Not Very Resilient

Last Update: 8/30/2026

AI Resilience Score for File Clerks:

23.8%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Low

Sustained economic opportunity

Low

Our confidence in this score:
High

Contributing sources

Methodology and Scoring Rationale

To score how resilient file clerk work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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 file clerks, all eight sources had data and mostly agreed: AI Resilience Model, Microsoft, Will Robots Take My Job, and OpenAI Signals all rated AI exposure high, with Anthropic and Adaptive Capacity slightly more moderate. That broad agreement means confidence is high. Weak demand and pay projections reinforced the low human contribution score, landing file clerks as "Not Very Resilient."

AI Resilience Report forFile Clerks

$43,600 median salary5,600 annual openingsSOC Code: 43-4071.00

File Clerks are less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

File Clerks are labeled "Not Very Resilient" because the core tasks of this job, like inputting data, sorting files, classifying records, and tagging metadata, are exactly the kinds of repetitive digital work that AI handles quickly, cheaply, and consistently. The U.S. Bureau of Labor Statistics projects employment in related clerical roles to decline 6 percent from 2025 to 2035, and AI-powered document processing tools are already widely available and affordable enough to replace routine filing work at scale.

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This role is not very resilient

File Clerks are labeled "Not Very Resilient" because the core tasks of this job, like inputting data, sorting files, classifying records, and tagging metadata, are exactly the kinds of repetitive digital work that AI handles quickly, cheaply, and consistently. The U.S. Bureau of Labor Statistics projects employment in related clerical roles to decline 6 percent from 2025 to 2035, and AI-powered document processing tools are already widely available and affordable enough to replace routine filing work at scale.

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Analysis of Current AI Resilience

File Clerks

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing File Clerks jobs?

If you love organizing information, here's the honest picture: many of the tasks File Clerks do — inputting data, sorting, classifying, and logging materials — are exactly the kinds of repetitive digital work today's AI is best at. The ARMA International magazine [1] describes how AI now handles records-lifecycle work including automated classification, metadata tagging, intelligent search, risk identification, compliance monitoring, automated redaction, and detection of redundant, obsolete, and trivial content, which maps directly onto the top-automation tasks in the File Clerk role. In government offices, AI tools can scan content, suggest classifications, apply metadata, and route records [2] more consistently than manual processes, which improves efficiency and defensibility for agencies facing backlogs.

The encouraging news comes from a July 2026 study in Archival Science [3]: rather than replacing archivists' jobs, AI adoption has primarily transformed the organization of work by automating selected routine tasks, augmenting professional capabilities, and improving efficiency, with interviewees reporting no job losses attributable to AI to date. So the pattern today is mostly augmentation of clerical work — but it is shrinking the amount of routine filing humans need to do.

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AI Adoption

How fast is AI adoption growing for File Clerks?

Adoption is moving quickly because the tools are cheap, mature, and off-the-shelf. Intelligent Document Processing platforms are widely commercially available, and the U.S. Bureau of Labor Statistics reports the 2025 median pay for general office clerks was $45,010 per year, with employment projected to decline 6 percent from 2025 to 2035 [4] — a low labor cost that AI can still undercut at scale. The World Economic Forum [5] reinforces this trend, noting that businesses expect these trends to cause a sharp fall in various clerical roles, such as cashiers and ticket clerks, as well as administrative assistants.

Still, adoption isn't instant everywhere. In regulated sectors, when AI influences records decisions, agencies need to be able to explain and defend outcomes [6], with visibility into how classifications, retention, and exceptions are applied, which slows rollouts. And success depends on how thoughtfully automation is implemented, requiring a strategic, actionable roadmap that is transparent, responsible, measurable, and effective [7].

The human skills that stay valuable are judgment, ethics, exception-handling, and governance oversight — great directions to grow into if this field interests you.

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Will AI replace File Clerks?

Will AI replace File Clerks?

In part. We think AI will eventually automate a real share of this work, but there are still human skills that matter in this field right now.

File clerks sit at the center of what AI does best: sorting, classifying, tagging, and logging documents. Tools that handle exactly those tasks are already widely available and actively being adopted. The BLS projects employment in related clerical roles to decline 6 percent through 2035 [4], and the World Economic Forum notes businesses expect a sharp fall in clerical roles broadly [5]. Our own data puts this career at a 23.8% AI Resilience Score, meaning it is more exposed than most. That is worth taking seriously.

What stays human, at least for now, is judgment. In regulated environments, someone needs to explain and defend how records were classified, flagged, or retained [6]. AI can suggest; a person still has to own the decision.

The smarter move is to treat this role as a starting point, not a destination. The skills you build here, understanding records governance, compliance, and information workflows, transfer well into records management, legal operations, data governance, and compliance roles. Those fields need people who understand how information is organized and why it matters. That knowledge does not expire just because the filing is automated.

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Latest AI news for File Clerks

These articles highlight the evolving role of file clerks in an AI-driven landscape. For instance, the article on court clerks emphasizes how AI can streamline document processing while maintaining the essential human touch in judicial systems. Additionally, the OECD analysis points out job risks but also suggests that roles requiring nuanced understanding, like file clerks, may see a shift rather than outright replacement. Embracing AI tools can enhance efficiency, positioning aspiring file clerks for a resilient future in a changing job market.

More Career Info

Career: File Clerks

They organize and manage documents, making sure everything is stored neatly and can be easily found when needed.

Employment & Wage Data

Median Wage

$43,600

Jobs (2025)

76,200

Growth (2025-35)

-15.8%

Annual Openings

5,600

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

62% ResilienceCore Task

Place materials into storage receptacles, such as file cabinets, boxes, bins, or drawers, according to classification and identification information.

2

60% ResilienceSupplemental

Retrieve documents stored in microfilm or microfiche and place them in viewers for reading.

3

58% ResilienceSupplemental

Operate mechanized files that rotate to bring needed records to a particular location.

4

55% ResilienceCore Task

Gather materials to be filed from departments or employees.

5

50% ResilienceCore Task

Perform periodic inspections of materials or files to ensure correct placement, legibility, or proper condition.

6

45% ResilienceCore Task

Modify or improve filing systems or implement new filing systems.

7

40% ResilienceCore Task

Perform general office activities, such as typing, answering telephones, operating office machines, processing mail, or securing confidential materials.

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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