AITakeover Tracker
48%medium risk

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.

Green Increased DemandHigher risk than 95% of occupations

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)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingWritingJudgment and Decision MakingSystems AnalysisActive LearningTechnology Design

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.2pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4pt risk+$4K/yr salary

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

High School Diploma36%
Some College15%
Post-Secondary Certificate10%
Associate's Degree14%
Bachelor's Degree25%

Prior Experience Needed

Work experience required to enter this job

None9%
6 months - 1 year17%
1-2 years23%
2-4 years31%
4-6 years1%
6-8 years10%
8-10 years2%
Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month10%
1-3 months18%
3-6 months40%
6 months - 1 year27%
1-2 years5%

How AI Impacts Each Task

17 tasks analyzed

Distribute production schedules or work orders to departments.

Risk: 86.0%AI: 92EstimatedTime: 4%

Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.

Risk: 85.2%AI: 90EstimatedTime: 8%

Requisition and maintain inventories of materials or supplies necessary to meet production demands.

Risk: 86.8%AI: 94EstimatedTime: 8%

Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.

Risk: 80.0%AI: 77EstimatedTime: 6%

Confer with department supervisors or other personnel to assess progress and discuss needed changes.

Risk: 27.0%AI: 30EstimatedTime: 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.

Risk: 51.0%AI: 60EstimatedTime: 8%

Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.

Risk: 31.1%AI: 40.25ObservedTime: 8%

Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.

Risk: 69.9%AI: 51.65ObservedTime: 7%

Record production data, including volume produced, consumption of raw materials, or quality control measures.

Risk: 87.2%AI: 95EstimatedTime: 6%

Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.

Risk: 67.2%AI: 44.9ObservedTime: 5%

Contact suppliers to verify shipment details.

Risk: 83.2%AI: 85EstimatedTime: 4%

Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.

Risk: 53.0%AI: 65EstimatedTime: 6%

Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.

Risk: 88.0%AI: 97EstimatedTime: 6%

Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.

Risk: 64.0%AI: 36.9ObservedTime: 5%

Maintain files, such as maintenance records, bills of lading, or cost reports.

Risk: 86.0%AI: 92EstimatedTime: 4%

Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.

Risk: 49.0%AI: 55EstimatedTime: 4%

Provide documentation and information to account for delays, difficulties, or changes to cost estimates.

Risk: 84.0%AI: 87EstimatedTime: 3%

Protective Factors

Total protective discount: 28.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityCooperationStress ToleranceInitiativeIndependenceLeadershipSelf ControlPersistenceAdaptability/FlexibilityAnalytical Thinking

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

$38,570Median: $57,770$84,810
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

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Median salary: $49,900

Higher risk than 96% of other occupations

Procurement Clerks

49%
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Median salary: $48,510

Higher risk than 97% of other occupations

Shipping, Receiving, and Traffic Clerks

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Median salary: $43,190

Higher risk than 97% of other occupations

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Median salary: $39,850

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Dispatchers, Except Police, Fire, and Ambulance

53%
High Risk

Median salary: $48,880

Higher risk than 98% of other occupations

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

53%
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Median salary: $46,290

Higher risk than 99% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

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

-0.3

overall change

Checking for existing plan...