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SOC 51-3099
Other food processing workers carry out work involving this occupation's objects, processes, quality, and delivery; specific tasks, training, qualifications, protocols, and authority must be checked against original local and employer documentation.
Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((0+25+75)/3+0.5)=33; fermatmind-ai-impact-v1; 2026-10-18.
Responsibility judgment | Real fit depends on doing three things together at production-line pace: maintain standard operations (batch checks, sorting and preprocessing, weighing and packaging, net content and seals), ensure food safety (temperature and time limits, raw and cooked separation, cleaning and disinfection, foreign-object prevention), and retain reviewable records (batches, labels and traceability, abnormality isolation and escalation). Test this through a verifiable experience, such as factory production-line observation or assistance, food safety and hygiene training with practical assessment, or a simulated batch exercise, rather than an interest questionnaire alone.
Caution signals | Editorial summary (this residual title has no O*NET work-context data): Work usually occurs in cold or room-temperature processing workshops and lines, with prolonged standing, repetitive movements, lifting, and trips to refrigerated areas, potentially involving knives, rotating equipment, wet floors, and cleaning chemicals. Peak production requires consecutive shifts. Strict food safety and hygiene requirements mean negligence at any stage may cause batch scrapping or recalls. If cold and wet environments, prolonged standing, and repetitive labor are difficult, or strict hygiene and recording requirements do not suit you, weigh these practical costs carefully.
Adoption conditions | Workshop tools must produce traceable, reviewable outputs without replacing actual on-site judgments of ingredients and equipment; reminders and dashboards must not displace hygiene and production time; weighing, label, and release records require lead or quality-inspector confirmation before production and traceability use. Technical demonstrations do not establish adoption or change food safety responsibilities.
Career direction comparison
Introduction | Four comparison columns cover occupational direction, core work and outputs, key differences, and choices it better suits. These jobs often connect in a workshop (processing after ingredient mixing, packaging after processing), but are not interchangeable. Moving between directions requires relearning processes, equipment, and hygiene procedures.
| Career direction | Core work and output | Key differences | Best-fit choice |
|---|---|---|---|
| This occupation: Food Processing Workers, All Other | Outputs are compliant processing and packaging results: batch-check records, sorting and preprocessing, weighing and seals, labels and lots, hygiene and abnormality records. | Centers on unlisted general food processing and packaging assistance: incoming checks, sorting and preprocessing, equipment feeding and monitoring, weighing, packaging and labels, hygiene and allergens, batch records and traceability. | Better suited to people able to repeat work steadily at line pace, accept cold and wet conditions, and attend closely to hygiene and batch records. |
AI impact on this career
51-3099 has no O*NET task data, so an overall medium-to-low generative AI exposure level cannot be established. Authorized records, dashboards, label checks, and production planning are editorial candidates without measured adoption or effects; weighing and alarm automation are not automatically generative AI. AI Impact Score 33% is an editorial estimate. Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((0+25+75)/3+0.5)=33; fermatmind-ai-impact-v1; 2026-10-18.The three tasks, ratings and sources are listed in the FermatMind method source record on this page.
FermatMind AI Impact Score estimation method v1
FermatMind / 费马测试 · 2026-10-18
Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
Chinese mainland salary reference
Classification comparison | US SOC 51-3099 / O*NET-SOC 51-3099.00 is a residual all-other food-processing category. China uses national economic classifications and manufacturing, agricultural-food processing, and related categories. Classifications and definitions differ; no numerical conversion.
This page concerns residual category 51-3099; general tasks are editorial checking examples, not O*NET common duties. National Bureau of Statistics figures are pre-tax annual means for urban-unit employees; total wages include remuneration under statistical rules and cannot broadly exclude all bonuses, allowances, or overtime payments. National, industry, and job-group means do not replace individual income or contract offers.
Insufficient evidence: No mainland China monthly wages verifiable by city or region obtained; advertised pay, industry means, and secondhand accounts do not substitute.
US pay reference
Selected subject is 51-3099 Other Food Processing Workers, not the whole food and tobacco processing group: May2025 median 39680 dollars / year, 19.08 dollars / hour; 2025 employment 67400, 2025—2035 growth 5.5%, annual openings 7400; BLS typically no formal education and moderate-term on-the-job training. Median is not starting pay; percentiles do not establish experience or shifts as causes.
| Wage statistical position | Annual wage reference | Conversion boundaries | How to understand this position |
|---|---|---|---|
| Lowest 10% | 10th percentile 32,210 dollars / year (2025, BLS OEWS) | Official annual wage, not personal monthly income | Wage positions are not job levels, experience, or shift groups. Median is not an entry offer; original exact percentiles not re-obtained. Check personal income by actual contracts and hours. |
| Median (50%) | Median annual wage 39,680 dollars (2025 BLS OEWS through O*NET; median hourly wage 19.08 dollars) |
Career fit guide
Record experiences through authorized simulations or observation; a single task is not validated as the most reliable predictor.
You may be a closer fit： Fit signals: Willing to sort, preprocess, and package steadily at line pace, follow hygiene and batch records, and coordinate upstream and downstream tasks.
Situations requiring care： Check actual environment, protection, and loads before observing experience; editorial scenarios do not replace real requirements.
Try an entry exercise： Validation suggestion: Test movement speed, hygiene habits, and abnormality reporting in a simulated or real line task before long-term commitment.
Work pressure, risks, and occupational boundaries
Editorial checking: Relevant contamination or allergens, temperature and times, equipment and wet floors, labels and lots, foreign objects, and workloads. No occupational accident rates or consequence rankings obtained; not all exposures assumed for each role.
O*NET confirms no task or context data for the residual category; OOH equipment occupations provide group background only. Six cards are editorial scenarios; wages and projections do not prove risks. NIST is not food hygiene, equipment, or labor law; complete applicable provisions unchecked.
Typical scenario：Scenario | Switching allergen lots without required utensil and glove changes creates cross-contamination risk.
Roles most affected：Line and quality teams; consumers
Possible consequence：Failure of raw and cooked separation, utensil disinfection, or allergen isolation; cross-contamination and allergens may cause batch scrapping, recalls, and health consequences
Entry, qualifications, and career development
Editorial path: Check target hiring, health, and actual hygiene rules, receive mentoring and moderate-term training, gather real operation and abnormality records, then explore specific processing or leadership. Not an official complete sequence. US no-formal-education entry is not a Chinese threshold; the residual category is not uniformly assistants. Check training, statutory qualifications, and authority separately.
Career outlook and transitions to related occupations
Selected subject is 51-3099 Other Food Processing Workers, not the whole food and tobacco group: May2025 median 39680 dollars / year, 19.08 dollars / hour; 2025 employment 67400, 2025—2035 growth 5.5%, annual openings 7400; BLS typically no formal education and moderate-term training. Exact original percentiles / industries and OEWS count not re-obtained; Chinese wages and hiring are acquisition gaps, not proof of unestablished statistics.
United States · SOC 51-3099（Food Processing Workers, All Other）
Current 2025 employment 67400, 2025—2035 growth 5.5%, annual average 7400.
Employment size, growth rate, and openings
Current growth 5.5%, annual average 7400 includes growth and replacements, not net additions or recruitment-ad counts.
Projections include self-employment and unpaid family work, unlike OEWS; original OEWS about 65000 not re-obtained.
O*NET-SOC 51-3099.00 is a residual category defined only as All food processing workers not listed separately. O*NET publishes no task or context data for such titles. An editorial industry-practice summary includes incoming checks, sorting and preprocessing, equipment assistance, weighing and packaging, hygiene and allergens, records and traceability, excluding separately listed ingredient mixing, cooking machinery, baking and drying, and slaughtering and cutting occupations.
Choose a real task from this page for a small practice project or a conversation with someone in the field. Use the planning guides to set a date, an output and feedback questions before deciding whether to continue.
Fit signals | Editorial summary (this residual title has no O*NET work-context data): Food-processing roles often involve repetitive work beside production lines and equipment, requiring steady sorting, preprocessing, weighing, packaging, or equipment assistance to procedures and pace, alongside hygiene habits and teamwork. If you accept long-term standard work and fixed shifts, are attentive to details and cleanliness, and willingly take recordkeeping and escalation responsibility as needed, this occupation's daily demands are closer to your working style.
This checklist supports self-questioning only, not hiring criteria, ability scores, or conclusions about food quality and safety. This page follows US O*NET-SOC 51-3099.00, Food Processing Workers, All Other (the fixed index assigns this asset the Chinese name for other food processing workers). This is a residual category for food processing workers not listed separately. O*NET explicitly states that task, work-context, and interest data are not collected for such titles; duties and context here are editorial summaries of food-processing practice, with official data gaps visibly recorded as Insufficient evidence: where relevant.
Practice prompt | A completely fictional food-processing factory receives an order requiring grading and packaging. Write an operational proposal covering: (1) checking incoming materials by batch (name, lot number, quantity, temperature, and appearance) and recording results; (2) sorting, preprocessing, or assisting equipment under process requirements (washing, grading, removing foreign matter, weighing, packaging); (3) hygiene and allergen controls (changing clothes and washing hands, separating raw and cooked food, disinfecting tools and surfaces, pest and foreign-object prevention); (4) process checks (temperature and time limits, net content and seals, labels and lot numbers) and records; and (5) isolation, pausing, and escalation when abnormalities occur. Use public information and simulated data, without real business, product, or customer information.
Safe work sample (a completely fictional task package): Given simulated batches and process requirements at a food factory (3 incoming lot numbers and one allergen-isolation requirement), complete an operational proposal within 60 minutes: incoming checks (names, lots, quantities, temperatures, appearance), sorting and preprocessing plan (washing, grading, foreign-matter removal, weighing), hygiene and allergen controls (changing clothes, handwashing, raw and cooked separation, tool and surface disinfection, foreign-object prevention), process checklist (temperatures and time limits, net content and seals, labels and lot numbers), and abnormality isolation and escalation workflow. Specify situations requiring a pause and escalation rather than handling them yourself, such as abnormal temperatures, suspected contamination, equipment failure, and labeling errors.
Environment and pace | Work takes place in food-processing workshops and lines, often year-round in cold or hot, humid conditions, moving between refrigerated, room-temperature, and packaging areas. Line speed and order batches determine pace; harvest and holiday peaks often require consecutive shifts or overtime, interrupted periodically by hygiene, washing, and changeovers. Physical loads center on prolonged standing, repetition, moving ingredients and finished goods, and cleaning equipment. Follow procedures for wet floors, cold protection, and rotating-equipment safety.
Adjacent responsibility boundaries | This page covers O*NET-SOC 51-3099.00. Adjacent but distinct occupations include Food Batchmakers (batch ingredients and mixing), Food Cooking Machine Operators and Tenders (cooking machines), Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (baking and drying machines), Packaging and Filling Machine Operators and Tenders, Graders and Sorters, Agricultural Products, and Packers and Packagers, Hand. Processes, equipment, and authority differ. Recipe development, equipment repair, food safety incident determinations, and statutory hygiene inspections belong to relevant roles and authorities; this occupation does not replace their judgment or sign-off.
Difference from food-and-tobacco-roasting-baking-and-drying-machine-operators-and-tenders (Roasting, Baking, and Drying Machine Operators): They operate baking, drying, and roasting equipment and control temperature profiles. This occupation does not take process-control responsibility for such specialist equipment, focusing on batch checks, sorting and preprocessing, and packaging records.
| Dimension | Primary track | Comparison track |
|---|---|---|
| Core purpose | Before choosing, compare actual tasks (sorting, preprocessing, equipment assistance, packaging, and cleaning proportions), qualification and training paths (short on-the-job training, food safety and hygiene, forklift and equipment training), shifts and physical demands (cold and wet conditions, rotations and consecutive peak shifts, prolonged standing and lifting), and progression (batchmaking, cooking or baking machinery, inspection, and production-support management). Manufacturing and retail-processing businesses differ substantially; check actual hiring and workshop observations. | Difference from graders-and-sorters-agricultural-products (Graders and Sorters, Agricultural Products): They focus on produce appearance and grading, often at purchasing and primary-processing stages. This occupation has a broader scope including equipment assistance and packaging and must follow finished-product hygiene and batch-traceability requirements. |
| Main objects and basis | AI task exposure | Digital tools may assist batch and inventory records, line dashboards, weighing and label-check alerts, equipment alarms and maintenance reminders, and simple production scheduling. On-site staff retain incoming judgments, sorting and preprocessing, equipment feeding and abnormality stops, hygiene and allergen control, and batch recording and reporting. Task exposure does not equal replacement. | Responsibility boundaries cannot be inferred from similar titles: Ingredient mixing, cooking, baking and drying, packaging and filling, grading and sorting, and support steps differ in process objects, equipment, and authority. Cross-role work requires relearning processes and hygiene procedures; judgment and sign-off authority do not carry over. Recipes, equipment, and food safety incidents require relevant responsible parties. |
| Core process | Human control points and review | On-site staff and leads or inspectors must judge incoming materials and batches, sort and preprocess, feed equipment and stop for abnormalities, control hygiene and allergens, check net content and labels, and record and report batches. Tool-generated weighing, label, dashboard, and record conclusions require human review and retained evidence before use. | Data and system prerequisites | Check traceability of batch and output records to original batches, equipment alarm and maintenance definitions, recipe and process version control, allergen and label information access and retention, degraded operation during network or equipment failure, and consistency between line dashboards and quality records. |
| Main outputs | Failure risks | Unreviewed outputs may cause batch and label errors, weighing and net-content deviations, inaccurate inventory and scrap records, or execution of unconfirmed process and release decisions as established plans, causing batch scrapping, recalls, and compliance risks. Specify reviewers and original records before implementation. | Remaining responsibilities | Do not automatically approve ingredient usability (temperature, appearance, batch status), suspected allergen cross-contact or foreign objects, equipment safety, label and batch correctness, or scrapping and recall decisions. Tool outputs do not establish acceptability or authority. |
| Responsible parties | Practical response | First use tools in reversible, auditable, low-risk steps (batch-record organization, weighing-check alerts, inventory and scrap registration), subject to lead and quality confirmation and actual production. Expand based on errors and quality incidents; food safety and release judgments retain human confirmation. | Employment evidence boundaries | Distinguish scopes for wages and employment. US O*NET and BLS figures are estimates under specific definitions and cannot be directly extrapolated to mainland China or elsewhere. Chinese industry averages are background proxies, not occupational wages. Generated content should trace to original inputs and sources; fluent wording is not evidence of correctness. |
| Authority and approval | Insufficient evidence: Mainland China has not established public occupational wages precisely matching Other Food Processing Workers; industry means, advertised pay, and third-party estimates are not substituted. | Cross-market statistical boundaries | Mainland China and the US use different industry and occupational classifications. China publishes urban-unit employee average wages by national economic industry category, not separately for this occupation; the US estimates by SOC occupation and industry. Do not combine or convert them or replace occupational wages with industry means. |
| Conclusion boundaries | US wage review points | Figures come from BLS OEWS May 2025 and BLS 2024—2034 projections (through O*NET). Check occupational scope (SOC 51-3099, a residual all-other category), overtime and benefits (excluded by OEWS), and national rather than specific regional or employer scope. | Mainland China wage review points | This page provides statistical definitions, industry proxies, and visible gaps only, without estimated occupational pay. Before using figures, check comparability of scope (industry category / occupation), period, unit, and covered population. |
Check names, lot numbers, quantities, temperatures, and appearance, register arrival conditions, isolate nonconforming batches, and report abnormalities immediately.
Wash, grade, remove foreign matter, and trim to specifications, remove nonconforming products and handle them by category, and maintain process continuity and pace.
Feed and receive materials under procedures, monitor operation and simple alarms, stop and report abnormalities, and do not independently repair equipment.
Weigh, fill, and seal to specifications, check net content and packaging integrity, apply labels, and verify lot and date information.
Change clothes, wash hands, disinfect utensils, maintain raw and cooked separation and allergen isolation, clean surfaces and equipment, and prevent foreign objects.
Record batches, output, scrapping, and abnormality handling, ensure labels match records, and complete shift handovers and reports.
Mainland China wage evidence—market scope | National Bureau of Statistics average urban-unit employee wages are nationwide industry figures without occupational breakdowns. Manufacturing and related categories provide background only, not occupational wages. Food-processing employment differs greatly between manufacturing and retail processing and is difficult for public statistics to cover.
Insufficient evidence: No mainland China median for other food processing workers verifiable by occupation has been obtained; industry-category means are not substituted.
Cross-market boundaries | Mainland China industry means and US occupational wages differ in subjects, periods, and definitions; presented separately with limits, without currency conversion or treating industry means as occupational wages.
| Food Batchmakers | Outputs are ingredient mixtures and intermediate products: weighing and measuring, mixing and stirring, batch retention samples and records. | Centers on weighing and mixing ingredients to recipes, determining ratios and mixing processes, and taking responsibility for batch consistency. | Better suited to people willing to learn recipes and ratios and take measurement-accuracy responsibility; those doing only support steps suit this occupation. |
|---|
| Food Cooking Machine Operators and Tenders | Outputs are cooked products: equipment and temperature control, parameter records, discharge and handover. | Centers on cooking equipment and heating-process control, determining temperature and time parameters and taking responsibility for doneness and sterilization. | Better suited to people willing to learn equipment and temperature control and take process-parameter responsibility. |
|---|
| Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders | Outputs are baked or dried products: equipment settings and operation, temperature-profile records, and finished-product checks. | Centers on baking, drying, and roasting equipment and temperature profiles, with responsibility for moisture and color indicators and highly specialized equipment. | Better suited to people wanting to specialize in equipment and processes and accumulate long-term experience at a fixed stage. |
|---|
| Graders and Sorters, Agricultural Products | Outputs are grading and sorting results: appearance and grade judgments, removal and classification, quantities and records. | Centers on produce appearance and grade judgments at purchasing and primary processing, with less customer contact and equipment operation. | Better suited to people preferring standards-based judgments and sorting with less equipment and packaging work. |
|---|
| Packers and Packagers, Hand | Outputs are packaged goods: filling and box sealing, stacking and labels, package counts and handover. | Centers on hand packaging and boxing, filling, sealing, and stacking to specifications, usually without process-parameter or equipment-control responsibility. | Better suited to people preferring final steps such as packaging and stacking without equipment or process parameters. |
|---|
Conclusion | This residual category covers food processing workers not separately listed, with work varying by product and business. Core distinctions concern whether workers determine process parameters or operate specialist equipment. This occupation often handles batch checks, sorting and preprocessing, equipment assistance, weighing and packaging, and hygiene records; batchmakers determine recipes and ratios, cooking-machine operators control heating, roasting and drying operators control temperature profiles, graders determine grades, and hand packers focus on packaging. Authority and process responsibilities differ, so judgment and sign-off authority do not carry across roles.
Transition | Adjacent roles are compared by process-parameter decisions and specialist-equipment operation to help choose processing work for long-term commitment. Whatever the direction, work readiness depends on process and hygiene understanding, stable work at line pace, and employer- or lead-recognized practical assessment; interest questionnaires only raise questions.
Technical feasibility: Tools may technologically reach a task; this is feasibility only, not permission or organizational adoption.
Institutional adoption: Introduction depends on company rules, food safety and hygiene requirements, and equipment; food safety and release responsibility do not transfer with tools.
Job outcomes: Job gains or losses from task changes depend on products and orders, line automation, and employment arrangements, not directly on feasibility.
| Work area | Task | Current change | Human control point |
|---|---|---|---|
| Editorial candidate: Forms and traceability systems may organize records; people judge. No occupational adoption or effects measured. | Organizing incoming and batch check records | Check and register incoming names, lots, quantities, temperatures, and appearance | People judge and register on site; tools only assist recording |
| Editorial candidate: Essentially no generative AI involvement; no occupational adoption or effects measured. | Sorting and preprocessing | Wash, grade, remove foreign matter, and trim to specifications | Relies on touch and experience; people judge quality |
| Editorial candidate: Tools may assist alarm reminders and dashboards; no occupational adoption or effects measured. | Equipment feeding and monitoring | Feed equipment, monitor operation and alarms, stop and report | People perform on-site operation and safety judgments |
| Editorial candidate: Tools may assist weighing and label-check alerts; no occupational adoption or effects measured. | Weighing, packaging, and labeling | Weigh, fill, seal, label, and check to specifications | People perform on-site checks and assess seal quality |
| Editorial candidate: Essentially no generative AI involvement; no occupational adoption or effects measured. | Hygiene and allergen control | Change clothes, wash hands, disinfect utensils, separate raw and cooked food, and prevent foreign objects | People perform on-site execution and judgment |
| Editorial candidate: Traceability systems and templates may assist; no occupational adoption or effects measured. | Batch records and traceability | Record batches, output, scrap, and abnormalities and ensure consistency | People are responsible for record authenticity |
| Editorial candidate: Communication and work-order tools may help; no occupational adoption or effects measured. | Abnormality isolation and reporting | Isolate and report temperature, contamination, and equipment abnormalities | People handle on-site judgment and communication |
Evidence introduction | Cite only sources supporting claims and identify jurisdiction, period, and scope. O*NET does not collect task or work-context data for residual titles such as 51-3099; these descriptions are editorial summaries of food-processing practice. Broad occupational-group research must not infer individual job changes here. Technology lists do not prove adoption, and sources do not replace on-site ingredient and equipment judgments.
The following tool assignments for adjacent roles are editorial candidates to check against actual equipment and authority; enhancement, replacement, and adoption have not been measured.
AI primarily changesEditorial candidates: Tools may accelerate batch and inventory records, line dashboards, weighing and label-check alerts; no occupational adoption or effects have been measured.
Human responsibility remainsIncoming judgments, sorting and preprocessing, equipment feeding and abnormality stops, net-content and seal checks
AI primarily changesEditorial candidates: Tools may assist alarms, maintenance reminders, and simple production planning; no occupational adoption or effects have been measured.
Human responsibility remainsEquipment safety judgments, cleaning and disinfection, allergen isolation, and abnormality isolation and reporting
AI primarily changesEditorial candidates: Tools may generate data summaries, specification-comparison drafts, and training materials; no occupational adoption or effects have been measured.
Human responsibility remainsFood safety procedures, label and batch release, scrapping and recall handling
The following editorial review suggestions require checking responsibilities by actual product, process, and rules; not comprehensive industry legal sources.
Ingredient and equipment safety: On-site staff judge incoming temperatures and appearance, batch status, equipment safety, and alarms; tools do not judge safety.
Batch and label correctness: Human review of weighing, net content, recipes, and labels against original records and process cards is required before use and release.
On-site execution and hygiene: Staff sort and preprocess, feed equipment, clean and disinfect, and isolate allergens under shift procedures.
Authentic and traceable records: Batches, output, scrap, and abnormalities must reflect actual processes; no unverified generated records or retrospective entries.
Escalation and confirmation: Equipment failure, allergen cross-contact and foreign objects, scrapping, and recalls require lead, quality, or food safety lead confirmation and records.
Net-content or label errors cause batch scrapping, recalls, and compliance risks
Control: Manually check process cards and weighing before release, identify reviewers, and keep records
Skipping measurement risks inadequate temperatures and spoilage
Control: Measure and record temperatures and times on site; tools only remind
Recipes and commercial information may be improperly shared or misused
Control: Limit purposes and retention; do not upload sensitive information externally
Distorted batch and scrap records affect recall and responsibility determination
Control: Records must reflect reality; unverified generated records are prohibited
Responsibility cannot be determined after food safety incidents
Control: Identify review and release owners and keep records before tool adoption
Use tools in reversible support steps: batch and inventory records, weighing-check alerts, and photo archives. Incoming judgments and equipment feeding depend on on-site and lead review.
Use tools for weighing and label-check alerts, output and scrap registration, and equipment alarms; personally perform sorting and preprocessing, hygiene and allergen control, and net-content and seal checks.
Use tools for production and staffing plans, checklists and corrective-action tracking, and batch-traceability searches. Release and scrap confirmation, food safety, and abnormality handling require on-site review and records.
Use tools for data summaries, specification comparisons, and training drafts; manually confirm food safety procedures, labels, and release judgments under shift procedures.
No disappearance timeline or replacement effects obtained; the residual category cannot uniformly be called on-site assistance. Check candidates by actual role first.
Source: O*NET 51-3099.00 (residual-category scope)Original source ↗
Records, traceability, dashboards, weighing, and alarms are editorial search candidates without occupational tool adoption rates; ordinary digital systems are not automatically generative AI.
Source: BLS Employment Projections (scope notes)Original source ↗
Editorial suggestion: Observe incoming materials, equipment, hygiene, records, and abnormality communication in target roles; no uniform residual-category ability ranking exists.
Source: BLS OEWS (wage and employment definitions)Original source ↗
No precise Chinese occupational wages, employment, or AI adoption obtained this round; existence of statistics unchecked; industry means do not substitute.
Source: ILO Future of Work research (task-exposure mechanisms)Original source ↗
Specify who reviews outputs, original records used, and error fallback, and check food safety and hygiene procedures. Tools must not automatically approve weighing, labels, or release judgments.
Source: NIST AI RMF (governance principles)Original source ↗
Limit purposes and retention for recipes and process files, batches and customer information, and surveillance images; do not upload unauthorized recipes or customer information externally.
Source: BLS Occupational Outlook Handbook (food-processing occupational group)Original source ↗
Judge technical feasibility, institutional adoption, and job outcomes together with local food-processing structure and automation, not tool demonstrations alone.
Source: O*NET detailed information (data gaps)Original source ↗
Trial authorized recording, checking, and traceability tools and measure errors and rework; lighter administration or efficiency unmeasured. Check authority and food safety responsibility separately.
Insufficient evidence: No mainland China monthly wages verifiable by city or region obtained; advertised pay, industry means, and secondhand accounts do not substitute.
Insufficient evidence: No mainland China monthly wages verifiable by city or region obtained; advertised pay, industry means, and secondhand accounts do not substitute.
Insufficient evidence: No precise Chinese occupational wages or employment obtained this round; existence of statistics unchecked.
| Educational background | Common roles | Notes and checking suggestions |
|---|---|---|
| Junior secondary school or below | Production-line assistants and cleaners (moving, organizing, cleaning, and packaging assistance) | Learn hygiene and basic processes under a lead, without independent process or release responsibility. |
| Senior secondary or secondary vocational school | Sorting, preprocessing, and packaging operators | Learn sorting, weighing, packaging, and hygiene on the job; independent work requires assessment and lead approval. |
| Associate degree (food, machinery, or related fields) | Quality inspection, equipment operation, and production-line leadership | Focuses on quality, equipment, and on-site management; release and recipe-adjustment authority require separate role authorization. |
| Bachelor's degree or above | Production, process, quality, and food safety management | Management and technical roles requiring additional on-site experience and relevant credentials or appointment. |
National Bureau of Statistics figures are pre-tax annual means for urban-unit employees; total wages include remuneration under statistical rules and cannot broadly exclude all bonuses, allowances, or overtime payments. National, industry, and job-group means do not replace individual income or contract offers. Original manufacturing 113594 / 76055 provides industry background; industry charts not re-obtained this round.
Editorial checking: Ask actual roles about products, processes, shifts, seasonality, and employment; no exact Chinese occupational task or demand distribution obtained.
Editorial checking: Ask actual roles about products, processes, shifts, seasonality, and employment; no exact Chinese occupational task or demand distribution obtained.
Editorial checking: Ask actual roles about products, processes, shifts, seasonality, and employment; no exact Chinese occupational task or demand distribution obtained.
Editorial candidates are authorized batch records, dashboards, and checks; no measured medium-to-low generative AI exposure, adoption, or effects. Weighing and alarm automation are not automatically generative AI.
| Official annual wage, not personal take-home pay |
| Wage positions are not job levels, experience, or shift groups. Median is not an entry offer; original exact percentiles not re-obtained. Check personal income by actual contracts and hours. |
| Highest 10% | 90th percentile 47,950 dollars / year (2025, BLS OEWS) | Official annual wage, not personal take-home pay | Wage positions are not job levels, experience, or shift groups. Median is not an entry offer; original exact percentiles not re-obtained. Check personal income by actual contracts and hours. |
|---|
Pay · Median annual wage：Median annual wage 39,680 dollars (2025, BLS OEWS)；Scope | US national median； boundary | Distribution midpoint, not starting pay or any specific regional or employer level.
Pay · 10th percentile：10th percentile 32,210 dollars / year (2025, BLS OEWS)；Scope | Exact occupation's 10th percentile； boundary | Original 32210 not re-obtained this round； OOH combined 32100 cannot substitute. Percentiles are not experience or shift groups.
Pay · 25th percentile：25th percentile 36,410 dollars / year (2025, BLS OEWS)；Scope | Exact occupation's 25th percentile； boundary | Original 36410 not re-obtained； not an entry offer or low-experience group.
Pay · 75th percentile：75th percentile 44,130 dollars / year (2025, BLS OEWS)；Scope | Exact occupation's 75th percentile； boundary | Original 44130 not re-obtained； not a senior or shift group.
Pay · 90th percentile：90th percentile 47,950 dollars / year (2025, BLS OEWS)；Scope | Exact occupation's 90th percentile； boundary | Original 47950 not re-obtained； OOH combined 57630 cannot substitute； not an overall ceiling.
Median is not starting pay; original exact percentiles not re-obtained this round. Do not infer experience, shifts, or region as causes from the distribution.
OEWS measures employee pre-tax regular-hours wages, including commissions, incentive pay, production bonuses, and tips; excluding overtime premiums, nonproduction bonuses, and employer benefit costs, without self-employment. Regional and industry differences appear in distributions and cannot broadly be described as excluded. Employee part-time, piece-rate, or seasonal pay cannot be categorically excluded.
Multiple processes, equipment, or management are editorial exploration, not a uniform residual-category progression; check income against actual contracts.
Usage suggestion: Consider median, percentile, and employment figures together with local markets and target employers; do not infer personal pay from one number.
| Industry | Median wage for this occupation within the industry | How to understand this value |
|---|---|---|
| Food manufacturing (processing and packaging) | Insufficient evidence: No industry median readable for this occupation obtained this round; industry means and third-party estimates do not substitute. | No exact 51-3099 industry wages obtained; OOH combined industry medians 42740 / 39000 / 38940 / 35710 cannot substitute. Check specific tasks and demand separately. |
| Retail and wholesale processing (in-store and distribution centers) | Insufficient evidence: No industry median readable for this occupation obtained this round; industry means and third-party estimates do not substitute. | No exact 51-3099 industry wages obtained; OOH combined industry medians 42740 / 39000 / 38940 / 35710 cannot substitute. Check specific tasks and demand separately. |
| Primary agricultural processing and purchase grading | Insufficient evidence: No industry median readable for this occupation obtained this round; industry means and third-party estimates do not substitute. | No exact 51-3099 industry wages obtained; OOH combined industry medians 42740 / 39000 / 38940 / 35710 cannot substitute. Check specific tasks and demand separately. |
| Beverage, condiment, and ingredient processing | Insufficient evidence: No industry median readable for this occupation obtained this round; industry means and third-party estimates do not substitute. | No exact 51-3099 industry wages obtained; OOH combined industry medians 42740 / 39000 / 38940 / 35710 cannot substitute. Check specific tasks and demand separately. |
Check actual target offers, hours, and living costs; no regional net-purchasing-power comparison obtained.
Check multi-role and lead offers by contract; no occupational bargaining or income-ceiling measurements obtained.
Check actual hours, allowances, and pay rules; universal shift and peak-season income patterns have not been measured.
Scope | Original 2024 employment 58700 is historical； boundary | Current 2025 projection 67400 includes self-employment and unpaid family work, unlike OEWS； original OEWS about 65000 not re-obtained.
Scope | US projected growth category (above average)； boundary | Not an absolute job count or applicable to other jurisdictions.
Scope | Older 2024—2034 annual average 6500 is historical； boundary | Current 2025—2035 average 7400 includes growth and replacements, not net additions； OOH combined 36600 cannot substitute.
Interest experience (editorial summary): Enjoys organizing, sorting, and packaging ingredients into acceptable products at line pace, willingly follows hygiene and batch records, and gains satisfaction from stable line operation.
Insufficient evidence: O*NET collects no interest data for such residual titles, so no official code exists. This page neither applies other occupations' RIASEC codes nor infers fit from them.
Which Holland interest types are closer to other food processing work?
Insufficient evidence: O*NET explicitly does not collect interest data for such all-other residual titles, so this occupation has no official interest code. This page does not apply RIASEC codes from civil or adjacent occupations. Use the self-assessment tools below to organize preferences, but base judgments on actual workshop and line performance.
Do not use it this way: If you strongly dislike repetition, cold and wet conditions, or strict hygiene and records, a high interest score cannot change these practical costs.
Test my Holland career interestsWhich Big Five traits are more relevant to this work?
Observe review, abnormalities, and handover through authorized samples; Big Five predictive validity for this occupation's performance has not been validated.
Do not use it this way: Do not use a personality assessment saying you are unsuitable as grounds to give up or avoid entry; use workshop experience and practical assessment.
View my Big Five personality traitsCan MBTI determine whether other food processing work suits me?
MBTI | Typology supports reflection on communication preferences. This occupation requires procedural communication with upstream and downstream workers and leads; preferences do not determine competence.
Do not use it this way: Use types as communication references only, not to infer whether you or others can perform processing and packaging well.
Understand my MBTI preferencesCan the Enneagram show whether this occupation suits me?
Enneagram | Observe reactions under pressure; during abnormalities or changeovers, stopping and reporting as required matters more than labels.
Do not use it this way: Do not explain quality or safety failures by labels; examine processes, equipment, and authorization.
Explore my Enneagram patternsCan I do other food processing work if I am not good at math?
Observe reasoning tests separately from actual specification, batch, or abnormality checks; occupational predictive validity and relative ability importance unvalidated.
Do not use it this way: Scores do not establish ability to learn line work and hygiene; test through practice and practical assessment.
Understand my intelligence and reasoning performanceDoes other food processing work require high emotional intelligence?
Communication supports self-reflection; emotional intelligence predictive validity for performance or safety unvalidated.
Do not use it this way: Emotional skills can improve through workshop experience and deliberate practice; scores need not limit you.
Understand my emotional intelligence abilitiesFits better when: Has measurement accuracy and consistency awareness and willingly takes ratio responsibility
Watch for: Not recommended if unwilling to learn recipes and measuring and wanting only support steps.
Explore related career: Food Batchmakers directionFits better when: Takes parameter responsibility, focuses on equipment, and accepts higher-temperature environments
Watch for: Not recommended if unwilling to control temperatures and times or poorly tolerant of heat.
Explore related career: Food Cooking Machine Operators directionFits better when: Willing to specialize in equipment and processes and accumulate long-term experience
Watch for: Not recommended if unwilling to specialize in a fixed process long term.
Explore related career: Baking and Drying Machine Operators directionFits better when: Has equipment and net-content checking abilities and works steadily at line pace
Watch for: Not recommended if unwilling to handle equipment and measurement checks and preferring hand packaging.
Explore related career: Packaging and Filling Machine Operators directionFits better when: Editorially check target-process standing, lifting, and repetition loads without assuming all roles are identical.
Watch for: Editorially check actual cold, heat, wet floors, and protection; no occupational context proportions.
Explore related career: This occupation (Other Food Processing Workers) directionFits better when: Has patience and consistency for standards-based judgment and sorting
Watch for: Not recommended if wanting equipment and packaging involvement rather than long-term grading judgments.
Explore related career: Agricultural Product Graders and Sorters directionWhat personality suits this? Editorial summary: Patience, responsibility, and procedural habits matter more than a type; no official O*NET interest code exists for this residual title, so fit is not inferred by code.
Introversion or extraversion does not determine fit; observe authorized communication and review tasks without assuming all roles have only short processes.
What should I prepare? Understand workshop pace (cold and wet conditions, prolonged standing and repetition, rotations and consecutive peak shifts), and basic food safety and hygiene; start as a line assistant or cleaner.
Contamination, label, or temperature errors are editorial risk examples, without occupational accident rates or consequence rankings.
Check physical loads by target process and protection; no uniform cold or prolonged-standing threshold for the category.
BLS51-3099 typically requires no formal education and moderate-term on-the-job training; O*NET has no education proportions or Job Zone. Check Chinese announcements separately.
Can long-term work harm health? Repetition, cold and wet conditions, knives, rotating equipment, and lifting are practical costs. Use protection, take breaks, and follow procedures.
Progression and transitions? Move from line assistance to skilled operation, team or inspection roles, or adjacent batchmaking, cooking and baking machines, packaging and filling, and grading and sorting. Relearn processes and equipment when changing direction.
US typically no formal education and moderate-term on-the-job training. Check Chinese hiring, health, and actual food hygiene rules separately; business production licensing differs from individual training and authority. Complete provisions unchecked.
Check physical demands, shifts, and environment by target role; no universal cold requirement.
How to reduce risk：Separate raw and cooked food, disinfect utensils, isolate allergen lots and check labels; immediately stop, isolate, and report suspected cross-contact to quality inspection
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
Typical scenario：Scenario | A poorly closed cold-store door raises temperatures, but products continue normal processing.
Roles most affected：Line and cold-storage teams; consumers
Possible consequence：Inadequate temperatures and time control, cold-chain breaks, or excessive storage cause spoilage and microbial risks with health and compliance consequences
How to reduce risk：Record temperatures and times, handle cold-chain breaks procedurally, and immediately isolate and report abnormal-temperature lots
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
Typical scenario：Scenario | Cleaning equipment without disconnecting power and lockout / tagout causes injury from rotating parts.
Roles most affected：Line operators and assistants; businesses
Possible consequence：Improper protection and operation of knives, rotating and washing equipment cause cuts, crushing, and wet-floor falls
How to reduce risk：Use protection and guards procedurally, clean wet areas promptly, and stop and report alarms or abnormalities without independent handling
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
Typical scenario：Scenario | Multiple batches intermingle with inconsistent labels and lot records, preventing traceability.
Roles most affected：Line teams and quality inspection; businesses and consumers
Possible consequence：Missing or inconsistent batch records, labels, or lots break traceability, preventing localization and widening recalls
How to reduce risk：Record batches and output under shift procedures, check labels match records, and immediately isolate and report label or lot errors
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
Typical scenario：Scenario | Outside repair tools enter the line without checks or registration, creating suspected foreign-object contamination.
Roles most affected：Line teams; businesses and quality inspection
Possible consequence：Improper clothing changes, handwashing, or protection and failed foreign-object controls cause foreign matter and excessive hygiene readings, scrapping and compliance risks
How to reduce risk：Follow clothing, handwashing, hairnet, and glove rules, inspect and replace regularly, and register and check outside items and maintenance tools
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
Typical scenario：Scenario | Many consecutive peak shifts with prolonged standing and repetition cause clear strain and reduced attention.
Roles most affected：Line operators and assistants; businesses
Possible consequence：Prolonged standing and repetition, cold, and excessive consecutive shifts cause musculoskeletal strain, cold discomfort, and fatigue-related errors
How to reduce risk：Rotate jobs and take breaks, use cold protection and correct lifting, follow shift arrangements, and report unusual fatigue promptly
Evidence：O*NET Other Food Processing Workers detailed information · O*NET Other Food Processing Workers detailed information
| Occupational direction | Starting tasks | Evidence to prepare | Samples possible without experience | Distinction from this occupation |
|---|---|---|---|---|
| Food Batchmakers | Assist weighing and measuring, mixing and stirring, batch retention samples | Recipe and measuring training records, job-shadowing evidence | A fictional batch ingredient and measurement record | Determines recipes and ratios and takes batch-consistency responsibility |
| Food Cooking Machine Operators | Assist equipment preparation and feeding, monitoring, and parameter records | Equipment and food safety training records | Fictional cooking-equipment temperature and time records | Controls heating processes and temperature and time parameters |
| Baking and Drying Machine Operators | Assist settings, temperature-profile records, and product checks | Equipment training and job-shadowing evidence | A fictional baking profile and product-indicator table | Operates specialist baking and drying equipment and controls profiles |
| Packaging and Filling Machine Operators | Assist equipment preparation and feeding, net-content and label checks | Equipment-operation and measurement training records | A fictional net-content and seal checklist | Operates packaging and filling equipment and takes net-content responsibility |
| Agricultural Product Graders and Sorters | Assist appearance and grade judgments, removal and classification, quantity records | Grading-standard training and shadowing records | A fictional produce grading and record form | Makes standards-based grade judgments with less equipment and packaging |
Related education supports exploration; Chinese hiring advantages unmeasured.
Check education, training, practice, and statutory qualifications separately; no sole hiring factor asserted.
Some employers require forklift, equipment-operation, or inspection-related training records depending on the process.
Electrical, pressure-vessel, or confined-space work requires a party meeting relevant conditions; specifics follow employer and local requirements.
Editorially check target-process standing, repetition, cold or heat, and schedules; no category context proportions.
Interests and personality support self-questioning only, not hiring or performance conclusions.
Common materials: ingredients to process, packaging and labels, cleaners and disinfectants, disposable gloves, hairnets, and work clothes.
Process parameters (temperature limits, storage times, disinfectant concentrations, net-content tolerances) follow company procedures and product instructions valid for the shift.
Blank incoming record (names, lots, quantities, temperatures, appearance).
Blank sorting and preprocessing plan (washing, grading, foreign-matter removal, weighing).
Blank process checklist (temperature and times, net content and seals, labels and lots).
Blank hygiene and allergen control plan (changing clothes, handwashing, utensil disinfection, raw and cooked separation, foreign-object prevention).
Process chart (incoming checks—sorting and preprocessing—equipment assistance—weighing and packaging—hygiene—records and handover).
Pen and calculator (trial net-content and output calculations).
Timer (60-minute limit).
Calculate trial net content and output and describe at least two scrapping or recall risks and measures.
Specify required pauses and escalation rather than independent handling (abnormal temperatures, suspected contamination, equipment failure, label errors).
Specify preprocessing specifications, rejection standards, and quantities.
Specify hygiene and allergen zones, disinfection, and replacement frequency.
Mark independent or guided completion for each step.
Mark mandatory escalation rather than independent judgments.
Record comments, time, and basis for later reflection.
Show the process and records from incoming checks to handover, not only results.
Exclude customer names, recipe details, contacts, and any identifying or sensitive information.
State sources and assumptions; distinguish measured values from estimates.
Explain who reviewed outputs before use.
Label assumed parameters (loss rates, net-content tolerances, and so on) as assumptions.
| Stage | Points potentially checked | Observable evidence | Boundary note |
|---|---|---|---|
| Resume and screening | Food safety and hygiene, physical and schedule acceptance, basic equipment knowledge | Training records, workshop practice, verifiable past-work descriptions | Self-assessment cannot replace food safety and hygiene training evidence |
| Interview | Understanding batches, hygiene, and records, and abnormality-response awareness | Temperature, label, and isolation judgments during on-site questions |
Record observed workshop temperatures and line pace.
Write the hardest practical cost and judge acceptance.
List shift-procedure temperature limits, storage times, disinfectant concentrations, and net-content tolerances.
Give responses and escalation contacts for two failures (allergen cross-contact and label errors).
Find at least two checklist deviations and record corrections.
Record objections and responses without avoiding counterexamples.
| Qualification or preparation item | Applicable population | Role in this occupation | Generally required? | Conditions for obtaining it | Approximate investment | Limitations |
|---|---|---|---|---|---|---|
| Education (check target role) | All entrants | Affects initial screening; BLS typical entry education is no formal educational credential | US typically no formal education; check China separately | Complete senior secondary or recognized equivalent education | According to educational stage |
Typical scope：Assist moving, cleaning, and packaging under a lead, without independent process or release responsibility.
Readiness evidence：Shadowing records and lead evaluations; explain hygiene essentials and process order.
Credential boundary：Food safety and hygiene training records.
Next moves：Follow a lead to learn basic processes and equipment safety; record daily learning.
Typical scope：Independently sort, preprocess, feed, weigh, and package routinely, keeping required records and reporting abnormalities.
Readiness evidence：Output and quality records across consecutive shifts and supervisor reviews.
Credential boundary：On-the-job training records; process and hygiene training.
Next moves：Build volume across processes and products, practicing changeovers and lot switches.
Typical scope：Handle multiple processes, lead changeovers and lot switches, and manage on-site order and isolation.
Readiness evidence：Changeover and abnormality records; team output and quality.
Credential boundary：Lead training records; employer appointment or leadership authorization.
Next moves：Learn production and staffing plans, loss and scrap control, communication and handover.
Typical scope：Manage scheduling, staffing and equipment coordination, output, quality, and safety, handling abnormalities with inspectors and maintenance.
Readiness evidence：Output, quality, and safety records for the line managed.
Credential boundary：Employer appointment; production management and safety training records.
Next moves：Systematically learn process and cost definitions and participate in equipment and capacity planning.
Typical scope：Clean equipment and sites, prepare disinfectants, and maintain authentic, traceable hygiene records under procedures.
Readiness evidence：Hygiene inspection records and review status.
Credential boundary：Hygiene and cleaning training; no food safety incident determination authority.
Next moves：Learn disinfectant concentrations, cleaning processes, and common hygiene judgment criteria.
Typical scope：Check temperatures and time limits, disinfection and cleaning records, and track corrections procedurally.
Readiness evidence：Temperature and hygiene inspection records and the status of corrective-action closure.
Credential boundary：Food safety role training and employer appointment.
Next moves：Learn food safety procedures, failure causes, and responses.
Typical scope：Help develop workshop food safety and hygiene processes, handle abnormalities and corrections, and train staff.
Readiness evidence：Process documents and training records; abnormality and correction results.
Typical scope：Check ingredient and packaging arrivals, register batches and shelf life, maintain stock, distribute and record usage.
Readiness evidence：Inventory and batch ledgers and stocktaking discrepancies.
Credential boundary：Warehouse and batch training; no purchasing decision authority.
Next moves：Learn stock and loss accounting and storage requirements.
Typical scope：Arrange batches and production, coordinate changeovers and hours records, and handle changes.
Readiness evidence：Production plans and capacity and loss data.
Credential boundary：Production planning and procedure training; employer appointment.
Next moves：Learn capacity and labor-hour costs, production planning, and changeover rules.
Typical scope：Track output and scrap, follow equipment maintenance, and coordinate suppliers and adjacent processes.
Readiness evidence：Production records and scrap and cost improvements.
Learn hygiene, basic processes, and equipment safety under a lead, assisting moving, cleaning, and packaging without independent process or release responsibility.
Independently sort, preprocess, feed equipment, weigh, and package routinely, follow hygiene and batch records, and stop and report abnormalities procedurally.
Handle multiple processes and lead changeovers and batch switches, with responsibility for on-site order, isolation, and handover review.
Participate in process and quality standards, traceability and hygiene systems, judge scrap and rework, and train others with relevant authorization.
United States · SOC 51-3099（OEWS May 2025）
Median 39680 dollars / year, 19.08 dollars / hour checked; original percentiles 32210 / 36410 / 44130 / 47950 not re-obtained.
Wages (median and percentiles)
Median not starting pay; original exact percentiles not re-obtained; no experience, regional, or shift causality inferred from range.
Does not establish：OEWS measures employee pre-tax regular-hours wages, including commissions, incentive pay, production bonuses, and tips; excluding overtime premiums, nonproduction bonuses, and employer benefit costs, without self-employment. Regional and industry differences appear in distributions and cannot broadly be described as excluded.
Mainland China · National Bureau of Statistics urban-unit employee average wages (industry categories)
Insufficient evidence: No precise Chinese occupational wages or employment obtained this round; existence of statistics unchecked.
Industry means (background proxy)
National Bureau of Statistics data are pre-tax annual means for urban-unit employees; total wages include remuneration under statistical rules and cannot broadly exclude all bonuses, allowances, or overtime. National, industry, and job-group means do not replace individual income or contract offers.
Does not establish：Annual industry definitions differ from US occupational wages; no combination or conversion.
These are capability relationships, not automatic promotions or credential waivers.
Transfers：Measurement accuracy, batch consistency, record standards. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs recipe, measuring, and mixing-process skills
View career profileTransfers：Equipment, temperature control, parameter records. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs cooking-equipment and temperature and time control skills
View career profileTransfers：Equipment specialization, profile records, product indicators. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs baking and drying equipment and profile-control skills
View career profileTransfers：Equipment, measurement verification, label checks. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs packaging and filling equipment and net-content checking skills
View career profileTransfers：Standards judgments, removal and sorting, records. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs grading standards and consistency skills
View career profileTransfers：Manual filling, box sealing and stacking, quantity checks. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs hand packaging, stacking, and efficiency-control skills
View career profileTransfers：Feeding and receiving, equipment safety, pace coordination. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs feeding and receiving materials and line-pace coordination
View career profileTransfers：Cleaning and lifting, safety rules, following leads. Editorial exploration; residual work is not uniform assistance. Check specific processes, qualifications, and authority separately.
Build next：Needs site cleaning, lifting, and cooperation skills
View career profileBatchmakers determine recipes and ratios and take consistency responsibility; cooking-machine operators control heating temperatures and times; baking and drying operators control specialist equipment and profiles; graders judge grades; hand packers focus on packaging. This occupation often performs unlisted general processing and packaging assistance, usually without recipe or parameter decisions. Authority and process responsibilities differ.
2025 median annual wage 39,680 dollars (hourly 19.08 dollars); 2024 employment about 58,700 (BLS projection base year); 2024—2034 growth above average (about 5%–6%), annual openings about 6,500 including replacements. US O*NET / BLS definitions do not apply to other jurisdictions.
Mainland China has not established public occupational wages precisely matching this occupation. National Bureau of Statistics urban-unit means by industry (manufacturing: non-private 113,594 yuan / year, private 76,055 yuan / year) do not distinguish occupations and provide background only. Visible Insufficient evidence: markers remain, without substitution of industry means, advertised pay, or third-party estimates.
No O*NET context data exist for this residual title. Editorial industry-practice summary: Most work is in room-temperature or cold workshops and lines, with prolonged standing, repetition, lifting, cold-storage trips, possible knives and rotating equipment, wet floors, and chemicals, and consecutive peak shifts. Rotation, protection, and breaks reduce strain, but cold, repetition, and equipment risks remain practical costs.
Effects mainly concern records and dashboards: Tools may assist batch and inventory records, line dashboards, weighing and label alerts, alarms, and simple scheduling. Staff and leads retain incoming judgments, sorting and preprocessing, feeding and abnormality stops, hygiene and allergens, traceability and reporting. Task exposure is not replacement.
BLS shows typically no formal education, with no formal educational credential as typical entry education, and skills mostly learned through short-term on-the-job training. Actual employer and process requirements prevail.
Training, certificates, employer appointment, and release and batch-disposition authority are four states. Food safety and hygiene training and health documents are commonly required; some processes may require forklift or equipment training. Listed items are not formal institutional qualification lists; businesses implement production licensing and hygiene under local laws.
Failures include contamination and allergen cross-contact, temperature, time, and spoilage risks, equipment, knife, and wet-floor injuries, batch, label, and traceability errors, inadequate hygiene and protection, and overtime, repetition, and cold strain. Follow procedures and records, stop, isolate, and escalate.
US 2024—2034 growth is above average (about 5%–6%) with replacement openings. Projections are not individual opportunities, which depend on local processing structure and automation. Adjacent options include batchmaking, cooking and baking machines, packaging and filling, grading and sorting, machine feeding, production assistance (relearn processes and equipment), or inspection and production management.
This round verified the residual definition, current median, projections, and moderate-term training. OOH groups provide background only, not substitute percentiles, industries, or openings. Older shared sources and facts are protected historical records; not all have been re-obtained.
2026-10-11
Source card | Register lists O*NET profiles and details, OEWS, BLS projections, Chinese industry wages, and FermatMind rules; each fact's source_refs points to an id within it.
Limitations：US information does not automatically establish Chinese licensing, authority, or employer requirements.
Limitations：Certifications do not replace local licenses, employment qualifications, or independent authority.
Limitations：Do not interpret projected changes or openings as personal income or hiring guarantees.
Limitations：Wages and projections are different programs, not combinable into starting-pay or income guarantees.
Limitations：Keep precise Chinese wage gaps visible; do not pass industry proxies off as occupational wages.
Limitations：Not an external fact source or replacement for official statistics or jurisdictional rules.
Limitations：Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
Nine-module author revision awaits independent review. Selected 51-3099 Other Food Processing Workers, not whole food and tobacco group: May2025 median 39680 dollars / year, 19.08 dollars / hour; 2025 employment 67400, 2025—2035 growth 5.5%, annual openings 7400; BLS typically no formal education and moderate-term training. O*NET lacks tasks, context, and interests; tasks and risks are editorial examples. US substitutions removed from Chinese recruitment and wage and projection scope corrected. Original percentiles, industries, OEWS count, and Chinese wages and recruitment not re-obtained. Hero / FAQ and older shared projections protected. Personality validity, AI effects, and complete food, health, and equipment entry rules unchecked. No HTML, independent review, Git, or publication.
MBTI (English) · Big Five (English) · MBTI (Chinese) · Big Five (Chinese)
Insufficient evidence: No mainland China wages for other food processing workers verifiable by region or employment arrangement have been obtained; individual offers and secondhand accounts are not substituted.
US wage evidence—market scope | BLS OEWS sample estimates represent employer-reported wages, excluding self-employment. The median is the distribution midpoint, not starting pay or any particular region's or employer's level.
US wage evidence—units | Dollars / hour and dollars / year; annual mean wages use a full-year full-time conversion. Hourly-to-annual conversion is not actual personal income, which depends on hours, overtime, and seasons.
US wage evidence—scope | Figures cover SOC 51-3099 (Food Processing Workers, All Other), a residual category, excluding batchmakers (51-3092), cooking-machine workers (51-3093), and roasting, baking, and drying-machine workers (51-3091). Do not mix wages across occupations.
Reflect on which compressed steps cause which consequences.
Samples show task organization and recordkeeping in the occupation's manner only, not qualifications or competence.
| Practical assessment or trial | Sort, weigh, package, and handle abnormalities procedurally | Trial sorting accuracy, net-content checks, and hygiene records | Passing trials does not confer statutory qualifications |
|---|
| Onboarding and probation | Follow process and hygiene rules and report abnormalities | Batch and hygiene records, abnormality reports and corrections | Suitability and confirmation depend on employer assessment |
|---|
List missing abilities, training, and next actions if continuing.
| Food safety and hygiene training | All workshop workers | Basic hygienic operation, cleaning and disinfection, and personal protection | Generally needed | Attend company or third-party training and assessment | Check course, mentoring, and jurisdiction; uniform duration unverified | Training records do not replace on-site food safety responsibility |
|---|
| On-the-job training and workshop practice | Inexperienced entrants | Master sorting, preprocessing, equipment assistance, weighing and packaging, and hygiene | Generally needed | US typically moderate-term on-the-job training; mentoring by actual employer and process | Check course, mentoring, and jurisdiction; uniform duration unverified | Proficiency depends on product and process complexity |
|---|
| Equipment-operation training (forklift / packaging / measurement, etc.) | Operators of relevant equipment | Meet specific process entry and safety requirements | Depends on the process | Attend specialist training and obtain records | Check course, mentoring, and jurisdiction; uniform duration unverified | Forklifts, ordinary packaging, and measuring equipment have different statutory qualifications; training records do not confer required qualifications or job authorization |
|---|
| Food production and hygiene training | Workshop and quality staff | Understand production licensing and hygiene requirements to reduce compliance risk | Depends on the business | Attend training under company procedures and local laws | Check course, mentoring, and jurisdiction; uniform duration unverified | No compliance conclusion provided; check local laws |
|---|
| Team-lead and quality-inspection training | People seeking promotion | Prepare for release, traceability, and on-site management | Not generally required | Attend training and practice through company promotion routes | Check course, mentoring, and jurisdiction; uniform duration unverified | Management authority requires formal employer appointment |
|---|
Credential boundary：Role authority; food safety training or credentials.
Next moves：Participate in supplier and equipment assessments and monthly reviews.
Typical scope：Judge workshop food safety and hygiene compliance and coordinate issues with regulators and suppliers.
Readiness evidence：Compliance conclusions and handling records.
Credential boundary：Relevant training credentials or employer appointment.
Next moves：Track legal and standard changes and build a management library.
Credential boundary：Production management training; employer appointment.
Next moves：Learn cost and settlement definitions and establish archiving and records.
Typical scope：Take responsibility for production and warehouse output, quality, safety, and compliance, coordinate parties, and resolve disputes under laws and contracts.
Readiness evidence：Production and compliance conclusions; team training and policies.
Credential boundary：Relevant management credentials or employer appointment.
Next moves：Improve food safety, hygiene, and traceability systems and training.
