Loading page content
On this page, machine operators and tenders refer specifically to the machine operation and tending of shoes and shoe parts: check materials against work orders, align components, operate joining, decorating, reinforcing, or finishing equipment, inspect finished products and stitching, record anomalies, and hand off. The work output is shoe parts meeting specifications and quality records; the frozen Chinese name does not represent all industrial machine positions.
Passing on paper only observes calculation and recording; real machine operation, repair and troubleshooting, restart, and quality release each require training and authorization. Do not trial unknown settings.
Independently complete with paper and pencil K1 left/right piece counting, K2 stitch spacing, K3 defect deduplication, K4 handoff, and K5 guard anomaly form; do not touch machines, needles, or glue.
This page corresponds to US O*NET51-6042 shoe machine operation and tending: use machines to join, decorate, reinforce, or finish shoes and shoe parts; the tasks are divided into work order preparation, test-run alignment, machine processing, finished product inspection, and handoff. The Chinese shoe-making worker standard is a related manufacturing skill scope, and the specific products, equipment, and operating authorization must be checked separately.
The 2026 update's 19 tasks involve work orders, machine test runs, shoe part alignment, joining and finishing, and finished product inspection.
129,441 yuan/year
2025 national average wage of all personnel in non-private units; not this occupation's wage.
O*NET national wages (BLS OEWS) | https://www.onetonline.org/link/localwages/51-6042.00?p=annual; BLS table 1.2 occupational projections | https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm; O*NET shoe machine tasks 51-6042 | https://www.onetonline.org/link/details/51-6042.00
26,560 USD/year
| Entry positions | What is mainly done in the early period after joining | Suggested process evidence to check | How to prove ability without experience | Difference from other directions |
|---|---|---|---|---|
| Work order preparation | Check model, size, left/right pieces, and material labels | Fields are clear, and unknowns are not filled in at random | Fictional K1 batch checklist | Preparation records do not grant machine authority |
| Trained in alignment and feeding | Confirm component direction to the edge marks | Positioning is accurate and machine procedures are followed | Paper marking lines and dimension readings | Paper cannot prove real feeding |
| Shoe machine process execution | Execute the confirmed joining, reinforcement, and finishing processes |
This page refers specifically to 51-6042 shoe machine operation and tending, machine joining, decorating, reinforcing, and finishing of shoes and shoe parts. The frozen Chinese name does not represent all industrial equipment positions.
51-6041 includes broader fabrication and repair of shoes, luggage, and harnesses and may use hand tools; 51-6042 focuses on machine processes for shoe parts. Products, tools, and training are separate.
China's 2024 shoe-making worker standard 6-05-04-01 covers related shoe manufacturing skills with general education of junior high school and five skill levels; it cannot serve as a one-to-one US shoe machine qualification or a license for all machines.
If you are willing to repeatedly align shoe parts, check stitching and labels, keep defect records, and report anomalies clearly, you can explore first. Machine repetitive load, materials, and shifts are checked separately.
This page refers specifically to US 51-6042 shoe machine operation; the frozen Chinese name does not represent all machines. Assessments and paper exercises are not hiring or hands-on qualifications; the scope of the related Chinese shoe-making standard is checked separately.
Operate or tend machines to join, decorate, reinforce, or finish shoes and shoe parts; check materials against work orders, align components, test-run, and inspect finished products. Specific machine processes, maintenance, and release require separate checks of training and authorization.
Hand control | Align shoe parts to seams, edges, or marks with repeated fine operations. Quality judgment | Inspect finished products, stitch embedding, dimensions, and surfaces, and check the original specifications before recording defects. Equipment contact | Operate stitching machines, presser feet and rollers, or related shoe-making machines, with the specific type depending on the position. Test run and maintenance | Check machine functions before production and perform routine maintenance per authorized procedures. Repetition and posture | Continuous hand movements, close observation, and sitting or standing postures require bench checks. Pace and communication | Process flow and delivery dates may create pressure, and anomalies must be handed to upstream and downstream processes. Noise and materials | Machines, adhesives, and heat-finishing conditions vary, and protection plans are checked on site. Site differences | Positions with the same name differ in shoe styles, craft, equipment, and output. Authority boundary | Operation training does not equal authorization for troubleshooting, live repair, or quality release.
Input versions, sizes, materials, and functional anomalies are clear.
The five percentiles are 26,560, 29,090, 35,650, 43,090, 47,700 USD/year; not an individual starting wage.
Check the work order and labels → confirm shoe style and size → check materials and left/right pieces → check machine status → test-run per procedure → record anomalies pending verification
6-05-04-01 is a shoe manufacturing-related skill standard and cannot serve as a license for all machine operation and repair.
Real machine control requires training and cannot be inferred from paper work.
51-6042 employment 4.6 to 4.2 thousand, −6.9%, annual openings 0.4 thousand; the net change uses the official −0.3 thousand.
Take labeled shoe parts → align to the edge line → position and feed per procedure → execute the confirmed craft → inspect stitching and appearance → record and hand to the next process
The 2024 Hunan enterprise survey shows a median annual wage of 4.52 ten-thousand yuan for shoe-making workers, a related local manufacturing sample only, not a national independent shoe machine occupational wage.
Inspect stitched finished products to specifications, retain reading and piece numbers, and hand off items pending verification.
51-6042 focuses on machine operation and tending for shoes and shoe parts; 51-6041 covers broader leather product fabrication, decoration, and repair and may use hand tools. Products, tools, and responsibility are checked separately.
Make, decorate, or repair various leather products to specifications.
Complete shoe part processing and inspection per the confirmed shoe machine process.
Shoes, luggage, and harnesses, patterns and hand tools, and customer repair requests.
Shoe parts, machines, work order labels, and finished product specifications.
Shoe machine operators and tenders operate or tend machines used to join, decorate, reinforce, and finish shoes and shoe parts, align components per work orders, thread and adjust stitching, inspect finished products for conformity to specifications, and perform routine maintenance such as cleaning, lubrication, and replacing broken needles. This page corresponds to US 51-6042; adjacent responsibilities such as hand tool repair, industrial equipment maintenance, patternmaking, and procurement management require separate checks of training and authority.
Check materials → cut and join → assemble and finish → repair review and delivery.
Check the work order → test-run → align and process → finished product inspection → handoff.
Leather products meeting requirements, replacement components, and repair records.
Machine-processed shoe parts, stitched finished products, and inspection records.
Fabrication and repair personnel, technical, and customer handoff responsibilities are checked separately.
Shoe machine operation, process, and quality personnel are each responsible.
Materials and craft, repair feasibility, and medical authority are not granted by a title.
Machine maintenance, troubleshooting, restart, and quality release follow training and authorization.
Broad leather fabrication and repair does not equal the ability to operate every machine.
Shoe machine experience does not equal all machines or professional repair ability.
Check the specific shoe style, machine, inputs, training, safety, and quality handoff; the name and national wages cannot replace position conditions.
Check shoe style materials, left/right pieces, stitching machines, or other joining and finishing machines.
Work objects and processes
Ask who handles test-run mentoring, cleaning and lubrication, and broken needles and jams respectively.
Training and authorization
Check work order versions, inspection standards, and rework and release responsibility.
Quality basis
How guards and unclear defects are stopped and segregated, and who confirms them.
Exception escalation
Check region, shift and piece rates, overtime, and benefits; do not apply US annual wages to Chinese monthly wages.
Income and hours
Check the bench, repetitive hand operations, noise, and actual material protection.
Body and environment
Adjacent skills can serve as a starting point for exploration, but tools, materials, equipment safety, craft, and approval responsibility still require separate training. Shoe machine experience cannot be used to infer maintenance or management qualifications.
The four adjacent occupations are compared using O*NET tasks; the two internal scenarios of joining and finishing are editorial summaries, not new official occupational classifications.
First compare the work objects of shoe machine processes with hand shoe and leather work, multi-product machine stitching, patternmaking, and quality inspection, then consider the repetitive operations and quality responsibility you are willing to take on.
The product and hand tool scope is broader than shoe machine work and may include repair intake
Prefers materials, multiple products, and repair judgment
Process, join, finish, or repair shoes, luggage, and harnesses to patterns
Shoe and leather product fabrication and repair
Multi-product materials and machine stitching, not specifically shoe parts
Prefers machine stitching but is willing to learn about different products
Stitch apparel, furniture, or other finished products and check stitching
Sewing machine operation
Focuses on pattern design dimensions and material utilization, not equal to shoe machine processing
Likes shapes and dimensions, pattern versions, and paper reasoning
Draw, construct, and adjust patterns used for cutting
Fabric and apparel patternmaking
Different product methods and judgment standards require training and do not directly grant shoe quality release
Likes evidence, records, and quality judgment
Inspect products to specifications and record defects and test results
Product inspection and testing, sorting, sampling, and weighing
An internal process example of this occupation; the specific stitching machines are checked separately
Prefers positioning, stitching, pace, and connection quality
Join, stitch, or reinforce per the work order after aligning shoe parts
Shoe machine joining and reinforcement scenario
An internal process example; heat, pressure, and chemical material risks depend on the site
Prefers appearance details, repeated checks, and process flow
Process and inspect shoe part surfaces and decoration positions to specifications
Shoe machine decoration and finishing scenario
Use a fictional batch stitch spacing record to observe details, then check the target product machine's training conditions, shifts, and craft quality requirements.
Beginners
Complete this page's fictional batch and stitch spacing records
Draft users
Recalculate quantities and deviations, and retain anomalies
Career changers
Ask clearly about test runs, maintenance, and shutdown procedures
Process collaborators
Save specification versions, component identification, and pending items
AI can assist with work order explanations, inspection records, and handoff drafts, but cannot confirm from text alone that shoe parts are aligned, stitch embedding is qualified, or the machine is safe. Shoe machine programs, automatic feeding, and other automation are judged separately from generative AI. Insufficient evidence: no independent 51-6042 AI adoption rate or substitution ratio was found.
O*NET shoe machine 51-6042
Work orders, alignment, test runs, processing, and inspection tasks.
BLS shoe machine projection
Independent employment change, not an AI substitution rate.
ILO2025 exposure index
Potential task exposure, not actual adoption.
GPTs are GPTs
Language model task potential and limitations.
WEF2025 future of jobs
Background on employer expectations for technology and skills.
NISTAI600-1
Source review, confidentiality, and responsibility governance.
O*NET shoe machine activities
Physical machine control and text records are assessed separately.
Work orders, machines, physical products, and quality handoff are different responsibilities in this occupation; tool output must return to actual specifications and readings and cannot change the craft on its own.
Can organize model, size, material, and version differences
Check the original work order labels and hand ambiguous specifications to craft confirmation
Can classify defects and pending questions in the records
Readings and physical components are checked by people, and the status of defective items is not automatically released
Can retrieve approved explanations and generate training questions
Real alignment and feeding, control, test runs, and troubleshooting follow site procedures
The following research addresses language model capability, potential task exposure, employer expectations, or risk governance and does not give a nationally measured substitution ratio for shoe machine workers. O*NET is used to identify tasks and does not measure AI effects.
Insufficient evidence: potential exposure is not adoption or unemployment; there is no independent substitution ratio for this occupation
ILO2025 refined index of generative AI occupational exposure
Cross-occupation tasks and the potential capability of generative AI
Some tasks may shift, while physical shoe machine tasks still need separate analysis
Task capability estimates are not measured job disappearance
GPTs are GPTs, 2023 research
The potential impact of language models on US occupational tasks
Used to distinguish text task potential and cannot infer that machines are already automated
Employer expectations are not causal evidence for shoe machines
WEF2025 Future of Jobs Report
Surveys employer expectations about technology and skill change
Can serve as skill change background but does not quantify 51-6042 substitution
Governance frameworks do not provide occupational adoption ratios
NISTAI600-1，2024
Generative AI risks and management actions
Supports source review, privacy, and responsibility design; not an employment forecast
Occupational task material does not measure AI effects
O*NET51-6042，2026
Shoe machine operation, test run, and finished product inspection tasks
Helps identify the different control points of physical machines and recording tasks
Can handle work order labels, specification explanations, and handoff text, but physical alignment, stitching, and safety status cannot be proven by a draft.
Adoption depends on material quality, confidentiality, review, and site access; language model capability does not prove that a factory has adopted it.
Position changes are also affected by demand, trade, craft, and corporate investment, and the −6.9% employment projection cannot be attributed to AI.
Insufficient evidence: there is no independent 51-6042 substitution ratio. Document assistance can be discussed, but AI potential cannot be used to infer that real machine control and inspection are already unstaffed.
ILO task exposure and O*NET shoe machine tasks
The official tasks focus on work orders, machine test runs, shoe part alignment, and inspection; programming cannot be written as a uniform entry threshold, and specific digital machines require separate training checks.
O*NET tasks and the BLS typical path
Can organize work order versions, inspection defects, reasons pending verification, and handoff drafts. Retain the original values and component identification, and do not treat a draft as a conclusion without review.
GPTs task exposure research and O*NET task background; recording assistance is an editorial inference and did not measure actual adoption or substitution rates for this occupation.
BLS projects US 51-6042 employment from 4.6 to 4.2 thousand, a change of −6.9%; there are still 0.4 thousand openings each year, including replacement from transfers and exits, and this is not a China forecast.
BLS2025—2035 independent row
Cannot be decided by text output. Safety status, troubleshooting, craft adjustment, and quality release depend on actual inspection and authorized personnel, and the role's responsibility is not handed to a draft.
O*NET physical inspection and NIST risk
Insufficient evidence: the existing projection is not a disappearance timetable and cannot predict positions at a specific factory or location. Maintain specific craft training and check real recruitment and production conditions.
BLS projection limitations
First learn to check work orders, identification, readings, stitch defects, and anomaly handoff; after passing the paper trial, arrange safe machine training at a suitable venue.
O*NET tasks and the Chinese shoe-making standard
When using text tools to organize shoe machine material, first limit the work order version, source, and permitted content, then have craft or quality personnel check the actual results.
Decide which shoe style work order to organize, and list model, size, material, version, and missing items.
Handle only fictional or de-identified material permitted for external use, and limit the purpose of the explanation draft.
Check each item against the original work order, component identification, and inspection readings; the machine and physical status are checked separately by people.
Retain the original records, sources, tool output, and the person who made changes, and do not erase anomalous readings.
Craft changes, troubleshooting restarts, and quality release are executed per organizational and site authorization, and AI does not issue them.
Wrong stitch spacing, thread tension, or troubleshooting suggestions may damage the product or injure people
Use only approved procedures, and hand unknown settings and troubleshooting to trained personnel
Shoe style designs, customer orders, and employee records may carry confidentiality requirements
Use only fictional or authorized material, and do not upload real unapproved data
Old size material or parameter explanations may be written into a new work order
Retain the work order version and source, and record changes and approvals separately
The model may change units, batches, or averages and hide defects
Humans recalculate and retain the original readings, and anomalies are not released by averaging
A tidy report cannot prove that shoe parts and machines are already qualified
Clarify the inspector, items pending verification, and authorized decisions; the draft is not used for release
Organize labels and versions
Check work order materials
Work order preparation
Language tools serve only as a checking draft, and the original labels and materials are confirmed by people
Confirm functions, guards, and procedures
Pre-production machine check
Test run preparation
A text checklist can assist but cannot automatically prove the machine is safe
Position shoe parts to the edge marks
Component alignment and feeding
Machine joining
Physical operation follows training; automatic feeding differs from generative AI
Execute the confirmed shoe machine craft
Joining, reinforcement, finishing
Processing control
Automation capability depends on the machine and cannot be inferred from text
Check specifications, stitching, and surface defects
Finished product and stitching inspection
Quality check
Defect records can be classified, but actual components still require human inspection
Clean and lubricate per procedure or report broken needles
Routine maintenance anomalies
Machine tending
Material retrieval does not grant troubleshooting or repair authority
Retain quantity readings and pending-verification status
Batch and quality handoff
Process handoff
Can draft handoff text, while approval and original records rest with people
Prioritize practicing work order checking, shoe part identification, stitching and dimension inspection, and anomaly handoff; text tools can assist records, and real machine operation requires safety training.
2025 national average wage of all personnel in private units; not this occupation's wage.
113,594 yuan/year
2025 average wage of all personnel in non-private manufacturing; not this occupation's wage.
2025 average wage of all personnel in private manufacturing; not this occupation's wage.
100,572 yuan/year
2025 average wage of all personnel in manufacturing above designated size; not this occupation's wage.
151,997 yuan/year
2025 average wage of professional and technical personnel in manufacturing above designated size; not this occupation's wage.
102,667 yuan/year
2025 average wage of clerical personnel in manufacturing above designated size; not this occupation's wage.
2025 average wage of production and manufacturing personnel in manufacturing above designated size; not this occupation's wage.
Insufficient evidence: no occupation-specific quantified result for how generative AI affects Chinese shoe machine occupational wages was found; machine automation and generative AI are kept separate.
Insufficient evidence: no national Chinese shoe machine occupational wage was obtained. The 2024 Hunan shoe-making worker enterprise sample is a related local manufacturing definition and does not cover the independent 51-6042 occupation or self-employment profit.
Joining and stitching
Align shoe parts, join per confirmed machine settings, and check stitching.
Check stitching machine type, materials, loading and test runs, and maintenance authorization; not an education or salary grade.
Reinforcement and decoration
Execute reinforcement or decoration processes per the work order and check positions and surfaces.
Machine programs differ by product, and paper drawing reading cannot prove hands-on ability.
Forming and finishing
Process shoe part finishing per the product flow and record appearance defects.
Heat, pressure, or adhesive conditions depend on the site; do not infer that all equipment can be operated.
Process quality and handoff
Check specifications, batches, readings, and the status of defective items, and hand to the next process.
Inspection records and formal release authority are separate; rework must have a craft basis.
Production line and shifts
Check machines, processes, output, shift rotation, and piece-rate rules; an industry average cannot serve as a quote.
Training and maintenance
Confirm who handles test runs, daily cleaning and lubrication, and broken needles and jams respectively.
Quality and physical conditions
Check quality and rework responsibility, repetitive load, the bench, noise, and material protection.
O*NET shoe machine workers 51-6042 | https://www.onetonline.org/link/details/51-6042.00; China shoe-making worker 2024 standard | https://www.mohrss.gov.cn/xxgk2020/fdzdgknr/rcrs_4225/jnrc/202402/W020240201347751304641.pdf
Shoe machine process and inspection directions (editorial summary)
Divided by product, process, and deliverables, not arranged into a salary ladder by education.
National precise occupational wages and current machine quotes are still missing; regional historical samples, enterprise wages, and piece-rate quotes are each checked for year, hours, and scope.
National Bureau of Statistics 2025 unit wages | https://www.stats.gov.cn/sj/zxfb/202605/t20260515_1963707.html
The eight items are 2025 pre-tax annual averages for units, manufacturing, or broad occupation groups, not the median for the shoe machine occupation. Manufacturing non-private 113,594/private 76,055 yuan and above-designated-size all personnel 100,572 yuan are broad references; the professional, clerical, and production groups are not individual grades. Urban legal persons with 5 or more persons exclude self-employment and freelance work, pre-tax includes personal deductions, and the size statistics have separate industry thresholds.
Hunan 2024 related shoe-making worker sample
The official enterprise survey shows shoe-making worker annual wages P10 to P90 at 3.18, 3.66, 4.52, 6.28, 9.30 ten-thousand yuan; median 4.52 ten-thousand yuan. Not an independent national shoe machine occupational wage.
Stratified PPS sampling of 12073 enterprises across the province; wages include base pay, bonuses, allowances and subsidies, overtime, and similar; not individual business profit.
National and current shoe machine quotes
Insufficient evidence: no Chinese national shoe machine occupational distribution or current recruitment quotes for the same region and same hours were obtained; do not extrapolate from old local samples.
China's shoe-making worker standard 6-05-04-01 covers manufacturing skills and cannot be mapped one-to-one to US 51-6042; the 2024 Hunan sample serves only as local related background.
National Bureau of Statistics 2025 unit wages | https://www.stats.gov.cn/sj/zxfb/202605/t20260515_1963707.html
35,650 USD/year
May 2025 US 51-6042 national P10 annual wage; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
May 2025 US 51-6042 national P25 annual wage; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
35,650 USD/year
May 2025 US 51-6042 national P50 annual wage; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
May 2025 US 51-6042 national P75 annual wage; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
47,700 USD/year
May 2025 US 51-6042 national P90 annual wage; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
4.6 thousand (2025)
Projected employment 4.6 to 4.2 thousand, including self-employment, with 26.3% self-employment in the base period; source | https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
−6.9%（2025—2035）
Official net change −0.3 thousand, change −6.9%; rounded counts are not recalculated; source | https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
0.4 thousand/year
Average annual job openings include replacement from transfers and exits and do not equal net additions; source | https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
US 51-6042 is an independent shoe machine occupation and does not mix the combined 51-6040 shoe and leather scope or the 51-6041 repairers; wages cover wage and salary employees and exclude self-employment, while the projection includes self-employment.
2025 median annual wage 35,650 USD; 2025—2035 employment change −6.9%, average annual openings 0.4 thousand.
The occupational annual wage for wage and salary employees is not self-employment profit; the 26.3% self-employment share in the projection base period is not a startup success rate.
Wage and self-employment scope
For an individual quote, check hours, piece rates, overtime, benefits, and output requirements, and do not divide the annual wage by 12 as a Chinese quote.
Hours, piece rates, and shifts
Stitching machines, joining and reinforcement, and finishing equipment and materials differ, and skill training and maintenance responsibility must be checked per position.
Products and machine tasks
Shoe manufacturing
Insufficient evidence: by-industry annual wages for this occupation were not obtained
The 51-6042 national values were verified, but 2025 independent by-industry data were not obtained, and adjacent occupation wages are not used to fill in; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
Shoe part related manufacturing
Insufficient evidence: by-industry annual wages for this occupation were not obtained
The 51-6042 national values were verified, but 2025 independent by-industry data were not obtained, and adjacent occupation wages are not used to fill in; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
Repair related scenarios
Insufficient evidence: by-industry annual wages for this occupation were not obtained
The 51-6042 national values were verified, but 2025 independent by-industry data were not obtained, and adjacent occupation wages are not used to fill in; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
Other shoe machine use scenarios
Insufficient evidence: by-industry annual wages for this occupation were not obtained
The 51-6042 national values were verified, but 2025 independent by-industry data were not obtained, and adjacent occupation wages are not used to fill in; source | https://www.onetonline.org/link/localwages/51-6042.00?p=annual
No. 35,650 USD is the 2025 US 51-6042 national median annual wage, not a uniform entry wage; the 10th percentile 26,560 USD likewise does not represent a newcomer quote.
Individual annual pay depends on hours, piece rates, shifts, and contract, and this page does not convert the hourly wage directly into take-home income.
The O*NET wage page labels the national data as BLS2025; insufficient evidence: independent by-industry wages for this occupation have not yet been obtained.
Check shoe style materials, machine craft, pace, test-run training, quality responsibility, and piece-rate, overtime, and benefit conditions.
US national
P10 is 26,560 USD/year and cannot be labeled a uniform entry wage.
National median 35,650 USD/year; individual quotes may be higher or lower.
P90 is 47,700 USD/year and does not represent what is guaranteed after automatic promotion.
R95 and C48 are higher, and I13 is third. You can first observe whether you are willing to repeatedly perform physical shoe machine tasks and specification records.
O*NET occupational interest baseline, not an individual diagnosis.
High interest does not prove machine control or training is qualified.
Reliable, detail-focused behavior helps inspection and handoff, but occupational performance cannot be inferred from Big Five scores.
Editorial task mapping, not an occupational personality pass line.
Do not treat caution or extroversion level directly as a hiring threshold.
What can be observed is willingness to repeatedly check work orders, align shoe parts, look for stitch defects, and retain the original records; the machine and physical conditions still need to be checked.
MBTI can help describe preferences but cannot determine which type is necessarily suited to shoe machine work.
The O*NET51-6042 interest ranking is R95, C48, I13, with R/C more prominent; this is US occupational interest material, not an ability, qualification, or hiring threshold.
For self-discussion, not position admission evidence.
RCI (top three interests in order)
R95 · C48 · I13
Type labels do not replace materials, craft, and equipment training.
The Enneagram can serve as language for reflecting on feedback habits and does not give shoe machine workers an exclusive type.
Editorial exploratory use, not proof of position validity.
Do not interpret the type as safe operation or quality ability.
Use paper exercises to observe two-piece units, tolerance endpoints, and defect deduplication; no IQ threshold is set.
The problem's calculations are editorial design, not an occupational intelligence test.
Fast calculation does not prove alignment, machine control, or formal release.
Clearly stating anomalies and listening to craft feedback helps, and no emotional intelligence score line is required.
Editorial summary based on task communication.
Communication cannot replace machine safety and maintenance authorization.
Assessments are for exploration. Work orders, stitching, materials, equipment, and repetitive load must be observed through actual tasks; paper results do not replace machine training and safety authorization.
More useful signals are being able to align steadily, repeatedly check specifications, record defects, accept feedback, and hand off machine anomalies promptly. First experience it with a fictional batch and stitch spacing, then check real training conditions.
Shoe and leather fabrication and repair
Willing to handle materials, hand tools, and repair limits
Broader products and materials and repair intake ability need to be added
Multi-product machine stitching
Willing to position stitching and check repeatedly
Garment fabrics or other product craft equipment require separate training
Hand stitching
Likes small-scale stitching and reinforcement
Hand stitching and materials do not equal machine control
Patterns and dimensions
Willing to check shapes, dimensions, and versions
Patternmaking methods and product structures require training
Furniture upholstery fabrication
Willing to do fabric joining and appearance inspection
Furniture upholstery structures and tools require separate training
Product quality inspection
Willing to check specifications, defects, and original records
Different product inspection standards and approval responsibility need to be added
See whether the person is willing to repeatedly align, check stitching, retain original values, and accept feedback; paper accuracy is only preliminary record evidence.
There is no introversion exclusion line; the person must be able to hand missing parts, machine anomalies, and nonconforming items clearly to the responsible person.
Extroversion does not guarantee specification checking and fine machine control, and actual inspection records and training observation are still required.
There is no mandatory type derived from official tasks. Use the type as a hypothesis, then look at work orders, inspection, and feedback.
R95/C48/I13 is an occupational baseline ranking, not an individual hiring score; see whether there is interest in physical processing and specification records.
This page provides no occupational validity or score threshold. Real performance must be checked against the specific product, machine, quality, and safety training.
First practice two-piece units, tolerance endpoints, and deduplicated counting, and keep questions when something is unclear; do not replace learning with an IQ label.
The person must be able to report anomalies, listen to feedback, and hand off; no uniform occupational emotional intelligence threshold was verified, and safety responsibility still follows procedure.
An occupational judgment cannot be made directly from the type. Observe whether the person can retain facts and revise records when rework occurs.
Submit the K1 quantity table, K2/K3 inspection table, K5 anomaly form, and K4 handoff package, then check the difference between real machine training and inspection positions.
If you are willing to repeatedly check work orders, align marks, inspect stitching, retain defects, and report anomalies clearly, you can explore first.
Whether repetitive arm movements, close observation, noise, and shifts suit you must be checked on site; physical discomfort must be addressed and should not be endured to prove fit.
Use fictional K1 to K5 to practice two-piece quantities, stitch spacing, defect deduplication, and shutdown handoff, with paper and pencil only and no machines, needles, or glue.
Occupational interest values are for exploration and do not grant qualifications.
Shoe machine work order alignment, test runs, and inspection are the core tasks.
US BLS typical education and experience, not a uniform Chinese condition.
The related skill scope of the Chinese shoe-making standard; machine authorization is checked separately.
General machine guarding risk support, not a substitute for site procedures.
Maintenance hazardous energy requires training and authorization.
O*NET shoe machine work context and repetitive motion.
Ergonomics indicates bench posture and repetitive load.
Actual risk is confirmed by the stitching, pressing, and finishing equipment, materials, and process. OSHA provides only general US risk basis, not Chinese regulations or this occupation's incident rate; maintenance energy control follows site procedures.
Shoe machine needle zones, pinch points, maintenance startup, and repetitive postures may injure people; specification and stitching errors will let defects flow into the next process. Check equipment protection, mentoring, and shutdown handoff, and do not bypass procedures to rush work.
O*NET gives machine, stitching, test run, and inspection tasks; OSHA machine guarding, energy control, ergonomics, and solvent material support general risks. The cards are task scenario summaries, not incident statistics.
Operators and nearby colleagues
Puncture, crush, or more serious injury
Operate per protection and training procedures; stop the affected machine and report guard anomalies, and do not remove guards to rush work
Hands near moving parts when operating stitching machines, presser feet, or rollers
Operations, maintenance, and collaboration personnel
Injury from accidental startup or stored energy release
Maintenance is performed by trained and authorized personnel per site energy control; being able to process does not mean the operator can troubleshoot
Energy not controlled during cleaning, needle replacement, or jam handling
Shoe machine and inspection personnel
Fatigue or musculoskeletal load
Check the bench, pace, and available adjustments, report discomfort promptly, and accept appropriate treatment
Long periods of fine alignment, repetitive arm operations, or bending to observe
Related processing and maintenance personnel
There may be chemical exposure or burns, depending on the product and equipment
Check actual material safety data, ventilation and protection, and heat equipment procedures, and do not assume every position is the same
Some processes use adhesives, cleaning products, or heat equipment
Processing, inspection, and downstream personnel
Rework, scrap, or defective products flowing out
Retain the original specification, piece number, and readings, segregate pending items, and judge each piece to standard without masking anomalies with averages
Work order version, left/right pieces, or stitch spacing defects handed to the next process without checking
Operations, maintenance, quality, and the team
Risk not removed and status and responsibility confused
Write the shutdown or pending-verification status with the receiver, evidence, and authorized decision, and confirm restart and quality release separately
Saying orally that work can continue while guard anomalies or defects are unhandled
51-6042 shoe machine tasks and work context
US general machine guarding risk
General risk of specific solvent products; do not assume all shoe machine positions are the same.
General maintenance hazardous energy risk
Ergonomics material on repetitive postures
| Test run records, finished product specifications, and anomaly feedback |
| K1 to K4 inspection handoff package |
| Different equipment and materials require separate training |
| Process quality support | Check stitch spacing and defects piece by piece, and segregate pending items | Original readings are traceable and nonconforming items are not erased | Stitch spacing deviation and defect table | Inspection records do not equal release authority |
| Machine tending collaboration | Report guard anomalies and perform routine maintenance per authorization | Can explain shutdown, segregation, and the receiver | K5 anomaly handoff form | Does not troubleshoot on one's own or remove guards |
Typical US path
BLS51-6042 is high school or equivalent education, no related experience, and short-term on-the-job training.
This is a US typical statistic, not a Chinese or per-employer condition.
Related Chinese standard
The 2024 shoe-making worker standard 6-05-04-01 has general education of junior high school, with different conditions from level five to level one.
Shoe-making skill assessment does not automatically authorize all machines or professional repair.
Process evidence
Official tasks require work order checking, test runs, alignment, processing, and finished product inspection.
Check a real position's tasks, materials, and equipment item by item, not just the title.
Machine training
Paper work can show recording and inspection thinking, while real machines are trained at a venue with the right conditions.
Ask clearly about safety procedures, mentoring, troubleshooting responsibility, and who releases quality.
Materials and setup | All fictional, paper and pencil only
Do not use real needles, machines, glue, or customer products; experience work orders and inspection through shoe part batches and stitch spacing records. The tolerance and stop rules in the problem are practice settings only.
K1 | Work order S-42 requires 12 pairs of shoe upper parts, with 1 left piece and 1 right piece per pair; 12 left pieces and 11 right pieces arrived. Left and right pieces are not interchangeable. List the target total pieces, the total received, and the missing pieces.
K2 | The problem sets a stitch spacing target of 3.0 mm with an allowed range of 2.8 to 3.2 mm (inclusive of endpoints). The four independent records are 2.9, 3.0, 3.4, and 2.8 mm. Check the deviation and conformity of each, and do not replace per-piece judgment with an average.
K3 | Inspect 10 pieces and record that pieces 01, 03, and 07 have defects; 03 has both skipped stitches and edge line offset. Count the number of defective pieces, conforming pieces, and the ratio by unique piece number, and do not double count 03.
K4 | These 10 pieces are an independent fictional inspection group and are not mixed with the received batch count of K1. The 3 defective pieces are segregated pending verification, and no repair or release result has been given; output the work order, quantities, readings, defect status, and handoff records.
K5 | When production is about to start, the machine guard is found to be loose; this problem requires stopping work on that machine, recording the anomaly, and handing it to authorized maintenance personnel, with the authorized person deciding whether to restart after safety is confirmed. Do not touch real machines and do not instruct guard removal.
Tasks and outputs
Independently write the K1 quantity table, K2 deviation and conformity table, K3 unique piece number defect table, K4 quality handoff, and K5 machine anomaly form. Keep the original values, units, problem numbers, and unknown results.
List on-site hands-on training, craft adjustment, and quality release as items requiring separate verification.
Reference answer | Complete it independently first
K1 target 12×2=24 pieces; received 12+11=23 pieces, missing 1 right piece, and a left piece cannot substitute for a right piece.
K2 deviations −0.1, 0, +0.4, −0.2 mm; 2.9, 3.0, and 2.8 are conforming and 3.4 is nonconforming; the original 3.4 is retained, and an average cannot mask the anomaly.
K3 the unique defective pieces 01, 03, and 07 total 3 pieces; 7 pieces have none of the listed defects, and the defect rate is 3/10=30%. Do not count 4 defective pieces in total simply because piece 03 has two defects.
K4 the three defective pieces are segregated pending verification; no rework pass or release result has been given, so it cannot be called a formally conforming delivery. K5 stop that machine, record the loose guard, hand it to authorized maintenance, and await safety confirmation; do not keep rushing the work.
Boundaries and review
The 12 pairs, 24 pieces, and the independent 10-piece inspection group are recorded separately; the stitch spacing allowed range is a fictional teaching condition, not a uniform industry tolerance.
Paper calculations and the anomaly form do not prove operating, maintenance, or quality release ability. Actual procedures, safe energy control, and craft standards are confirmed by on-site training.
Batch quantity checklist
Target 24, received 23, missing 1 right piece; left/right pieces and two-piece units are kept separate.
The original problem K1 and the calculations are traceable, and no replenishment result is fabricated.
Stitch spacing and defect inspection form
The four readings' deviations are −0.1, 0, +0.4, −0.2; 3.4 is nonconforming. In the independent inspection of 10 pieces, 3 pieces are defective, 7 have none of the listed defects, and the rate is 30%.
Piece 03's repeated defects are not counted as extra pieces, and the original readings are not altered.
Machine anomaly form
K5 loose guard: stop work on that machine, record the facts, hand it to authorized maintenance, and leave the restart pending confirmation.
Paper only; no guard removal or troubleshooting operations are designed.
Quality handoff package
K4 the three defective pieces are segregated pending verification; save the work order, piece numbers, readings, unknown disposition, and receiver.
Correct counting does not mean the real product has been released.
| Stage | May be assessed | Observation evidence | Usage boundary |
|---|---|---|---|
| Work order checking | Explain pairs and pieces and left/right parts per K1 | Target 24, received 23, missing 1 right piece | Not a uniform employer exam |
| Stitch spacing inspection | Compare each item against 2.8 to 3.2 per K2 | 3.4 is nonconforming and the original value is retained | The fictional tolerance is not a real craft standard |
| Defect counting | K3 deduplicates by unique piece number | 3/10=30%, and 03 counts as only one piece | Multiple defects on the same piece differ from the number of defective pieces |
| Anomaly handoff | K4 pending verification and the K5 guard problem | Segregate defective pieces, stop that machine, and have authorized personnel take over | Does not grant real troubleshooting, restart, or release authority |
Day 1 | Check shoe machine tasks
Read the occupational scope and K1 to K5, and write the boundaries of machine operation, inspection, and maintenance authority.
Day 2 | Check the left/right batch
Calculate K1 target 24, received 23, missing 1 right piece, and check units and interchange limits.
Day 3 | Check stitch spacing
Calculate the four deviations per K2, judge each item, and retain the original 3.4 value.
Day 4 | Check defective pieces
K3 deduplicates by 01/03/07 and calculates 3 pieces, 7 pieces, and 30%.
Day 5 | Write the handoff anomaly
K4 defective pieces segregated pending verification, and K5 stop that machine, hand to authorized maintenance, and await confirmed restart.
Day 6 | Recalculate and revise
Seal the first draft before checking the answer, verify two-piece units, tolerance endpoints, and defect deduplication, and record the reasons for revision.
Day 7 | Check real training
Review whether you are willing to repeatedly inspect and hand off, and list questions about the target shoe style machine, mentoring, safety, and hours.
| Qualification / status | Who it mainly suits | Real effect in job seeking | Whether it is a universal entry threshold | Application / registration conditions | Investment level | Important limits |
|---|---|---|---|---|---|---|
| US high school or equivalent education | Those exploring US shoe machine positions | BLS51-6042 typical path | A typical statistic is not a threshold for all employers | Per the target position and school requirements | Based on existing education and a supplementary study plan | Does not directly infer Chinese requirements |
| US short-term on-the-job training | Newly hired shoe machine personnel | BLS lists short-term on-the-job training with no related experience | Typical statistic; checked separately on site | Employer arrangements and equipment training | Duration is verified by the position | Not a claim that no safety training is needed |
| China shoe-making worker skill levels | Related shoe manufacturing practitioners | The 2024 standard's level five to level one assessment | Not a uniform license for all machine positions | Each level has different age, experience, and education routes | Per the current arrangements of the local assessment body | Does not grant all repair or US qualifications |
| Specific machine operation training | Those executing alignment, joining, and finishing | Check test run craft and protection procedures | Per site safety and authorization | Equipment, materials, and mentoring conditions are checked separately | Does not fabricate uniform course hours or fees | Paper work cannot replace hands-on practice |
| Inspection and quality training | Process quality support personnel | Learn specifications, stitching, and unique defect counting | Enterprise craft and responsibilities are checked separately | Check inspection standards and release responsibility | Per the actual process arrangements | Correct records do not equal formal release authority |
| Professional maintenance authorization | Those participating in troubleshooting and maintenance | Clarify energy control and maintenance responsibility | Not automatically held because of the operator title | Confirmed on site by a party with the right conditions | Tasks and training scope are checked separately | Does not remove guards on one's own or troubleshoot live |
The Chinese 2024 shoe-making worker standard and the US BLS typical education and training are kept separate. The shoe-making standard has general education of junior high school and five skill levels, with application conditions varying by level and route; a uniform seniority promotion cannot be invented.
Paper work orders and inspection sheets only observe recording and calculation and do not prove stitching or other shoe machine operating ability; machine training, routine maintenance, troubleshooting and repair, restart, and quality release each require separate authorization checks.
Actual equipment safety follows site procedures and the applicable jurisdiction; OSHA material provides only general US risk basis and is not treated as Chinese regulations.
This page did not obtain a verifiable current single-employer case, so no uniform monthly wage, education, or experience threshold is written.
Insufficient evidence: no current single-employer shoe machine position case whose identity, date, duties, and quote conditions are all verifiable was obtained. Official tasks and editorial exercises cannot serve as recruitment announcements.
To check a specific position, look item by item at shoe style, machine, process, shift and piece rates, test-run mentoring, and quality and maintenance responsibility; do not apply data directly by title.
Manufactured shoe styles and machine types differ, and the following paths are an editorial summary based on training and evidence, not a uniform seniority, salary grade, or promotion promise.
Check batches, units, labels, stitch spacing, and defects, and retain the original records.
Basic: work orders and inspection
Learn test runs, alignment, processing, and anomaly shutdown per confirmed procedures.
Trained: machines and safety
Inspect finished products per the process, segregate pending items, and hand off to upstream and downstream processes.
Execution: craft and quality
Take on complex products or mentoring after accumulating traceable craft quality evidence; maintenance is authorized separately.
Advanced: complex process collaboration
First check work orders, alignment, processing, and finished product inspection, complete the fictional paper batch and stitch spacing records, then receive real machine training at a venue with the right conditions.
Skill levels, machine operation, professional repair, and quality approval are checked separately, and the occupational name does not automatically authorize them.
China and the US understand training, assessment, and on-site safety requirements separately.
The BLS US typical statistic is high school or equivalent, no related experience, and short-term on-the-job training; China's shoe-making worker standard 6-05-04-01 is a related manufacturing skill standard.
US 51-6042 typical education, experience, and short-term on-the-job training
China 6-05-04-01 shoe-making related skill standard
O*NET shoe machine tasks and work context
OSHA general machine guarding risk basis
Paper does not grant stitching machine authority
Proceed to machine training under suitable conditions
K1/K2 calculations and inspection table
Check work order left/right pieces and stitch spacing
Paper preparation
Execute within the training scope
Add finished product inspection and anomaly handoff
Mentored machine and product inspection records
Learn alignment, loading, test runs, and joining
Trained joining
Quality release is authorized separately
Accumulate complex material training
Conforming and defect records and feedback
Join per the confirmed craft and inspect stitching
Joining execution
Does not automatically grant professional maintenance
Review craft and quality improvement
Craft trials, quality, and feedback are traceable
Handle more complex shoe style craft and mentoring
Complex joining collaboration
Does not mean being able to hot press or polish
Check the target process and protection
Paper component identification and pending items
Check positions, materials, and surface requirements
Drawing reading preparation
Material heat and pressure conditions are checked separately
Add defect classification records
Mentored test runs and surface inspection
Learn to confirm equipment and craft procedures
Trained in finishing
Does not arbitrarily change craft settings
Receive complex product training
Work order batch appearance and anomaly records
Execute reinforcement or finishing and check specifications
Finishing execution
Formal technical approval is authorized separately
Review process flow
Rework causes and craft feedback
Collaborate with upstream and quality improvement
Finishing collaboration
Paper data does not grant release
Learn real inspection standards
K3 defects 3/10 and K4 handoff
Count by unique piece number and retain the readings
Inspection record basics
Maintenance scope follows authorization
Add machine status and batch linkage
Mentored inspection and shutdown handoff records
Check finished products and machine status, and report anomalies
Trained in quality tending
Troubleshooting restart and release are separate
Accumulate cross-process anomaly experience
Original record piece numbers and disposition status
Continuously check specifications and segregate defects
Quality tending execution
Does not infer root cause from records
Add craft or professional maintenance training
Cause evidence, authorized decisions, and feedback
Review defects and shutdown handoff
Complex anomaly collaboration
BLS projects US 51-6042 employment from 4.6 thousand in 2025 to 4.2 thousand in 2035, a change of −6.9% with average annual openings of 0.4 thousand. A decline may still involve replacement, and this is not a China order or AI substitution forecast.
US national
Annual openings include replacement from transfers and exits and do not equal net additions.
Official net change −0.3 thousand; rounded counts are not recalculated.
Employment change and average annual openings
Shoe machine workers 51-6042
−6.9% · 0.4 thousand/year
US national
National salaried occupational percentiles, not a newcomer or individual promise.
Excludes self-employment; precise by-industry values were not obtained.
Occupational median annual wage
Shoe machine workers 51-6042
35,650 USD/year
China's broad manufacturing wages and the related Hunan sample
2025 industry annual averages; 2024 local sample
NBS2025 manufacturing non-private 113,594/private 76,055 yuan pre-tax annual averages are broad references, not this occupation. The 2024 Hunan shoe-making worker median of 4.52 ten-thousand yuan is a local enterprise related occupation sample.
Insufficient evidence: no national Chinese shoe machine occupational wage and no current quote were obtained.
Broad industry wages, not an occupational quote
All personnel in manufacturing, across occupations
Non-private 113,594/private 76,055 yuan/year
51-6042 national salaried annual wage five percentiles
51-6042 independent employment projection and typical entry path
China's 2025 unit industry and broad occupation group wages, not the shoe machine occupation
Hunan 2024 shoe-making worker local enterprise related sample, not a national shoe machine occupation or a current individual quote.
Broader leather products, manual pattern cutting, and repair intake
Shoe parts, joining, appearance, and defect records
Close task connection, not qualification mutual recognition
Different fabrics, products, and machine settings
Machine stitching, alignment, and inspection
Close process; materials and products require separate training
Hand needlework methods and detail control
Joining, stitching, and appearance quality
Adjacent needlework tasks, not automatic transfer
Patternmaking design, dimension adjustment, and layout
Specification and dimension, identification, and pattern understanding
Medium editorial distance; core methods need to be added
Upholstered furniture structures and dedicated tools
Fabric joining, component alignment, and appearance inspection
Medium; product structures and tools differ
Product testing methods, instruments, and judgment standards
Specifications, readings, defects, and handoff
Adjacent quality direction; approval responsibility is checked separately
Hand tool safety and material cutting control
Process to marking lines and inspect quality
Adjacent processing; tool training needs to be added
Diagnosis and disassembly, energy control, and maintenance training
Identify machine anomalies and maintenance records
Distant professional repair; operating experience does not replace qualifications
Text tools can assist work orders and defect records, while physical alignment, machine safety, and inspection need on-site evidence. Insufficient evidence: no independent AI adoption or substitution ratio for this occupation was obtained.
Insufficient evidence: no national Chinese shoe machine occupational wage and no current quote under the same conditions were obtained. NBS2025 manufacturing non-private 113,594/private 76,055 yuan pre-tax annual averages are broad references; the 2024 Hunan shoe-making worker related enterprise sample median of 4.52 ten-thousand yuan/year, and neither is this occupation's national wage or self-employment profit.
2025 median annual wage 35,650 USD; 2025—2035 employment change −6.9%, annual openings 0.4 thousand, including replacement from exits. Wages and the projection have different coverage.
First use K1 to K5 with paper and pencil to check left/right pieces, stitch spacing, defects, and handoff, then check real machine mentoring and safety procedures; passing on paper does not prove operating ability.
Equipment procedures and training authorization must be followed; machine operation does not automatically grant maintenance authority, maintenance hazardous energy requires control, and do not remove guards or restart on your own.
Needle zones and pinch points, accidental startup, repetitive postures, and material and heat equipment risks in some processes must be checked on site; do not treat general OSHA risk as Chinese regulations or an occupational incident rate.
A projected decline still involves replacement and cannot guarantee or deny individual opportunity. Check the target region's products, machines, training, shift income, and quality responsibility before deciding.
The shoe machine tasks and paper exercises on this page are labeled with their sources respectively; machine troubleshooting, restart, and quality release responsibility cannot be handed to a text draft.
Occupational tasks are based on O*NET51-6042, and wages and projections are based on BLS2025 and 2025—2035 respectively; for China, the 2024 shoe-making standard, the 2024 Hunan local survey, and NBS2025 are used.
This round on 2026-10-02 checked shoe machine task interests, the national five percentiles, the independent EP, the Chinese standard's definitions, levels, and assessment, the original Hunan detail tables and notes. NBS, AI, and OSHA material follow the documents already verified in this batch and are not claimed as all newly visited this round; the 2024 local data are not a current quote.
The related Chinese standard and the US occupation do not establish qualification mutual recognition. K1 to K5 are entirely fictional, the path suggestions are editorial summaries, and no verifiable single-employer announcement was used.
Operate machines to join, decorate, reinforce, and finish shoes and parts.
The 19 tasks include work orders, alignment and test runs, inspection, and routine maintenance.
O*NET OnLine
United States
2026 update
Occupational tasks, context, interests
Occupation-specific
Not all machine occupations; operation and professional maintenance authority differ.
2026-10-02
P10 to P90 are 26560, 29090, 35650, 43090, 47700 USD.
National median 35650 USD/year.
O*NET / BLS
United States
May 2025
National salaried annual wage percentiles
Occupation-specific
Excludes self-employment; not starting pay or an individual promise.
2026-10-02
Employment 4.6 to 4.2 thousand, official net −0.3 thousand, −6.9%, annual openings 0.4 thousand.
Self-employment 26.3%; typical high school or equivalent, no related experience, short-term on-the-job training.
BLS
United States
2025—2035
Independent 51-6042 employment and entry path
Occupation-specific
Rounded counts are not recalculated, openings include replacement from exits, and this is not a China forecast.
2026-10-02
National five percentiles were obtained.
The reading entry failed this round, but the official national original table's five percentiles were verified; 2025 independent by-industry wages are still not obtained, and this does not infer that the data do not exist.
O*NET / BLS
United States
May 2025
Insufficient evidence: independent by-industry wages were not obtained
Occupation-specific
National wages do not equal by-industry wages and cannot be filled in as 0.
2026-10-02
National non-private 129441, private 71590 yuan.
Manufacturing non-private 113594, private 76055 yuan.
National Bureau of Statistics
Mainland China
2025
Unit industry and broad occupation group averages
Industry reference
This batch has read the 2025 original table's eight manufacturing unit/occupation groups and reuses the pre-tax, 5-person legal person, exclusion of self-employment and freelance work, and size threshold notes; not shoe machine wages. This round did not revisit the previously timed-out endpoints.
2026-09-28
General education is junior high school, with different conditions from level five to level one.
Related processes, materials, equipment, and safety knowledge for leather shoes, athletic shoes, and cloth shoes.
Ministry of Human Resources and Social Security
Mainland China
Announced 2024-01-17
6-05-04-01 related skill assessment
contextual
Chinese shoe-making skills and the US shoe machine occupation are not qualification mutual recognition, and machine authority is checked separately. This round the original PDF was obtained and its preface, occupational definition levels, education, application and assessment, and basic safety knowledge were checked, without claiming to have read every work requirement page by page.
2026-10-02
The official detail table shows shoe-making worker P10 to P90 at 3.18, 3.66, 4.52, 6.28, 9.30 ten-thousand yuan/year.
Stratified PPS sampling of 12073 enterprises across the province, period 2024, 1 to December.
Hunan Provincial Department of Human Resources and Social Security
Hunan, China
2024 data; published 2025-12-29
Shoe-making worker local enterprise wage sample
contextual
A related local manufacturing sample, not the national independent shoe machine occupation, and not individual profit or a current quote.
2026-10-02
Moving parts can cause serious puncture, crush, and press injuries.
Protective measures support the machine anomaly control scenario.
OSHA
United States
Accessed 2026-09-28
General moving machinery risk
contextual
General US risk, not Chinese regulations or a shoe machine incident rate.
2026-09-28
Repetitive motion and poor postures can create musculoskeletal load.
Work fit and risk feedback are the control direction.
OSHA
United States
Accessed 2026-09-28
Repetition and posture risk
contextual
Does not provide this occupation's injury ratio or an individual diagnosis.
2026-09-28
Operate machines to stitch various finished products.
Alignment, stitching, and inspection have task connections with shoe machines.
O*NET OnLine
United States
2026 update
Adjacent machine stitching tasks
contextual
Training for different product materials and equipment needs to be added.
2026-09-28
Wages include base pay, bonuses, allowances and subsidies, and overtime.
Stratified PPS sampling, with occupations classified per the 2022 occupational classification.
Hunan Provincial Department of Human Resources and Social Security
Hunan, China
2024 data
Wage definition and sampling method
contextual
The definition does not provide a national shoe machine distribution and is not used for monthly wage conversion.
2026-10-02
Study the potential exposure of occupational tasks.
Supports distinguishing technical possibility from actual adoption.
ILO
Global
2025
Cross-occupation potential task exposure
contextual
Not independent adoption, substitution rates, or wage causal results for the shoe machine occupation.
2026-09-28
K1 to K5 are all fictional batches, stitch spacing, defects, and guard anomalies.
Paths and transition distances are task comparisons, not employer text.
FermatMind editorial
Cross-market
2026-09-28
Editorial summary and paper exercises
editorial
Paper does not prove machine hands-on work, maintenance, and quality release ability.
2026-09-28
Source review and risk control.
Data handling and final responsibility are arranged by the organization.
NIST
United States
2024
AI600-1 risk governance
contextual
Governance frameworks do not provide occupational adoption or unemployment ratios.
2026-09-28
Discusses language model task potential.
Does not write technical exposure as an adoption timetable.
Eloundou et al.
United States
2023
Language model potential task impact
contextual
Not a measured test of shoe machine automation or a job disappearance forecast.
2026-09-28
Surveys employer expectations about future technology and skill change.
Used for skill background, not as independent shoe machine statistics.
WEF
Multi-market
2025
Employer technology and skills expectations
contextual
Expectations are not an occupational AI causal substitution rate.
2026-09-28
Official tasks are used only to check position duties.
Insufficient evidence: no verifiable current single shoe machine recruitment case was obtained.
FermatMind editorial
Cross-market
2026-09-28
Current recruitment case gap
editorial
Does not treat official tasks or paper exercises as an announcement, wage, or uniform threshold.
2026-09-28
Make, decorate, and repair shoes, luggage, and harnesses.
May use hand tools, with a broader product craft scope than shoe machines.
O*NET OnLine
United States
2026 update
Adjacent broad leather product tasks
contextual
Not 51-6042 wages or machine qualifications.
2026-09-28
Inspect and test products to specifications.
Tasks and defect records are connected.
O*NET OnLine
United States
2026 update
Adjacent quality inspection tasks
contextual
Different product testing methods and approval responsibility require training.
2026-10-02
Some products may contain solvents and carry health risk.
Check specific safety data and on-site controls.
OSHA
United States
Accessed 2026-09-28
General risk of actual chemical products
contextual
Cannot assume all shoe machine positions are exposed to the same solvents.
2026-09-28
Design, construct, and adjust fabric and apparel patterns.
Used to explain the difference between specification patterns and machine processes.
O*NET OnLine
United States
2026 update
Adjacent pattern and dimension tasks
contextual
Not a source of shoe machine craft or shoe-making qualifications.
2026-09-28
Accidental startup or stored energy release during maintenance can injure people.
Control procedures and authorized personnel training are important.
OSHA
United States
Accessed 2026-09-28
Maintenance accidental startup risk
contextual
General US requirement; on-site and applicable Chinese procedures are checked separately.
2026-09-28
Furniture upholstery and fabric processing and joining.
Alignment and appearance inspection tasks can be compared.
O*NET OnLine
United States
2026 update
Adjacent upholstered furniture fabrication tasks
contextual
Product structures and tools differ; not automatic transfer.
2026-09-28
Median 35650 USD/year.
P10 to P90 are 26560 to 47700 USD.
O*NET / BLS
United States
May 2025
51-6042 annual wage
Occupation-specific
Wages cover salaried workers and exclude self-employment; not a Chinese quote.
2026-10-02
Hand stitch or reinforce finished products.
Used to compare joining methods.
O*NET OnLine
United States
2026 update
Adjacent hand needlework tasks
contextual
Hand needlework experience does not directly prove machine feeding control.
2026-09-28
High school or equivalent education, no related work experience.
Short-term on-the-job training.
BLS
United States
2025 base period
Typical entry path
Occupation-specific
A statistical typical is not a uniform Chinese or employer requirement.
2026-10-02
Wages cover salaried workers and exclude self-employment.
Annual wage percentiles are not a uniform entry wage or skill level.
BLS
United States
2025 wage statistics
Wage coverage and method
contextual
Reuses the methodology already read in this batch's 0907: OEWS excludes self-employment and differs from the EP projection coverage; not individual hours or self-employment profit.
2026-10-02