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Automation Risk Analysis

Will “Knowledge Management Specialist” be Automated?

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AI Exposure Risk

58%

“Knowledge Management 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%

“Knowledge Management 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

  • Analyze, interpret, or disseminate system performance data.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Propose recommendations for improving content management system capabilities.

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

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

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

Technologies & Software

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