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Automation Risk Analysis

Will “Documentation Analyst” be Automated?

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AI Exposure Risk

58%

“Documentation Analyst” 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%

“Documentation Analyst” 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

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

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

  • Propose recommendations for improving content management system capabilities.

  • 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.

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

  • 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.

  • 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.

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

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

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

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

  • Analyze, interpret, or disseminate system performance data.

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

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

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

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

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

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

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

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

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

Technologies & Software

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