Not Very Resilient

Last Update: 11/4/2026

AI Resilience Score for Office Machine Operator:

29.8%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient office machine operating 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 office machine operators, eight of nine sources had data, and AI exposure was split: Anthropic and OpenAI Signals saw meaningful human involvement, while AI Resilience Model and Will Robots Take My Job rated exposure as high risk. That disagreement holds confidence at medium-high. Weak demand and pay signals pulled the score down, leaving this role "Not Very Resilient."

AI Resilience Report forOffice Machine Operators, Except Computer

$40,960 median salary•2,100 annual openings•SOC Code: 43-9071.00

Office Machine Operators, Except Computer are less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

This career is labeled "Not Very Resilient" because the core tasks that office machine operators handle, like logging production records, calculating billing information, and processing job orders, are already being automated by AI built directly into modern scanning and copying equipment. Nearby roles tell a clear story about where this is heading: data entry keyers are projected to decline about 26% and file clerks about 16%, and office machine operators face similar pressure because intelligent document processing tools can handle the repetitive, high-volume paperwork tasks faster and cheaper than a person can.

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 office machine operators handle, like logging production records, calculating billing information, and processing job orders, are already being automated by AI built directly into modern scanning and copying equipment. Nearby roles tell a clear story about where this is heading: data entry keyers are projected to decline about 26% and file clerks about 16%, and office machine operators face similar pressure because intelligent document processing tools can handle the repetitive, high-volume paperwork tasks faster and cheaper than a person can.

Read full analysis

Analysis of current AI resilience

Office Machine Operator

Updated quarterly

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Latest AI news for Office Machine Operator

These articles highlight important trends for Office Machine Operators, Except Computer. For instance, the risk of job loss from AI, particularly affecting women, is underscored in the historical context of occupations like telephone switch operators. Additionally, the insights on workplace AI resistance suggest that many workers are feeling the pressure of wage compression due to AI implementation. Understanding these dynamics can help students build AI resilience by considering skills that complement technology, ensuring their relevance in an evolving job landscape.

More Career Info

Career: Office Machine Operators, Except Computer

They run and maintain machines like photocopiers and scanners to make sure documents are printed, copied, or scanned correctly.

Alternate Titles

Copy Center Operator · Copy Machine Operator · Key Operator · Machine Operator · Copy Technician · Graphics Production Specialist · Printing Services Coordinator · Reprographics Technician

Employment & Wage Data

Median Wage

$40,960

Jobs (2025)

25,800

Growth (2025-35)

-14.9%

Annual Openings

2,100

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

78% ResilienceSupplemental

Move heat units and clamping frames over screen beds to form Braille impressions on pages, raising frames to release individual copies.

2

75% ResilienceCore Task

Clean machines, perform minor repairs, and report major repair needs.

3

72% ResilienceCore Task

Deliver completed work.

4

70% ResilienceCore Task

Load machines with materials such as blank paper or film.

5

67% ResilienceCore Task

Operate auxiliary machines such as collators, pad and tablet making machines, staplers, and paper punching, folding, cutting, and perforating machines.

6

65% ResilienceCore Task

Operate office machines such as high speed business photocopiers, readers, scanners, addressing machines, stencil-cutting machines, microfilm readers or printers, folding and inserting machines, burst...

7

62% ResilienceCore Task

Clean and file master copies or plates.

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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