Not Very Resilient

Last Update: 11/4/2026

AI Resilience Score for Production & Planning Clerk:

33.6%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient production, planning, and expediting clerk work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For production and planning clerks, all nine sources had data and mostly agreed: AI Resilience Model, Microsoft, Will Robots Take My Job, OpenAI Signals, and Google ATLAS all rated AI exposure high, with only Anthropic landing at medium, so confidence is medium-high. Weak human contribution and low economic opportunity pushed the score down to "Not Very Resilient."

AI Resilience Report forProduction, Planning, and Expediting Clerks

$59,650 median salary•32,600 annual openings•SOC Code: 43-5061.00

Production, Planning, and Expediting Clerks are less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career is labeled "Not Very Resilient" because the core tasks that clerks handle every day, like building schedules, tracking materials, estimating costs, and writing work orders, are exactly the kinds of routine, data-heavy jobs that AI is already very good at automating. About 72% of supply chain organizations have already deployed AI tools that handle these tasks faster and with greater accuracy, and employers have strong financial reasons to keep expanding that automation.

Learn more about how you can thrive in this position

This role is not very resilient

This career is labeled "Not Very Resilient" because the core tasks that clerks handle every day, like building schedules, tracking materials, estimating costs, and writing work orders, are exactly the kinds of routine, data-heavy jobs that AI is already very good at automating. About 72% of supply chain organizations have already deployed AI tools that handle these tasks faster and with greater accuracy, and employers have strong financial reasons to keep expanding that automation.

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Analysis of current AI resilience

Production & Planning Clerk

Updated quarterly

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More Career Info

Career: Production, Planning, and Expediting Clerks

They make sure products are made and delivered on time by organizing schedules and tracking supplies.

Alternate Titles

Expeditor · Materials Planner · Production Planner · Production Scheduler · Inventory Control Specialist · Material Requirements Planner (MRP) · Materials Coordinator · Production Assistant · Production Clerk · Production Controller

Employment & Wage Data

Median Wage

$59,650

Jobs (2025)

392,100

Growth (2025-35)

-1.3%

Annual Openings

32,600

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

82% ResilienceCore Task

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

2

80% ResilienceCore Task

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

3

62% ResilienceCore Task

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

4

58% ResilienceCore Task

Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineer...

5

48% ResilienceSupplemental

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

6

45% ResilienceCore Task

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

7

38% ResilienceSupplemental

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

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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