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Automation Risk Analysis

Will “Quality Documentation Specialist” be Automated?

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AI Exposure Risk

58%

“Quality 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%

“Quality 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

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

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

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

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

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

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

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

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

  • Analyze, interpret, or disseminate system performance data.

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

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

  • 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 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.

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

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

  • Propose recommendations for improving content management system capabilities.

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

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

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

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

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

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

Technologies & Software

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