Production planning and expediting clerks
Production planning and expediting clerks coordinate work orders and material flow between departments according to the production schedule, distribute and adjust schedules, check progress and completion dates with supervisors, and compile records of inventory, cost, bottlenecks, and delays. Schedule changes must note resource conditions and the approver, and expediting must not replace safety or quality judgment.
Quick decision
If you are willing to match work orders, capacity, inventory, and delivery dates and can record the impact and find the responsible person when material is short or the line stops, you can learn more about this position.
Use 120 fictional work orders to practice spot checks: a six-sample has three types of planning difference; 3/6 describes the sample only.
Paper-and-pencil exercise: a batch plans 20 units and 4 conforming units are in stock; the 16 units still to be produced require first checking inventory availability and plan approval.
Submit a one-page progress card: state the requirement, inventory, the R1–R6 spot check, the R2/R4/R6 differences, and the 114 unobserved work orders.
Can check work orders, materials, capacity, and completion dates item by item and leave records and escalate on anomalies; you can learn more about production planning positions.
Career profile
Check production requirements, inventory, and capacity, distribute work orders and schedules, ask departments about actual progress and completion dates, and propose schedule changes and record approvals when material is short, rework occurs, or equipment is interrupted.
O*NET 43-5061.00 lists tasks such as distributing production schedules and work orders, adjusting plans for material shortages or backlogs, checking material priorities, and reporting progress.
- Receive the plan｜check the order requirement, routing, quantity, and delivery date｜clarify first if information is missing.
- Check resources｜compare conforming inventory, personnel, equipment, and material arrival dates｜distinguish available quantities from book quantities.
- Distribute the schedule｜send work orders and production/shipping plans to the relevant workshops｜record the version and recipient.
- Track progress｜check actual completed quantity, work in process, and bottlenecks with supervisors｜report anomalies promptly.
- Adjust the schedule｜calculate the affected operations and delivery dates on material shortage, rework, or a rush order｜changes require approval.
- Report and file｜organize progress, inventory, cost, and production problems｜keep the original plan and the basis for changes.
How you collaborate｜check requirements and delivery dates with sales, engineering, procurement, workshops, materials, and logistics departments. Workplace｜a combination of office systems and workshop communication. Precision requirements｜work order version, quantity, operation, material, and completion date must be consistent. Decision latitude｜plan changes are constrained by capacity, quality, safety, and supervisor approval. Scope of responsibility｜wrong scheduling can cause line stoppages, backlogs, or delays. Time pressure｜even when rush orders appear, available resources must still be checked. Communication requirements｜write the delay cause and affected operations clearly. Independent work｜you may prepare candidate options, and changes follow authorization. Anomaly situations｜material shortages, equipment failures, or rework must be escalated.
When delivery dates or capacity conflict, check with the workshop supervisor and the planning lead and do not skip safety and quality control yourself.
BLS Table 1.2 lists United States 43-5061 separately: 392.1 thousand in 2025 and 387.1 thousand in 2035, a decrease of 1.3%, with 32.6 thousand annual average openings.
Check the requirement → check available inventory and capacity → issue work orders → track progress → mark bottlenecks → submit schedule changes for approval → report.
The national production planning clerk occupational wage in China was not obtained; the all-manufacturing average serves only as factory scenario background.
List planned quantity, actual completion, work in process, and material shortages separately; keep the assumptions behind forecast completion dates.
Production planning clerks coordinate work and material flow; industrial engineers design processes, and production supervisors decide on-site execution.
Receive the requirement → check capacity and inventory → sequence operations → distribute the plan → track completion → report delays and changes.
Follow employer scheduling, quality, and safety rules; a line stoppage or non-compliant operation cannot be resolved by a clerk's verbal instruction.
Cross-check work orders, inventory, daily reports, and delivery records; keep versions for anomalies and escalate.
Planning clerks check schedules and flow; workshop supervisors arrange on-site personnel and quality, and procurement clerks help replenish materials.
Industrial engineers are responsible for process and capacity improvement.
Produce an executable production plan with version and approval records.
Routing, standard hours, and technical improvement.
Requirements, work orders, inventory, equipment, personnel, and completion records.
Production planning and expediting clerks coordinate interdepartmental work and material flow according to the schedule, distribute or adjust production, work, and shipping plans, and compile progress, inventory, cost, and problems.
Analyze operations and resource allocation.
Issue work orders, check progress, expedite material shortages, and compile delay reports.
Decide the process and on-site safety measures.
A schedule with version, material shortage marks, and completion dates.
Industrial engineering and production supervisors.
Planning clerks, workshops, procurement, and logistics.
Plan coordination and on-site production management responsibility differ.
Schedule and material access follow employer authority.
Specific tasks vary with manufacturing, the ERP/MRP system, and the production method.
Data checking and cross-department communication skills are shared, and on-site operating authority cannot be mutually recognized.
Check the requirement version, conforming inventory, capacity, personnel, equipment, delivery date, and approver.
Check the employer's planning system and work order process.
Does the position mainly do scheduling, expediting, or material coordination?
Check ERP/MRP and workshop daily report access.
Who has authority to insert orders, stop the line, and change completion dates?
Check how plans, work orders, and actual completion are reconciled.
Who confirms and communicates delivery delays externally?
Check on-site safety, commercial information, and anomaly escalation.
Whom do you escalate material shortages or equipment failures to?
Insufficient evidence: the national production planning clerk occupational wage; check the employer's base pay, shift, overtime, and social insurance before starting.
How are rush orders and shift overtime calculated?
Check plan versions and the filing of work orders and daily reports.
How are schedule changes and delay reports handed over?
Career direction comparison
- O*NET production planning and expediting clerks 43-5061.00
- O*NET procurement clerks 43-3061.00
- O*NET inventory, shipping, and receiving clerks 43-5071.00
- O*NET logisticians 13-1081.00
- O*NET industrial engineers 17-2112.00
Compare this position, procurement clerks, stock clerks, logistics coordination, industrial engineering, and production supervisors; distinguish them by material, scheduling, technical, and on-site management responsibility.
O*NET 43-5061 is the task source for this occupation; adjacent positions' wages, authorization, and on-site duties cannot be transferred directly.
The common ground is checking quantity and delivery dates; the core difference lies in ordering, physical goods, scheduling, process, and on-site personnel responsibility.
Procurement clerks check supplier quotes and purchase orders and do not decide workshop scheduling.
You like quote requests, contracts, and supplier communication.
Organize purchase orders, delivery dates, and supply discrepancies.
Stock clerks check physical receipt and dispatch and book-to-physical matching and do not decide production priority.
You are willing to check counts, bin locations, and receipt and dispatch documents.
Maintain inventory and receipt and dispatch records.
Logistics coordination focuses on transport, warehousing, and distribution planning.
You like transport nodes and delivery tracking.
Coordinate shipping and logistics status.
Logistics coordination
Industrial engineering staff design processes and capacity improvements.
You prefer operation measurement and technical analysis.
Study standard hours, processes, and bottlenecks.
Industrial engineering
Production supervisors are responsible for on-site personnel, quality, safety, and execution.
You prefer on-site team management and immediate decisions.
Organize team execution, quality, and safety.
Production supervisors
This position focuses on distributing work orders, checking progress, and marking schedule changes.
You are willing to check capacity, materials, and completion dates from data.
Coordinate interdepartmental work and material flow and record actual-versus-plan differences.
Production planning and expediting clerks
Moving positions can reuse work order, inventory, and delivery date communication skills; technical or management authority is checked separately.
AI impact
- Production planning and expediting clerks O*NET 43-5061.00
- BLS 43-5061 United States occupational projection
- International Labour Organization Working Paper 140: exposure index of generative artificial intelligence and employment
- “GPTs are GPTs”: the potential impact of large language models on the labor market
- World Economic Forum “Future of Jobs Report 2025”
- NIST Generative Artificial Intelligence Risk Management Profile (AI 600-1)
- Production planning and expediting clerks O*NET 43-5061.00
- International Labour Organization Working Paper 140 (exposure methodology)
- “GPTs are GPTs” (task impact estimates)
- World Economic Forum “Future of Jobs Report 2025”
- NIST Generative Artificial Intelligence Risk Management Profile
- Production planning and expediting clerks O*NET 43-5061.00
- International Labour Organization Working Paper 140
- NIST Generative Artificial Intelligence Risk Management Profile
- “GPTs are GPTs” (task impact estimates and limitations)
- BLS 43-5061 separately listed occupation projection
- Review and record requirements in the NIST risk management framework
- The explanation in “GPTs are GPTs” about not predicting an adoption timetable
- NIST risk management framework (human review and responsibility allocation)
New entrants
Practice reading fictional work orders and check against available inventory, capacity, and delivery dates; a tool summary cannot replace actual workshop progress.
Production planning clerks
Try schedule drafts and material shortage alerts while keeping the assumptions and approver.
Planning reviewers
Compare tool-forecast completion dates with actual daily reports and record false positives and delays.
Employer managers
Check data permissions, version, and access first, then pilot in a narrow, low-risk record-keeping step.
The following auxiliary applications are editorial ideas, and no measured adoption rate or effect for this occupation was verified. AI can help with requirement summaries, schedule candidates, and anomaly prompts; it cannot be used to derive this occupation's substitution rate. On-site safety, quality, rush order approval, and external delivery commitments remain the responsibility of people.
Lists occupational tasks and activities and does not provide AI adoption rates.
Lists United States employment projections; the change cannot be attributed to AI alone.
ILO 2025 exposure index
Measures potential task exposure, not employer deployment or unemployment.
GPTs are GPTs paper
Cross-occupation task exposure research did not test the approval and delivery risks of the production planning process.
WEF 2025 employer survey
Cross-industry employer expectations cannot be taken as a measured AI adoption rate for this occupation.
NIST is a generative AI risk management reference and does not grant production planning approval authority.
O*NET production planning and expediting clerk tasks
Occupational tasks include distributing work orders, checking progress, and adjusting schedules for interruptions.
When judging task change, first check resource availability, actual progress, and approval responsibility.
Editorial idea: work order field extraction and requirement summaries.
Check the original requirement, conforming inventory, and material arrival dates.
Editorial idea: scheduling and material shortage reminder drafts.
On-site safety, quality, and the final plan adjustment require human checking.
Editorial idea: delay and capacity conflict candidates.
Check workshop daily reports, equipment status, and material records.
The studies below answer different questions and cannot be conflated into this occupation's adoption rate or layoff projection.
Task exposure is not a deployment share.
Cross-occupation tasks
Table processing may be exposed; the position still includes cross-department coordination and on-site information verification.
A cross-occupation estimate, not a measurement of production planning transaction lines.
GPTs are GPTs
Language model task potential
Text and table organization may speed up; work order accuracy and real adoption were not tested.
The survey reflects subjective expectations.
Global employer survey
Employer expectations of skill change; no 43-5061 specific estimate.
A voluntary framework, not occupational regulation.
Must address erroneous output, data, and human-machine configuration risks.
Occupational task material does not assess AI.
Production planning and expediting clerks
O*NET lists work order distribution, progress consolidation, and material shortage adjustment.
Try scheduling on approved data; on-site resources still require human checking.
Requires employer-level integration, training, cost, and failure records; this page has no measured adoption rate.
Also requires work order volume, hours, system, and position change data and cannot be inferred directly from exposure.
There is no AI substitution rate for this occupation; change, quality, and delivery responsibility rest with people.
ILO task exposure and O*NET occupational tasks.
No uniform coding threshold was verified; check education, experience, software duties, and authorization requirements against the target recruitment notice.
O*NET is for task comparison; specific recruitment and authority follow the target institution, and the suggestions are proposed by the editors.
Requirement summaries, scheduling, and delay prompts can serve as a pilot; this page has no measured effect ranking among occupational tasks.
Cross-occupation research shows only task potential.
BLS projects United States 43-5061 overall employment to decline 1.3% from 2025 to 2035; this is not AI-attributed and cannot be taken as an AI adoption rate, substitution rate, or personal probability of job loss.
BLS 43-5061 standalone occupation projection.
No. Tools cannot independently approve a rush order or line stoppage or commit externally to a delivery date.
The NIST framework cannot grant system permissions.
There is no evidence giving this occupation's disappearance year.
The paper does not predict actual adoption timing.
First practice fictional requirement, resource, and work order field checking, then check tool permissions.
O*NET is for task comparison; specific recruitment and authority follow the target institution, and the suggestions are proposed by the editors.
Keep the input sources, system version, human review, and approver.
Check ERP, supplier, and customer data permissions.
Check progress against the original requirement, work order, and workshop daily report.
Changing the plan or adjusting the on-site pace requires authorization.
Pause and escalate on material shortage, quality, or equipment anomalies.
Record the requirement, system suggestions, actual progress, change version, and approver.
Wrong scheduling may cause line stoppages, backlogs, or breach of contract.
Manually check the original work order and record what the tool missed.
Wrong inventory or expired capacity data may produce an unexecutable plan.
Lock the plan version and check the original work order before distribution.
Customer requirements and capacity data may contain commercially sensitive information.
Check data permission and least access privilege first.
Wrong suggestions may cause material shortage line stoppages or distorted delivery dates.
Tools are prohibited from automatically changing an approved production plan.
Repeated corrections may offset the speedup in schedule drafting.
During the pilot, record total hours, missed checks, and rework at the same time.
Manually check the requirement, materials, capacity, and actual completion.
Requirement and capacity check
Editorial pilot idea, needs validation: extract quantity, operation, and date candidates from work orders.
Check resource and equipment availability status.
Material coordination
Material shortage collaboration
Editorial pilot idea, needs validation: organize material shortage and delivery date conflict candidates.
Manually check procurement arrivals and workshop daily reports.
Progress suspicion screening
Editorial pilot idea, needs validation: flag candidates for work order quantity, completion date, or inventory differences.
The planning and workshop supervisors review and decide on handling.
Delay and work order differences
Progress collaboration
Editorial pilot idea, needs validation: organize line stoppage, material shortage, or rework records.
Review actual completion against the shipping plan.
Progress consolidation
Version and change records
Editorial pilot idea, needs validation: consolidate plan versions, bottlenecks, and approval progress.
The responsible person checks data use and the sharing boundary.
Work order communication
Cross-department handover
Editorial pilot idea, needs validation: draft confirmation questions and a delivery checklist.
The planning, quality, and production responsible persons approve adjustments.
Plan accuracy improvement
Editorial pilot idea, needs validation: categorize recurring suspicions and generate review drafts.
First observe the hours and quality of a real system pilot, then assess position changes; exposure research is not a layoff rate.
Chinese mainland salary reference
129,441 yuan/year
2025 average wage of all employed persons in national urban non-private units; not the wage of production planning and expediting clerks.
71,590 yuan/year
2025 average wage of all employed persons in national urban private units; not the wage of production planning and expediting clerks.
No comparable occupational value obtained
No national occupational-level wage for production planning and expediting clerks was obtained; the overall manufacturing average is not equal to this occupation.
No comparable occupational value obtained
The production position broad group does not represent production planning and expediting clerks, so that value is not shown.
113,594 yuan/year
2025 national pre-tax annual average for all personnel in urban non-private units in manufacturing; only manufacturing plant scheduling scenario background, not the planning clerk occupational median, starting salary, or personal offer.
76,055 yuan/year
2025 national pre-tax annual average for all personnel in urban private units in manufacturing; it cannot be combined with the non-private figure into a personal income range and does not apply to all employing industries.
No comparable occupational value obtained
The manufacturing industry average does not represent production planning positions, so that value is not shown.
Insufficient evidence: no national occupational-level wage for production planning and expediting clerks
The National Bureau of Statistics tables are published by unit, industry, or broad occupation group, and this page did not verify a comparable national occupational-level income for production planning and expediting clerks.
AI-assisted scheduling has no verifiable wage premium for this occupation.
Work order distribution, material arrival, and capacity and completion progress coordination in a manufacturing plant scenario may refer to the broad manufacturing background: in 2025 the national pre-tax annual average for all personnel in urban non-private units in manufacturing was 113,594 yuan and for all private personnel 76,055 yuan. Neither is the production planning clerk occupational median, starting salary, or personal range; positions can also span industries, so check the employer's industry first and do not take the average of production and manufacturing operator positions as a clerk's wage.
High school or equivalent
Production planning assistant
Practice work order, inventory, and progress checking; system permissions follow the employer.
ERP/MRP training
Work order and material management
Practice versions, material shortages, and change escalation; a course does not grant on-site command authority.
Study in manufacturing or logistics
Scheduling and material coordination
Understands capacity, operations, and delivery; not a uniform education threshold.
Related experience
Plan expediting and bottleneck review
Demonstrate ability with plan accuracy, delay explanations, and cross-department communication.
Discrete manufacturing
Check parts, operations, and work in process.
Process manufacturing
Check batches, materials, and changeover time.
Logistics and delivery coordination
Check completion dates, shipping, and customer commitments.
BLS 43-5061 United States occupational projection｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
“Production planning and expediting clerk” on the Chinese page is explained by work tasks and does not map directly to United States wages or a unified Chinese qualification.
Insufficient evidence: the national occupational-level wage distribution for production planning and expediting clerks; check offers by region, employer industry, shift, ERP/MRP duties, and authorization.
The two manufacturing all-personnel averages are only factory scenario industry background, and the items below are pricing check suggestions, not a production planning clerk personal range; Chinese position pay is not inferred by converting the United States 59,650 USD/year at an exchange rate. BLS 43-5061 United States occupational projection｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
National Bureau of Statistics 2025 urban unit average wages (English original table)｜https://www.stats.gov.cn/english/PressRelease/202605/t20260518_1963740.html
The statistical unit is not this occupation, and a personal monthly wage must not be derived.
National occupational-level monthly wage
Insufficient evidence: no officially separately listed value was obtained for this page
Position offer in the target city
Check base pay, shift, and overtime against the local position announcement.
Industry and broad occupation group
An industry average cannot derive personal income.
United States SOC 43-5061 is not equivalent to the Chinese position classification.
National Bureau of Statistics 2025 urban unit average wages (English original table)｜https://www.stats.gov.cn/english/PressRelease/202605/t20260518_1963740.html
BLS 43-5061 United States occupational projection｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
United States salary reference
United States precise occupational tasks: O*NET 43-5061.00｜https://www.onetonline.org/link/details/43-5061.00; 2025 wage percentiles: BLS wage table as posted on O*NET｜https://www.onetonline.org/link/localwages/43-5061.00?st=NJ; 2025–2035 employment: BLS Table 1.2｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
May 2025 United States 43-5061 wage 10th percentile, not an entry-level wage; O*NET 43-5061.00 United States wage percentile table｜https://www.onetonline.org/link/localwages/43-5061.00
May 2025 wage 25th percentile; a percentile does not equal years of experience; O*NET 43-5061.00 United States wage percentile table｜https://www.onetonline.org/link/localwages/43-5061.00
May 2025 United States precise occupation annual wage median, not a personal offer; O*NET 43-5061.00 United States wage percentile table｜https://www.onetonline.org/link/localwages/43-5061.00
May 2025 wage 75th percentile, does not represent a supervisory rank; O*NET 43-5061.00 United States wage percentile table｜https://www.onetonline.org/link/localwages/43-5061.00
May 2025 wage 90th percentile, does not represent guaranteed promotion income; O*NET 43-5061.00 United States wage percentile table｜https://www.onetonline.org/link/localwages/43-5061.00
About 392,100 people
The 2025 base-year employment count in the BLS 2025–2035 projection, in persons; BLS 2025–2035 occupational projections Table 1.2｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
BLS projects United States 43-5061 employment to fall from 392.1 thousand in 2025 to 387.1 thousand in 2035, a net decrease of 5.0 thousand or 1.3%; 32.6 thousand annual average openings.；BLS projections Table 1.2｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
About 32,600 per year
BLS 2025–2035 annual average job openings, including replacement openings, not new positions.；BLS 2025–2035 occupational projections Table 1.2｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
The wages come from May 2025 United States occupational wage statistics, and the projection comes from the 2025–2035 employment table; the two have different statistical items and periods and cannot be combined to infer Chinese production planning and expediting clerk income or employment.
The 2025 annual wage median for United States production planning and expediting clerks is 59,650 USD; the BLS2025–2035 overall employment change is -1.3%, with 32,600 annual average openings. Not AI-attributed; wage percentiles are not a personal offer and annual openings are not new positions.
Region, industry, shift, and system duties affect the offer.
Region and schedule
Duty combinations such as scheduling, materials, and cross-department work may affect compensation, and no fixed premium is inferred.
Duties and industry
Wage percentiles are a statistical distribution of United States paid employees and do not include any individual's overtime, benefits, or after-tax take-home amount.
Statistical scope
Discrete manufacturing
No comparable median listed separately
The precise 43-5061 wage for this industry was not verified.
Process manufacturing
No comparable median listed separately
Check batch and changeover scheduling.
Logistics collaboration
No comparable median listed separately
Check delivery rhythm and shipping.
No comparable median listed separately
For production manager duties, check the occupation code first.
No. 59,650 USD is the midpoint of the 2025 United States wage distribution for this occupation, and the entry offer depends on region, schedule, employer, and experience.
28.68 USD/hour is the official median hourly wage and cannot be multiplied directly by fixed hours to estimate personal annual income; overtime, hours, and taxes differ.
The wages come from BLS 2025 occupational wage statistics, and O*NET displays national 43-5061 percentiles; the employment projection comes from the BLS2025–2035 Table 1.2.
Region, industry, shift, ERP/MRP, and employer rules may affect the offer, and no personal wage is estimated.
The 10th percentile is 40,080 USD/year: about 10% of paid employees earn less than this. It is not an entry-level wage, and Chinese positions or personal after-tax income cannot be estimated from it.
The median is 59,650 USD/year, the midpoint of the United States wage distribution for this occupation; it is not equal to a typical entry price or any specific city's personal position offer.
The 90th percentile is 86,000 USD/year: about 10% of paid employees earn more than this. It does not represent supervisory pay or a guaranteed promotion outcome.
Career fit guide
- Holland career interest test
- Big Five personality test
- MBTI personality test
- Enneagram test
- Intelligence and reasoning test
- Emotional intelligence test
- Industrial engineers
- Stock clerks and order fillers
- Procurement clerks
- Production front-line supervisors
- Project management specialists
- Logisticians
- O*NET production planning and expediting clerk occupation profile (interests)
- O*NET production planning and expediting clerk occupation profile (tasks and activities)
- BLS 43-5061 occupational characteristics and entry-level education
- BLS 43-5061 occupational characteristics and entry-level education
- O*NET production planning and expediting clerks
- O*NET procurement clerks
- O*NET stock clerks and order fillers
- O*NET production planning clerks
CER corresponds to some extent to this occupation's tasks, and an interest code is not ability.
Career interest reference
- Are you willing to check against production work orders and the document summary?
- Are you willing to check sources, upstream department communication records, and factual boundaries?
Interest scores do not replace work order and on-site communication practice.
Traits such as conscientiousness can prompt self-review, but no hiring threshold for this occupation was verified.
Self-exploration
- Can you keep your attention during repeated checks?
- Can you record and correct omissions when you find them?
Personality scores cannot infer scheduling accuracy.
The top three O*NET interests are Conventional C, Enterprising E, and Realistic R, for preference prompting only.
MBTI describes preferences only; there is no type threshold for this occupation.
Work order checking, anomaly communication, and plan adjustment.
Not used for screening
CER (Conventional, Enterprising, Realistic)
- Can you hand over production work orders by version?
- Can you return to the checking steps after an interruption?
CER
Any type must check data, quality, and on-site safety.
The Enneagram can serve as self-questioning about stress responses.
Not used for screening
- Would you skip review when rushing to meet a deadline?
- Do you report anomalies on your own initiative?
Personality type does not predict production planning quality.
Basic quantity, date, and source checks can be practiced with a fictional production requirement.
- Can you mark the six verified records and the 114 unobserved records out of the 120 fictional records?
- Can you distinguish the suspicion proportion among the six samples from the 120-record total?
IQ scores are not a uniform entry standard for production planning and expediting clerks.
Shift handover and anomaly escalation require clearly stating facts and items still to be confirmed.
Task exercise
- Can you explain the work orders, records, and suspicions?
- Can you find the person authorized to review the check records and decide on delivery?
There is no uniform “EQ” score threshold.
Assessments do not replace work order samples, supervised training, and change records.
See whether you can match requirement, inventory, capacity, and delivery dates and keep assumptions and escalate on material shortage or rework.
Procurement direction
You like supplier and order communication.
Requires adding quote requests and procurement policy.
Inventory direction
You are willing to check counts and bin locations.
Requires adding book-to-physical matching and receipt and dispatch.
Logistics direction
You like transport nodes and distribution.
Requires adding warehousing and transport planning.
Industrial engineering direction
You like operation and standard hour analysis.
Requires adding technical measurement and engineering methods.
Production management direction
You are willing to lead a shift and make on-site decisions.
Requires adding personnel, quality, and safety management.
Project management direction
You care about cross-department resources and milestones.
Requires adding scope and budget management.
Look at observable behavior: checking work orders, inventory, and actual progress and clarifying material shortages, downtime, and the approver.
Yes. What matters is explaining plan-versus-actual differences clearly.
Yes. Communication still requires data checking.
There is no best-suited MBTI type; look at real work order exercises.
The O*NET CER is only an interest description.
Assessments cannot replace work samples and supervised performance.
You can practice recalculating quantities, dates, capacity, and material shortages.
There is no high-EQ threshold; you need to be able to hand over clearly using facts, work orders, and suspicions.
No. The Enneagram is only suitable for self-questioning, not as occupational screening criteria.
Draw six of the 120 fictional work orders and list the three types of difference and the escalation.
Can match requirement, material, and completion date item by item.
Skipping quality or safety checks to meet a delivery date should first be addressed as a habit issue.
Make a fictional work order-inventory-progress comparison table.
O*NET 43-5061 interest types and tasks.
O*NET task descriptions can be used to design work records.
BLS typical entry-level education and training basis, not a Chinese hiring requirement.
The BLS projection table is used only for United States occupational characteristics.
Comparison with adjacent procurement, inventory, logistics, and production occupations.
Adjacent positions' tasks and approval authority differ.
Each direction requires checking credentials, systems, and on-site responsibility.
This occupation's risks center on data, resources, quality, and delivery dates.
Work pressure, risks and boundaries
- See how AI changes specific tasks
- O*NET production planning and expediting clerks 43-5061.00
- BLS 2025–2035 employment projections table
- O*NET production planning and expediting clerk tasks
- O*NET production planning and expediting clerk tasks
- Personal Information Protection Law of the People's Republic of China
The following are fictional factory exercises and do not constitute real scheduling instructions. On-site safety, quality, and delivery commitments follow employer policy.
First check the requirement version, conforming inventory, and capacity, then compare work orders with actual progress; pause changes and escalate when resources are insufficient.
O*NET defines the occupational tasks and BLS gives the United States projection; the cases do not represent an accident rate.
Planning clerks, workshops, and sales
A wrong requirement version may cause overproduction or under-delivery.
Check the order, requirement changes, and the approved version.
A fictional sales requirement changes from 20 to 24 units, and the work order is not changed directly without approval.
Planning clerks, materials, and workshops
Book inventory is not equal to conforming usable material, and misjudging it can stop the line.
Check bin location, quality status, arrival time, and substitute material approval.
Inventory shows 4 units but 2 of them are awaiting inspection, so all 4 cannot be counted as usable.
Planning clerks, supervisors, and customers
Wrong capacity or equipment status distorts the completion commitment.
Check equipment status, personnel, and standard hours, and hand delivery date changes to the responsible person.
Equipment is down for half a day, so recalculate the affected operations first instead of verbally promising the original delivery date.
Workshop personnel, quality, and the planning department
Skipping inspection to speed up progress may let nonconforming products flow on.
Isolate quality problems under procedure first, and check rework resources separately for scheduling.
A fictional batch is awaiting inspection, and the planning clerk does not instruct shipment themselves.
Planning clerks, IT, and partner departments
Sending work orders or customer data to the wrong party leaks commercial information.
Share by role and check the recipient and version.
A capacity report is sent to unrelated people by mistake, so escalate under the organizational incident procedure.
The small United States employment decline cannot directly infer Chinese factory demand.
Check the local position's ERP/MRP, shift, and authorization and demonstrate ability with de-identified plan samples.
BLS projects United States 43-5061 to decline 1.3% over 2025–2035, and there are still annual average replacement openings.
O*NET supports work order distribution, progress checking, and interruption adjustment and does not provide an accident rate.
United States projections do not represent China or a single factory.
On-site safety and quality decisions follow employer policy.
Personal information such as that of customer contacts must be handled according to law; commercial work orders, capacity, and planning material are shared under organizational authority, and the personal information law does not replace safety, quality, or change approvals.
The Personal Information Protection Law only supports the handling of personal information such as customer contacts; safety, quality, and delivery date approvals are checked separately against the applicable rules and institutional duties.
Entry, credentials and career development
How do the entry positions and early tasks of production planning and expediting clerks compare?
| Entry positions | What you mainly do early in the job | Entry checks and preparation suggestions | How to prove yourself without experience | How it differs from other directions |
|---|---|---|---|---|
| Production planning assistant | Check the requirement, inventory, and work order fields. | Can list material shortages and the quantity still to be produced. | A fictional work order comparison table. | Real changes require authorization. |
| Planning clerk | Issue work orders, track progress, and handle delays. | Can check actual completion and versions. | A fictional six-order spot-check card. | External delivery commitments have separate authority. |
| Stock clerks | Check book-to-physical matching and quality status. | Can mark usable inventory. | A fictional count discrepancy table. | Physical confirmation is the warehouse's responsibility. |
| Material coordinator | Check incoming material and production priority. | Can mark material shortages and arrival dates. | A fictional material shortage table. | Substitute materials require approval. |
| Production supervisors | Organize personnel, quality, and safety. | Can assess plan executability. | A schedule change log. | On-site authority and responsibility follow the rules. |
Basis for entry checks and editorial preparation suggestions
Content pending
Education and relevant experience
BLS lists the United States typical entry-level education as high school or equivalent, with no related experience required.
Check the specific requirements by target region and employer.
Content pending
ERP/MRP and on-site authority
Real system access, rush order insertion, line stoppage, and delivery commitments follow employer authority.
Check the approver, logs, and anomaly escalation contact.
Content pending
O*NET task list
O*NET 43-5061 includes work order distribution, progress checking, and schedule adjustment.
Compare the recruitment announcement item by item against the actual duties.
Content pending
Work samples you can show
Use fictional work orders to show a requirement-inventory-plan-daily report comparison.
Others can recalculate quantities and trace the three types of difference.
Entry exercise: one fictional production work order check
Content pending
Materials and settings｜all fictional production work order exercises
A fictional factory has 120 work orders awaiting spot checks; one batch requires 20 units, with 4 conforming usable units in stock and 16 units still to be produced.
A1: check the requirement, operations, conforming inventory, and approval status; do not issue a new plan without approval.
A2: draw six lines, R1–R6, from the 120; the sampling is designed by the editors.
Content pending
Task and output
A3: the R1, R3, and R5 are complete; R2 work order quantity does not match the requirement, R4 is missing the material arrival date, and R6 completion daily report conflicts with the plan. A4: the other 114 records were not observed.
A4: the practitioner only records suspicions and the originals still to be verified; a named responsible person decides whether to expand the check or deliver.
Content pending
Reference approach (do it independently first)
A5: three of the six have pending differences, and 3/6=50% describes the sample only and cannot derive a difference rate for all 120 lines.
List the originals and escalation contacts for R2, R4, and R6 separately; the plan must not be changed or a delivery date promised without approval.
Content pending
Boundaries and review
Others can recalculate 20-4=16, 120-6=114, and 3/6 and see that inventory must be conforming and usable.
What verifiable portfolio materials can you prepare when starting out?
Content pending
Production work order and document summary card
Write a requirement of 20 units, 4 units of usable inventory, and 16 units still to be produced.
Inventory quality status and approval can be reviewed.
Content pending
Suspicion and review card
List the R2 quantity, R4 material date, and R6 completion record differences.
Each item corresponds to its original work order and escalation contact.
Content pending
Escalation handover card
Note that the 114 records were not observed and do not derive an overall difference rate.
Content pending
Method notes card
List the approvers for rush order insertion and delivery date changes.
What may be assessed in the interview and probation, and which conclusions cannot be inferred?
| Stage | What may be assessed | Observe documents | Usage boundary |
|---|---|---|---|
| Checking the requirement in the interview | Whether you can recalculate the quantity still to be produced | 20-4=16 holds only when the inventory is conforming and usable. | Approval must not be skipped. |
| Spot check in the interview | Whether you can distinguish the sample from the total | Six records with three differences, and 114 records unobserved. | The overall difference rate cannot be derived. |
| Work order management on the job | Whether you can check quantity, materials, and dates | R2/R4/R6 list the originals still to be verified separately. | Must not change the plan beyond your authority. |
| On-site collaboration | Whether you can identify equipment and quality risks | Escalate first on material shortage or downtime. | Do not release or restart the machine beyond your authority; when immediate danger appears, stop the hazardous work under the on-site emergency procedure and escalate. |
Seven-day experience: fictional production plan checking
Content pending
Day one
Day one: check the A1 requirement, operations, and approval.
Content pending
Day two
Day two: check the 20-unit requirement against 4 units of conforming inventory and write the quantity still to be produced.
Content pending
Day three
Day three: draw R1–R6 and compare the requirement, work orders, and daily reports.
Content pending
Day four
Day four: list the R2/R4/R6 differences and note that the 114 records were not observed.
Content pending
Day five
Day five: per A4/A5, write the three suspicions, the 114 unknowns, and the review request to the responsible person.
Content pending
Day six
Day six: after sealing the first draft, look at the reference approach and correct the suspicion classification, calculation, or over-reach suggestions.
Content pending
Day seven
Day seven: hand in the four cards for production work order, review, escalation, and method, and record the most effortful step and the next practice.
How to judge at the end of seven days whether to continue
- A requirement of 20 units with 4 conforming units in stock leaves 16 units to be produced; the approval status must be listed separately.
- The six sample numbers are R1–R6, matching A2.
- R2 work order quantity does not match the requirement, R4 is missing the material arrival date, R6 completion daily report conflicts with the plan; the R1, R3, and R5 are complete.
- 3/6 describes only the six samples, the other 114 records are unknown, and the whole cannot be derived.
- The anomaly card must state that work pauses when authority is unclear and that the responsible person decides whether to expand the check.
- Real system access, upstream department communication, and work order release must first be checked against the applicable production arrangement and institutional authorization.
- The work proves only the paper-and-pencil method and is not equal to employer hiring, position authorization, or system access authorization.
Education, training, and qualifications: which are real thresholds for this occupation?
| Qualification／status | Mainly suited to whom | Practical role in job seeking | Whether it is a general entry threshold | Authority and compliance conditions | Investment level | Important limitations |
|---|---|---|---|---|---|---|
| United States entry-level education background | For those considering the United States 43-5061 occupation | BLS lists high school or equivalent | Not equal to a unified Chinese threshold | Check the location and employer hiring requirements | Depends on the individual path | Education does not grant checking authority |
| ERP/MRP system permissions | For those touching real production plans | Can handle plans and changes by role | Follows employer authorization | Check who approves rush orders, line stoppages, and delivery dates | On-the-job training | System access is not equal to approval authority |
| Quality and safety training | For those handling on-site anomalies | Identify quality status and stop conditions | Follows employer policy | Check the quality and safety responsible persons | Position training | Clerks do not approve non-compliant production |
| Supervised scheduling training | For those distributing work orders | Can check quantity, materials, and dates | Follows institutional arrangements | Check the mentor and escalation target | On-the-job training | The exercise does not grant independent scheduling authority |
| Industry-specific training | Discrete or process manufacturing direction | Understands operations, batches, and changeovers | Not a uniform threshold | Check the target position and production method | Coursework and practice | Experience cannot be directly mutually recognized across different production lines |
| Progress and delivery date review | For those collaborating on delivery | Can explain the delay cause and the approved version | Named review responsibility depends on the institution | Check the external commitment owner and the filing period | Case review | Cannot replace a supervisor's decision |
Qualification and authorization boundary notes
First point: paper-and-pencil work and courses demonstrate planning method but do not grant ERP permissions or on-site command authority.
Second point: the BLS typical entry-level education is a United States statistical description; specific Chinese education and experience conditions follow the target employer's announcement.
Third point: real system access, upstream department communication, material arrival checking, and work order document delivery require checking the applicable production arrangement, approval basis, and institutional authorization.
Fourth point: positions may involve public documents, supply chain, or internal corporate checking; check system permissions, schedule, position authorization, and check record responsibility before starting.
Recruitment record notes
A1–A5 and the seven-day plan are fictional work order exercises and contain no real customer or production line data.
Position salaries, regional position authorization, and hiring status are checked by location and employer; United States statistics cannot be taken as Chinese conditions.
- BLS 2025–2035 occupational projections and entry-level education
- O*NET production planning and expediting clerks 43-5061.00
- O*NET 43-5061 training and qualifications
- Personal Information Protection Law of the People's Republic of China
The four stages are a capability observation framework, not a uniform promotion timeline; scheduling approval and on-site operation follow employer policy.
Can check the requirement, inventory, and quantity still to be produced.
Fictional work order exercise
Under supervision, distribute work orders and check progress.
Planning assistant
Analyze the impact of material shortages, equipment, and delivery dates.
Production planning clerks
Organize cross-department progress and change reviews.
Planning coordination lead
When starting out, practice checking requirement, work orders, inventory, capacity, and daily reports; real scheduling requires authorization.
Courses and works do not grant authority to insert orders, stop the line, or commit externally to delivery dates.
The United States BLS education basis cannot be applied directly to Chinese recruitment.
BLS lists the United States typical entry-level education for 43-5061 as high school or equivalent, with no related experience required and medium-term on-the-job training.
The United States 43-5061 occupational projection does not set Chinese conditions.
O*NET tasks support work order, material, and progress coordination.
United States occupational preparation material is not equal to Chinese system permissions.
Chinese personal information handling principles; does not provide a basis for scheduling, line stoppage, quality release, or commercial data approval.
ERP/MRP access requires separate authorization.
Learn work order and inventory fields.
A fictional plan-versus-actual progress comparison table.
Practice checking requirement, inventory, and capacity.
Production planning learner
Must not schedule directly from an unapproved requirement change.
Practice recalculating quantities and completion dates.
Plan and daily report versions are traceable.
Distribute work orders under authorization.
Supervised planning assistant
Rush order insertion and delivery commitments are approved by the responsible person.
Add material and on-site operation knowledge.
Discrepancies are listed separately, with a clear pending and closure basis.
Follow up on actual completion and delay causes.
Production planning clerks
A coordination role is not equal to on-site command authority.
Check production supervisor or logistics position requirements.
Rework and delay records are traceable.
Review cross-department plans and bottlenecks.
Planning coordinator
Cannot approve the release of nonconforming products yourself.
Add quality and material management.
A fictional material shortage and work order matching table.
Read requirements, work orders, inventory, and daily reports.
Material planning learner
Procurement and warehouse system permissions must be checked.
Learn work in process and inventory status.
List material shortages, work in process, and completion separately.
Check material arrival and operation readiness.
Supervised material coordinator
Cross-department sharing follows institutional authority.
Add supply chain planning.
The plan report explains the assumptions and limitations.
Handle material coordination within the authorized scope.
Production planning assistant (collaborator)
On-site changes follow supervisor authority.
Advance toward production management.
Review with delays and corrections.
Organize production and material checking processes.
Material planning lead
Do not touch unauthorized customer data.
Learn versions and retention.
Original work orders and daily reports correspond item by item.
Use fictional work orders to make a field check table.
Planning record organizer
Scheduling requires review by the responsible person.
Add operation and ERP knowledge.
Delay records note the source and pending items.
Review the requirement, work orders, and daily reports.
Production progress review assistant
Delivery date approval is the responsibility of authorized people.
Take part in bottleneck reviews.
Correction and escalation records are clear.
Review planned quantity, actual quantity, and version.
Plan quality reviewer
Management authority follows institutional rules.
Check planning supervisor requirements.
Use sampling records to prove the process works.
Establish progress and change review mechanisms.
Planning process lead
Career outlook and related transitions
- See the AI impact and task change analysis on this page
- See the United States salary and employment data basis
- BLS 2025–2035 occupational projections and characteristics tables
- BLS employment projections Table 1.2
- National Bureau of Statistics 2025 urban unit wages
- O*NET occupation profile
- Procurement clerks
- Stock clerks and order fillers
- Logisticians
- Industrial engineers
- Production supervisors
- Project management specialists
- Supply chain planning
- System support
BLS United States 43-5061 standalone occupation overall employment projection: 392.1 thousand in 2025 to 387.1 thousand in 2035, a decline of 1.3% and a net decrease of 5.0 thousand, with 32.6 thousand annual average openings; not AI-attributed, and not a China or single-factory projection.
United States national
Detailed occupational employment projection, with a projected decline in numbers.
Base and projection periods are rounded; not regional recruitment.
Employment change rate
SOC 43-5061 production planning and expediting clerks
United States national
Annual average openings include replacement of those leaving and are not equal to new positions.
Cannot be used to guarantee personal hiring or explain the reason for the change.
Annual average occupational openings
SOC 43-5061 production planning and expediting clerks
About 32,600 per year
Chinese mainland
2025 wage announcement
Insufficient evidence: a comparable national occupational-level wage for Chinese production planning and expediting clerks. The 2025 all-personnel pre-tax annual averages of 113,594 yuan for non-private and 76,055 yuan for private in manufacturing apply only as factory employment scenario background and provide no clerk headcount or employment projection.
Not the number of production planning and expediting clerks or a future employment projection.
Occupational outlook
No separately listed Chinese employment projection for this occupation
Insufficient evidence: no Chinese occupational-level employment projection for production planning clerks was obtained
BLS 43-5061 United States ten-year projection and typical entry-level education.
The detailed occupation row of BLS occupational projections Table 1.2.
National Bureau of Statistics Chinese wage broad-group background; no occupational outlook.
O*NET 43-5061 occupational tasks and comparison with adjacent positions.
Requires adding procurement contracts and supplier management.
Material and delivery date communication.
Procurement direction
Requires adding book-to-physical matching, counts, and bin locations.
Inventory and requirement checking.
Inventory direction
Requires adding transport and warehousing arrangements.
Delivery progress and shipping plans.
Logistics direction
Requires adding operation and standard hour analysis.
Capacity and bottleneck records.
Industrial engineering
Requires adding on-site personnel, quality, and safety management.
Plan changes and team communication.
Production supervisors
Requires adding budget and project management methods.
Cross-department planning collaboration.
Project management
Requires adding supply chain systems and forecasting.
Inventory and material shortage descriptions.
Supply chain planning
Requires adding data analysis and system configuration.
Planning field and anomaly cleanup.
A system support direction within this occupation, not a move to another occupation
Questions and sources
What do production planning and expediting clerks do every day?
They distribute work orders and production schedules, check materials, personnel, equipment, and progress, and propose schedule adjustments and report when material is short, a backlog forms, or a design change occurs.
Can they change the production plan independently?
They may prepare candidate options and impact, but rush order insertion, line stoppage, delivery commitments, and on-site safety decisions follow employer authorization.
How do I judge whether I am suited?
Use fictional work orders to check the requirement, inventory, capacity, and completion date and observe whether you can record differences and escalate.
Will AI replace this position?
Tools may help with scheduling and material shortage prompts, but cross-occupation task exposure cannot derive this occupation's substitution rate, and actual progress and changes still require human confirmation.
What is the wage of this occupation in the Chinese mainland?
Insufficient evidence: the national occupational-level wage distribution. For a manufacturing plant scenario, reference may be made to the 2025 national pre-tax annual averages of 113,594 yuan for all non-private and 76,055 yuan for all private personnel in urban manufacturing; these are not the occupational median, starting salary, or personal range and do not represent other industries. Actual figures are checked by region, industry, shift, and scheduling and material duties.
Is the United States wage median entry-level income?
No. O*NET shows a 2025 median annual wage of 59,650 USD for United States 43-5061, with 40,080 at the 10th percentile and 86,000 USD at the 90th percentile, and percentiles are not years of experience.
What are the entry-level education and training?
BLS lists the United States typical entry-level education as high school or equivalent with no related experience required and medium-term on-the-job training; Chinese requirements are checked with the employer.
What is the difference from production supervisors?
Clerks coordinate work orders and material flow, while production supervisors are responsible for on-site personnel, quality, safety, and operation, and the division of labor is set by organizational rules.
What are the main risks?
Material shortages, inaccurate inventory, equipment downtime, rework, and wrong delivery date commitments; cross-checked with original work orders, workshop daily reports, and approval records.
What is the United States outlook?
BLS projects United States 43-5061 overall employment to decline 1.3% over 2025–2035, with 32,600 annual average openings; not AI-attributed, not China or single-factory demand, and personal risk is not inferred.
FermatMind career content team (editorial compilation, not a review by production planning practitioners)
Tasks are taken from O*NET 43-5061.00; United States wages and the projection use the same occupation's O*NET/BLS rows; the Chinese national occupational-level wage gap is visible.
Verification date for the material: 2026-09-26; on-site scheduling, safety, and delivery commitments are checked against employer policy.
The Chinese text on this page explains the United States occupational scope and does not establish mutual recognition of qualifications between countries; fictional exercises do not represent employer standards.
- O*NET 43-5061.00 Production Planning and Expediting Clerks
Distribute production schedules and work orders.
Check departmental progress and material priority and coordinate adjustments on interruptions.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
United States occupational task basis; on-site authority follows employer policy.
2026-10-03
- BLS 2025–2035 43-5061 occupational projections and characteristics tables
392.1 thousand in 2025 and 387.1 thousand in 2035, a net decrease of 5.0 thousand.
A decline of 1.3% with 32.6 thousand annual average openings; typical entry-level education is high school or equivalent.
U.S. Bureau of Labor Statistics
United States
2025–2035 projection; 2025 wages
official projection table
Occupation-specific
United States occupational row; annual average openings include replacement demand.
2026-10-03
- BLS 2025–2035 43-5061 occupational projections and characteristics tables
392.1 thousand in 2025 and 387.1 thousand in 2035, a net decrease of 5.0 thousand.
A decline of 1.3% with 32.6 thousand annual average openings; typical entry-level education is high school or equivalent.
U.S. Bureau of Labor Statistics
United States
2025–2035 projection
official projection table
Occupation-specific
United States occupational row; annual average openings include replacement demand.
2026-10-03
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage table
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage table
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- O*NET 43-5061.00 occupational tasks
Coordinate the flow of work and materials according to the schedule.
Record progress, inventory, cost, and problems.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
Occupational tasks do not confer on-site operating or safety approval authority.
2026-09-26
- NIST AI RMF Generative AI Profile
Generative AI risks include information integrity and data protection.
Before connecting to a production planning system, check input permission, human review, and permissions.
National Institute of Standards and Technology
United States / general
2024 generative AI risk management overview
risk framework
contextual
A voluntary AI risk framework and not a basis for production planning authorization.
2026-09-26
- O*NET 43-5061.00 occupational tasks
Coordinate the flow of work and materials according to the schedule.
Record progress, inventory, cost, and problems.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
Occupational tasks do not confer on-site operating or safety approval authority.
2026-09-26
- O*NET 43-5061.00 occupational tasks
Coordinate the flow of work and materials according to the schedule.
Record progress, inventory, cost, and problems.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
Occupational tasks do not confer on-site operating or safety approval authority.
2026-09-26
- O*NET 43-5061.00 Production Planning and Expediting Clerks
Distribute production schedules and work orders.
Check departmental progress and material priority and coordinate adjustments on interruptions.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
United States occupational task basis; on-site authority follows employer policy.
2026-09-26
- O*NET 43-5061.00 occupational tasks
Coordinate the flow of work and materials according to the schedule.
Record progress, inventory, cost, and problems.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
Occupational tasks do not confer on-site operating or safety approval authority.
2026-09-26
- Generative AI and Jobs: A Refined Global Index of Occupational Exposure
The 2025 index measures potential generative AI exposure by task and does not measure enterprise adoption.
The authors distinguish different tasks within an occupation, and the exposure share cannot be equated with a layoff share.
Cross-region and income-group comparisons need to preserve records and the statistical basis.
International Labour Organization
Cross-region
2025 research
research
contextual
Task exposure is not equal to employer adoption or an occupational substitution rate.
2026-09-26
- FermatMind editorial reasoning and fictional exercises
The 120 fictional work orders and the six-item spot check are editorial exercises.
Six records with three suspicions do not derive an overall quality rate.
FermatMind career content team
Not applicable
2026-09 content editing
editorial synthesis
Editorial synthesis
Used for exercises and judgment frameworks, not official statistics, statutory requirements, or employer position conditions.
2026-09-26
- NIST AI RMF Generative AI Profile
Generative AI risks include information integrity and data protection.
Before connecting to a production planning system, check input permission, human review, and permissions.
National Institute of Standards and Technology
United States / general
2024 generative AI risk management overview
risk framework
contextual
A voluntary AI risk framework and not a basis for production planning authorization.
2026-09-26
- GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
The paper estimates the potential of language models for cross-occupation text tasks.
Does not measure the legality of checking access or this occupation's real AI adoption rate.
arXiv / OpenAI et al.
Cross-region
2023 paper
research
contextual
Cross-occupation task potential estimate; does not predict production planning and expediting clerk employment or an adoption date.
2026-09-26
- Future of Jobs Report 2025
Published January 7, 2025, a cross-industry employer survey.
Does not provide a measured AI adoption rate for production planning clerks.
World Economic Forum
Cross-region
2025 report; 2025–2030 employer expectations
research
contextual
Subjective employer expectations; cannot be extrapolated to a measurement for production planning and expediting clerks.
2026-10-03
- O*NET 43-5061.00 occupational tasks
Coordinate the flow of work and materials according to the schedule.
Record progress, inventory, cost, and problems.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
Occupation-specific
Occupational tasks do not confer on-site operating or safety approval authority.
2026-09-26
- O*NET 43-3061.00 procurement clerks
The adjacent position handles purchase orders and supplier delivery dates.
This differs from cross-department work order coordination in production scheduling.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
adjacent
Adjacent procurement positions' tasks cannot be interchangeable with this occupation's authority and wages.
2026-09-26
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage statistics
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage statistics
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage statistics
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- National Bureau of Statistics 2025 average annual wages of urban employed persons (English original table)
Manufacturing non-private all personnel 113594 yuan, private all personnel 76055 yuan, pre-tax annual averages.
There is no national production planning clerk occupational wage distribution; only manufacturing plant scenario industry background.
National Bureau of Statistics
Chinese mainland
2025 wages
official wage statistics
Industry reference
All-personnel and industry wages cannot derive this occupation or personal income.
2026-10-03
- Generative AI and Jobs: A Refined Global Index of Occupational Exposure
The ILO index describes potential change through task exposure and does not provide a net employment projection for production planning and expediting clerks.
International Labour Organization
Cross-region
2025 research
research
contextual
Task exposure is not equal to employer adoption or an occupational substitution rate.
2026-09-26
- O*NET 43-5061.00 United States 2025 wage percentiles
The 10th percentile is 40,080 USD and the median 59,650 USD.
The 90th percentile is 86,000 USD, not an entry-level offer.
O*NET OnLine / U.S. Department of Labor
United States
May 2025 wages
BLS wage table via O*NET
Occupation-specific
Take the United States row; wage percentiles are not guaranteed values for entry-level or senior positions.
2026-09-26
- O*NET 43-5071.00 stock clerks and order fillers
The adjacent position is responsible for physical receipt and dispatch and inventory records.
Production planning requires checking capacity and delivery dates separately.
O*NET OnLine / U.S. Department of Labor
United States
2026 occupation profile
official occupation profile
adjacent
Adjacent inventory positions' tasks cannot be interchangeable with this occupation's authority and wages.
2026-09-26
- Personal Information Protection Law of the People's Republic of China
The real legal name; the earlier name upstream department and transaction information protection law on this page does not exist.
Communications Administration of Guangdong Province
Chinese mainland
2021
statute
contextual
Only a basis for personal information handling; it does not cover commercial data permissions, on-site quality and safety, or scheduling approvals.
2026-10-03