AI exposure: Document Management Specialists
Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents.
Reading this score
computedDocument Management Specialists sits in the top 1% of every occupation measured. 67.2% of what this job consists of, weighted by how important each task is to the role, is work current AI systems can produce with little standing in the way. Very few occupations score this high. The ones that do tend to share a trait: the output is a document, a calculation or a message, and nobody has to be in a particular room for it to count.
What holds the line here is context. Across this occupation's 23 tasks it averages 1.76 out of 3, the highest of the five friction dimensions. In plain terms, the work depends on knowledge the model cannot hold. Much of this job runs on things that were never written down: what this particular organisation does, what happened last week, what the person across the table actually meant. That context is the barrier, and it erodes as systems are given more access.
The most exposed thing this job does is Implement electronic document processing, retrieval, and distribution systems in collaboration..., at 93.3%. The least is Monitor regulatory activity to maintain compliance with records and document management laws, at 16.7%. A gap of 76.7% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within computer and mathematical occupations, this one is more exposed than most. The median across the 36 roles in the group is 56.7%, and only 3 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 23 tasks, 21 are currently banded exposed, 2 assisted and 0 untouched. For that distribution to shift materially would take systems being given deeper access to the organisation's own records and history, which is already happening. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
23 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists. | 93.3% | 6.7% | 0.0% | 4.22 | exposed |
| Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary. | 93.3% | 6.7% | 0.0% | 3.86 | exposed |
| Search electronic sources, such as databases or repositories, or manual sources for information. | 93.3% | 6.7% | 0.0% | 3.41 | exposed |
| Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata. | 86.7% | 13.3% | 0.0% | 4.21 | exposed |
| Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval. | 80.0% | 20.0% | 0.0% | 4.33 | exposed |
| Analyze, interpret, or disseminate system performance data. | 80.0% | 20.0% | 0.0% | 2.81 | exposed |
| Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content. | 73.3% | 26.7% | 0.0% | 4.68 | exposed |
| Develop, document, or maintain standards, best practices, or system usage procedures. | 73.3% | 26.7% | 0.0% | 4.17 | exposed |
| Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff. | 73.3% | 26.7% | 0.0% | 4.00 | exposed |
| Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures. | 73.3% | 26.7% | 0.0% | 3.76 | exposed |
| Consult with end users regarding problems in accessing electronic content. | 73.3% | 26.7% | 0.0% | 3.61 | exposed |
| Operate data capture technology to import digitized documents into document management system. | 73.3% | 26.7% | 0.0% | 3.53 | exposed |
| Implement scanning or other automated data entry procedures, using imaging devices and document imaging software. | 73.3% | 26.7% | 0.0% | 3.38 | exposed |
| Assist in the assessment, acquisition, or deployment of new electronic document management systems. | 70.0% | 30.0% | 0.0% | 4.16 | exposed |
| Prepare support documentation and training materials for end users of document management systems. | 66.7% | 33.3% | 0.0% | 3.44 | exposed |
| 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. | 65.0% | 10.0% | 25.0% | 3.85 | exposed |
| Document technical functions and specifications for new or proposed content management systems. | 60.0% | 40.0% | 0.0% | 3.67 | exposed |
| Conduct needs assessments to identify document management requirements of departments or end users. | 55.0% | 20.0% | 25.0% | 3.84 | exposed |
| Propose recommendations for improving content management system capabilities. | 50.0% | 25.0% | 25.0% | 3.58 | exposed |
| Write, review, or execute plans for testing new or established document management systems. | 45.0% | 30.0% | 25.0% | 4.00 | exposed |
| Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving. | 40.0% | 35.0% | 25.0% | 3.62 | exposed |
| Administer document and system access rights and revision control to ensure security of system and integrity of master documents. | 35.0% | 40.0% | 25.0% | 4.14 | assisted |
| Monitor regulatory activity to maintain compliance with records and document management laws. | 16.7% | 33.3% | 50.0% | 3.89 | assisted |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 3.65 | 0-4 |
| Embodiment | 0.17 | 0-3 |
| Presence | 0.13 | 0-3 |
| Accountability | 0.85 | 0-3 |
| Context | 1.76 | 0-3 |
| Verification cost | 1.28 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.