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Automation Risk Analysis

Will “Technical Documentation Specialist” be Automated?

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AI Exposure Risk

58%

“Technical Documentation Specialist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Technical Documentation Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Document Management Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Job Title & Hierarchy Code (SOC) Document Management Specialists #15-1299.03
ℹ️

Data is based on the reference occupation: “Document Management Specialists”

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Core Skills & Abilities

  • Operate data capture technology to import digitized documents into document management system.

  • 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.

  • Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.

  • Propose recommendations for improving content management system capabilities.

  • Assist in the assessment, acquisition, or deployment of new electronic document management systems.

  • Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content.

  • Monitor regulatory activity to maintain compliance with records and document management laws.

  • Write, review, or execute plans for testing new or established document management systems.

  • Document technical functions and specifications for new or proposed content management systems.

  • Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.

  • Search electronic sources, such as databases or repositories, or manual sources for information.

  • Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.

  • Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.

  • Administer document and system access rights and revision control to ensure security of system and integrity of master documents.

  • Analyze, interpret, or disseminate system performance data.

  • Conduct needs assessments to identify document management requirements of departments or end users.

  • Develop, document, or maintain standards, best practices, or system usage procedures.

  • Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving.

  • Consult with end users regarding problems in accessing electronic content.

  • Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.

  • Prepare support documentation and training materials for end users of document management systems.

  • Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.

  • Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.

Technologies & Software

  • Kimi (Moonshot AI)
  • ChatGPT (OpenAI)
  • Nova (Amazon)
  • WeVideo
  • FileVision
  • Advanced Processing and Imaging OptiView ECM
  • Document indexing software
  • Apache Tomcat
  • Microsoft Project
  • Version control software
  • Qwen (Alibaba)
  • Document management system software
  • DocuSign eSignature
  • Central Desktop
  • Microsoft SQL Server
  • Optical character recognition OCR software
  • Google Analytics
  • EMC Captiva
  • Microsoft SharePoint
  • CAPSYS Capture
  • Xythos Enterprise Document Management Suite
  • IBM DB2
  • Day Software CQ5 Web Content Management
  • Perceptive Software ImageNow
  • Microsoft Dynamics
  • Thomson Reuters FileCabinet CS
  • Apple Final Cut Pro
  • Business process management BPM software
  • OpenDocMan
  • v0 by Vercel
  • Saperion ECM
  • Oracle SQL Developer
  • PTC Creo Parametric
  • Perl
  • Apache Groovy
  • SAP Business Objects
  • Lovable.dev
  • Personable Workflow DMS
  • Microsoft Office software
  • Codeium
  • Microsoft Outlook
  • Open Text Web Solutions
  • Llama (Meta)
  • Cabinet NG CNG-SAFE
  • Hyland Software OnBase
  • Bolt.new
  • FileHold Systems FileHold
  • Google Sites
  • Treeno Software Treeno Content Server
  • Grok (xAI)
  • Microsoft .NET Framework
  • Linux
  • EMC Documentum
  • FileMaker Pro
  • Conarc iChannel
  • Google Antigravity
  • Unified modeling language UML
  • Pegasystems SmartBPM
  • Autonomy iManage WorkSite
  • Hypertext markup language HTML
  • Gemini (Google)
  • DeepSeek
  • Extensible markup language XML
  • EMC Document Sciences xPression
  • Records management software
  • Gemini Code Assist
  • Microsoft Windows
  • Laserfiche Rio
  • UNIX
  • IBM BPM Blueprint
  • Skype
  • Amazon CodeWhisperer
  • Alfresco Software Alfresco
  • Adobe Acrobat
  • Ever Team EverSuite Content Management
  • Microsoft Office Document Imaging
  • Vertafore ImageRight
  • IBM WebSphere MQ
  • Microsoft Excel
  • Microsoft Access
  • DB Tech RAS
  • Perplexity AI
  • Oracle WebLogic Server
  • Systemware
  • Objectif Lune PlanetPress Suite
  • Fabasoft Folio
  • Cursor AI
  • Ademero Content Central
  • File system software
  • Computhink ViewWise
  • Oracle PeopleSoft Financials
  • Tabnine
  • Xerox DocuShare
  • Adobe Dreamweaver
  • Teradata Database
  • Oracle Universal Content Management
  • Adobe InDesign
  • IBM FileNet Content Manager
  • File compression software
  • Thomson Reuters GoFileRoom
  • Claude (Anthropic)
  • SAP DMS
  • IBM MVS
  • Adobe Photoshop
  • Autodesk AutoCAD
  • Newgen Software Technologies OmniDocs
  • IBM Notes
  • Westbrook Fortis
  • SAP PowerBuilder
  • SAP BusinessObjects Data Integrator
  • Mistral (Mistral AI)
  • Devin (Cognition AI)
  • Google Meet
  • Dassault Systemes SolidWorks
  • Hewlett Packard Exstream Dialogue
  • Google Ads
  • Doc.It DM
  • Microsoft Visual Basic
  • SAP ERP Financials
  • Document imaging software
  • Mistral AI (chat/models)
  • Microsoft Visio
  • Objective Electronic Document Management
  • Oracle Java
  • Microsoft Word
  • Enterprise report management ERM software
  • Microsoft PowerPoint
  • GitHub Copilot
  • Office Gemini Diamond Vision
  • Content servers
  • Scanners
  • Cloud computing servers
  • Tape libraries
  • Magneto optical drives
  • Computer hard disk drives