AI exposure by occupation, O*NET 15-1299.03

Will AI replace Document Management Specialists?

Document Management Specialists: AI can already handle 19 of 23 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 23 tasks O*NET 30.3 lists for Document Management Specialists, from most to least exposed. 19 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Search electronic sources, such as databases or repositories, or manual sources for information. 100 Observed Standard 3.4
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software. 90 Estimated Frontier 3.4
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary. 85 Observed Standard 3.9
Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content. 75 Estimated Frontier 4.7
Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists. 75 Estimated Efficient 4.2
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata. 75 Estimated Frontier 4.2
Administer document and system access rights and revision control to ensure security of system and integrity of master documents. 75 Estimated Standard 4.1
Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff. 75 Estimated Frontier 4.0
Document technical functions and specifications for new or proposed content management systems. 75 Estimated Efficient 3.7
Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving. 75 Estimated Standard 3.6
Operate data capture technology to import digitized documents into document management system. 75 Estimated Frontier 3.5
Consult with end users regarding problems in accessing electronic content. 74 Observed Frontier 3.6
Assist in the assessment, acquisition, or deployment of new electronic document management systems. 65 Estimated Standard 4.2
Write, review, or execute plans for testing new or established document management systems. 65 Estimated Frontier 4.0
Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences. 65 Estimated Standard 3.9
Conduct needs assessments to identify document management requirements of departments or end users. 65 Estimated Efficient 3.8
Develop, document, or maintain standards, best practices, or system usage procedures. 65 Observed Frontier 4.2
Analyze, interpret, or disseminate system performance data. 65 Observed Frontier 2.8
Propose recommendations for improving content management system capabilities. 60 Estimated Frontier 3.6
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval. 50 Estimated Frontier 4.3
Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures. 50 Estimated Frontier 3.8
Prepare support documentation and training materials for end users of document management systems. 35 Estimated Efficient 3.4
Monitor regulatory activity to maintain compliance with records and document management laws. 20 Estimated Efficient 3.9

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 5 of 23 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 18 of 23. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
435,370
Median annual wage
$116,580
Middle half of earners
$79,370 to $157,500
Projected change, 2024 to 2034
+8.2%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Document Management Specialists and AI

Will AI replace Document Management Specialists?

AI already handles 19 of the 23 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 67 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +8.2% from 2024 to 2034.

What is the AI exposure of Document Management Specialists?

67 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 5 of the 23 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 18 are estimated from each task's O*NET work activity.

Which Document Management Specialists tasks can AI already do?

The tasks with the highest exposure are: Search electronic sources, such as databases or repositories, or manual sources for information; Implement scanning or other automated data entry procedures, using imaging devices and document imaging software; Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary. They are three of the 19 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Document Management Specialists, and what do they earn?

435,370 people in the United States, with a median annual wage of $116,580 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +8.2% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Document Management Specialists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/document-management-specialists

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