Production, Planning, and Expediting Clerks
Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.
AI Impact Summary
Production, Planning, and Expediting Clerks faces moderate AI displacement risk with a score of 48/100. This occupation has higher AI displacement risk than 95% of all analyzed occupations. Of 17 analyzed tasks, 9 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Production, Planning, and Expediting Clerks skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
17 tasks analyzed
Distribute production schedules or work orders to departments.
Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.
Requisition and maintain inventories of materials or supplies necessary to meet production demands.
Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.
Confer with department supervisors or other personnel to assess progress and discuss needed changes.
Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.
Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.
Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.
Record production data, including volume produced, consumption of raw materials, or quality control measures.
Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.
Contact suppliers to verify shipment details.
Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.
Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.
Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.
Maintain files, such as maintenance records, bills of lading, or cost reports.
Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.
Provide documentation and information to account for delays, difficulties, or changes to cost estimates.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Distribute production schedules or work orders to departments. | 92Estimated | 86.0% | 4% | |
| Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities. | 90Estimated | 85.2% | 8% | |
| Requisition and maintain inventories of materials or supplies necessary to meet production demands. | 94Estimated | 86.8% | 8% | |
| Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules. | 77Estimated | 80.0% | 6% | |
| Confer with department supervisors or other personnel to assess progress and discuss needed changes. | 30Estimated | 27.0% | 8% | |
| Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering. | 60Estimated | 51.0% | 8% | |
| Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays. | 40.25Observed | 31.1% | 8% | |
| Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications. | 51.65Observed | 69.9% | 7% | |
| Record production data, including volume produced, consumption of raw materials, or quality control measures. | 95Estimated | 87.2% | 6% | |
| Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers. | 44.9Observed | 67.2% | 5% | |
| Contact suppliers to verify shipment details. | 85Estimated | 83.2% | 4% | |
| Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts. | 65Estimated | 53.0% | 6% | |
| Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed. | 97Estimated | 88.0% | 6% | |
| Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders. | 36.9Observed | 64.0% | 5% | |
| Maintain files, such as maintenance records, bills of lading, or cost reports. | 92Estimated | 86.0% | 4% | |
| Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections. | 55Estimated | 49.0% | 4% | |
| Provide documentation and information to account for delays, difficulties, or changes to cost estimates. | 87Estimated | 84.0% | 3% |
Protective Factors
Total protective discount: 28.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$57,770
per year
Mean Wage
$60,420
per year
Employment
385K
workers
Wage Range
$38,570 - $84,810
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Production, Planning, and Expediting Clerks professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change