, 2025—2035 growth -3.5%, net decrease 0.6 thousand, average annual openings 1.5 thousand; self-employed 9.7% in the base period. Annual openings include needs from people transferring out and exiting, not a ten-year total, net new additions, or actual hiring.

United States

2025

The national median is not a starting wage, and the 90/10 of about 1.9 does not prove that category and skill and pay-method factors cause the differences.

OEWS excludes the self-employed and includes base wage, piece rates, commissions, production bonuses, and applicable cost-of-living or hazardous-duty pay; it excludes overtime premiums, shift differentials, nonproduction bonuses, and employer benefits, and it does not uniformly exclude performance pay or piece rates. The four industry wages for this occupation and the factor breakdown were not obtained this round, and the carpenter group industry value is not used as a substitute.

Wages (median and percentiles)

Exact occupation O*NET-SOC 51-7021.00 (OEWS 2025)

Median hourly wage 21.41 USD, median annual wage 44,540 USD; percentiles 32,160 / 37,670 / 49,730 / 61,020 USD

Mainland China

2025

The NBS industry background cannot be broken down into wages and employment for this occupation in China, and not obtaining it in a bounded search does not prove it does not exist; specific categories and regions and positions are verified separately against actual samples.

Industry scope, published annually, different from the U.S. occupational wage scope; no splicing or conversion is done.

Occupational wages and employment (background and gaps)

National Bureau of Statistics average wages of urban unit employees (industry categories) and bounded search

Insufficient evidence: this round did not obtain precise national, city, and employment-type wages and employment for this occupation in China; industry averages are background only, a bounded search does not prove the statistic does not exist, and U.S. or industry values are not used as substitutes.

Used to verify the point-in-time estimate scope of U.S. wages (2025, BLS OEWS presented through O*NET); does not constitute a pay commitment for any institution or region.

BLS this occupation EP2025—2035, including self-employed scale and average annual openings; not actual hiring.

NBS industry wages are background only; this round did not obtain precise Chinese occupational values, and it is not asserted that they are unobtainable or nonexistent.

Used to verify the task scope and work context of this occupation (U.S. occupational classification scope).

Needs to add floor base preparation and material cutting and installation and edging capability; task comparison: editorial proximity — moving to carpet installation requires separately learning materials and base and edging, with no difficulty setting or guarantee. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Workpiece measurement, cutting tools, and surface preparation awareness; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add the covering materials applicable to 47-2042, cutting and bonding and flattening and edging, excluding wood flooring and hard tile; task comparison: editorial proximity — furniture workpieces to floor covering, and real recruitment and training are verified separately. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Material identification, dimension verification, and construction records; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add large-area floor sanding and seam filling and floor finishing capability; task comparison: editorial proximity — detailed furniture to floor sanding and finishing, and real training is verified separately. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Sanding, surface defect inspection, and finishing experience; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add tile and stone measurement and layout and installation and pointing capability; task comparison: editorial proximity — wooden workpieces to tile and stone installation, and real conditions are verified separately. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Measurement and surface inspection and process records; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add terrazzo batching and pouring and grinding and polishing capability; task comparison: editorial proximity — on-site pouring and grinding processes must be learned separately, with no distant difficulty conclusion drawn. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Surface inspection, grinding tools, and quality records; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add wooden component machining and assembly and installation capability; task comparison: editorial proximity — furniture finishing to wooden component fabrication, tasks may overlap but conditions are independent. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Wood identification, repair tools, and drawing verification; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add upholstery structure and fabric cutting and covering capability; task comparison: editorial proximity — upholstery is a supplemental task of this occupation and also a separate occupation, and specific training is verified separately. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Furniture disassembly and the upholstery supplemental tasks where conditions apply; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Needs to add the coating and decoration materials and processes for various objects; 51-9123 is not a building wall painter; task comparison: editorial proximity — this occupation and the 51-9123 object coating tasks may overlap, and it is not a position exclusive to building walls. Actual qualifications and recruitment and training are verified separately, and no difficulty ranking is made.

Transferable basis to explore｜Material selection, application, decoration, and surface inspection; individual experience must be verified, and this does not equal all the target skills.

Editorial judgment: conditions must be independently made up

Source method｜This round verified the O*NET definition of this occupation with 22 tasks, 57 work contexts, RAC and 4 software, and newly hired education; national OEWS2025 wages and BLS this occupation EP2025—2035 are kept separate, the current industry split is 65/10/25, and the page has no year. The OOH carpenter group is only a comparison scope, and the law has its own independent substantive source; occupational tasks are not used to support legal provisions.

Source register｜This round verified the occupation overview, details, national wages, EP, industry, and OOH; the applicable OSHA spray finishing standard, the occupational disease law Article 35 / PIPL scope, and the 2025 hazardous waste list each have independent sources, and old certification and training general directories are not used as specific qualification facts.

Access date｜This round, on 2026-10-03, the official pages for this occupation were verified: O*NET updated2026, national wages 2025, and BLS EP2025—2035; old material access records are kept as history, and not all directories are written as newly accessed this round. The old NBS / ILO entries, following the same round's public material scope, did not obtain values for this occupation.

Insufficient evidence: precise national, city, and employment-type wages and employment for this occupation in China, the U.S. furniture category and skill and pay factor breakdown and the four industry wages, the quantitative AI exposure, adoption, and efficiency causality for this occupation, China projections, the individual validity of the six assessments, and a representative recruitment sample were not obtained; they are marked by specific section and not filled in as substitutes, the current industry65/10/25 has been verified, and the old shared registers 49/51 remain pending independent review under protection boundaries.