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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

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

  • Propose recommendations for improving content management system capabilities.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Analyze, interpret, or disseminate system performance data.

Technologies & Software

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