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Automation Risk Analysis

Will “Scrum Master” be Automated?

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AI Exposure Risk

59%

“Scrum Master” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Scrum Master” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Information Technology Project Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, initiate, and manage information technology (IT) projects. Lead and guide the work of technical staff. Serve as liaison between business and technical aspects of projects. Plan project stages and assess business implications for each stage. Monitor progress to assure deadlines, standards, and cost targets are met.

Job Title & Hierarchy Code (SOC) Information Technology Project Managers #15-1299.09
ℹ️

Data is based on the reference occupation: “Information Technology Project Managers”

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Core Skills & Abilities

  • Identify need for initial or supplemental project resources.

  • Develop and manage annual budgets for information technology projects.

  • Monitor or track project milestones and deliverables.

  • Confer with project personnel to identify and resolve problems.

  • Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI).

  • Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.

  • Schedule and facilitate meetings related to information technology projects.

  • Coordinate recruitment or selection of project personnel.

  • Initiate, review, or approve modifications to project plans.

  • Negotiate with project stakeholders or suppliers to obtain resources or materials.

  • Develop and manage work breakdown structure (WBS) of information technology projects.

  • Perform risk assessments to develop response strategies.

  • Prepare project status reports by collecting, analyzing, and summarizing information and trends.

  • Establish and execute a project communication plan.

  • Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.

  • Submit project deliverables, ensuring adherence to quality standards.

  • Direct or coordinate activities of project personnel.

  • Manage project execution to ensure adherence to budget, schedule, and scope.

  • Monitor the performance of project team members, providing and documenting performance feedback.

  • Assign duties, responsibilities, and spans of authority to project personnel.

  • Identify, review, or select vendors or consultants to meet project needs.

Technologies & Software

  • Tabnine
  • Assembla
  • TeamDynamixHE
  • Apache Ant
  • Amazon Redshift
  • WBS Goplan
  • Endeavour Agile ALM
  • LogMeIn GoToMeeting
  • The Omni Group OmniPlan
  • Bash
  • Tableau
  • Microsoft SQL Server Reporting Services SSRS
  • Django
  • Dynamic hypertext markup language DHTML
  • Gemini Code Assist
  • Project portfolio management PPM software
  • i-lign
  • Oracle Eloqua
  • HyperOffice Collaboration Suite
  • Nagios
  • Intland Software codeBeamer
  • Adobe Creative Cloud software
  • Adobe Illustrator
  • Llama (Meta)
  • DeepSeek
  • Red Hat WildFly
  • Apache Pig
  • Actano Rplan
  • Google Antigravity
  • OpenMake Software Mojo
  • Amazon Kinesis
  • VMware
  • IBM Cognos Impromptu
  • Lovable.dev
  • Apache Kafka
  • Project.net
  • Edulastic
  • Ruby on Rails
  • Perplexity AI
  • ESRI ArcGIS software
  • Salesforce software
  • Oracle Fusion Middleware
  • QSM SLIM Suite
  • Skype
  • Veritas NetBackup
  • PHP
  • JamBoard
  • O3spaces Workplace
  • Cisco Webex
  • Amazon Elastic Compute Cloud EC2
  • Splunk Enterprise
  • Trimble SketchUp Pro
  • Airtable
  • Disarea 5pm
  • Project Manager Online ProjectManager.com
  • dotProject
  • Hewlett Packard LoadRunner
  • Grok (xAI)
  • Oracle Solaris
  • MinuteMan Systems MinuteMan Project Management Software
  • Microsoft Visual Studio
  • MicroStrategy
  • Oracle Fusion Applications
  • Perforce Helix software
  • 24SevenOffice Project
  • Hibernate ORM
  • Microsoft SQL Server Integration Services SSIS
  • Logic Software Easy Projects.NET
  • Adobe Photoshop
  • OpenMake Software Meister
  • Microsoft PowerPoint
  • Extensible hypertext markup language XHTML
  • Common business oriented language COBOL
  • Google Analytics
  • Standpipe Studios Vertabase
  • Adobe Acrobat
  • Supervisory control and data acquisition SCADA software
  • SharedPlan Software SharedPlan Pro
  • MindGenius
  • Apache Gump
  • Basecamp
  • Objective Decision Contactizer Pro
  • MongoDB
  • Shell script
  • Ruby
  • Microsoft Windows
  • Qlik Tech QlikView
  • JavaScript
  • Google Angular
  • Integrated development environment IDE software
  • SAP ERP
  • The MathWorks MATLAB
  • LAMP Stack
  • TaskJuggler
  • NetSuite ERP
  • Central Desktop
  • Canonical Launchpad
  • Zoho Projects
  • Feng Office Collaboration Platform
  • Healthcare common procedure coding system HCPCS
  • MPI Micro Planner X-Pert
  • Microsoft Access
  • Geographic information system GIS software
  • Autodesk AutoCAD
  • Apache Struts
  • Apache Hive
  • Vitria M3O Operational Intelligence
  • FinalBuilder
  • Devin (Cognition AI)
  • InLoox
  • Nova (Amazon)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Wrike
  • Oracle Database
  • Voice over internet protocol VoIP system software
  • Selenium
  • Microsoft Team Foundation Server
  • Cursor AI
  • Epic Systems
  • IBM Domino
  • Apple macOS
  • Microsoft Excel
  • Oracle PL/SQL
  • Planview Process Builder
  • Apache Continuum
  • Countersoft Gemini
  • Planbox
  • Apache Subversion SVN
  • Apache Groovy
  • LexisNexis
  • Elasticsearch
  • Google Ads
  • Google Drive
  • Qwen (Alibaba)
  • web2project
  • Issue tracking system software
  • Git
  • Cisco IOS
  • Code hosting software
  • IBM InfoSphere DataStage
  • Open Dynamics Collabtive
  • Sciforma
  • AJAX
  • Apache HTTP Server
  • Mistral AI (chat/models)
  • Google Docs
  • AtTask
  • KommandCore
  • Quest Erwin Data Modeler
  • Jupyter Notebook
  • v0 by Vercel
  • Node.js
  • Microsoft Outlook
  • pm ase QuickBuild
  • Xplanner
  • Document management system software
  • MatchWare MindView
  • jQuery
  • Planisware
  • Microsoft SQL Server
  • Apache Maven
  • Google Meet
  • JUnit
  • Digital Crew Teamwork Project Manager
  • Citrix cloud computing software
  • Siemens Teamcenter
  • ChatGPT (OpenAI)
  • Clarity Systems IBM Clarity
  • Scheduling software
  • Adobe Dreamweaver
  • Go
  • Microsoft ASP.NET
  • Microsoft Active Server Pages ASP
  • GitHub Copilot
  • Microsoft ASP.NET Core MVC
  • Microsoft Teams
  • Tigris Cabie
  • GanttProject
  • Tax software
  • NortonLifeLock cybersecurity software
  • JetBrains Team City
  • ProjectLibre
  • Intellisys Project Desktop
  • Apache Hadoop
  • Extensible markup language XML
  • Element Software Copper
  • Enterprise JavaBeans
  • IBM Rational Build Forge
  • Oracle Java
  • SAS
  • OfficeWork Software TurboProject
  • Hewlett Packard HP Project Portfolio Management Solution
  • SAP Business Objects
  • Advanced business application programming ABAP
  • Oracle Hyperion
  • Microsoft Word
  • AnthillPro
  • Perl
  • Dassault Systemes CATIA
  • Blackbaud The Raiser's Edge
  • Projecturf
  • JavaScript Object Notation JSON
  • Project-Open
  • Amazon DynamoDB
  • IBM DB2
  • Red Hat Enterprise Linux
  • Microsoft Azure software
  • Puppet
  • AEC Software FastTrack Schedule
  • Screencast-O-Matic
  • AMS REALTIME Projects
  • Apache Tomcat
  • IBM Power Systems software
  • Amazon Web Services AWS software
  • Atlassian JIRA
  • Resource management software
  • Version control software
  • Oracle JD Edwards EnterpriseOne
  • Minitab
  • Oracle JDBC
  • Amazon CodeWhisperer
  • Python
  • 3M Post-it App
  • Transact-SQL
  • Microsoft Visual Basic for Applications VBA
  • Chef
  • Oracle PeopleSoft Financials
  • R
  • Eclipse IDE
  • Apache Spark
  • Salesforce Visualforce
  • Atlassian Confluence
  • StataCorp Stata
  • C
  • Linux
  • Unified modeling language UML
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • KOffice.org Kplato
  • IBM WebSphere MQ
  • ThoughtWorks Studio Mingle
  • Oracle WebLogic Server
  • Ascensio Systems TeamLab
  • IBM WebSphere
  • Ansible software
  • KornShell
  • ElectricCloud ElectricCommander
  • CA Technologies CA Clarity PPM for IT Governance
  • Bolt.new
  • Objective C
  • Marketo Marketing Automation
  • Teradata Database
  • Forum One Communications ProjectSpaces
  • Drupal
  • Atlassian Bamboo
  • UNIX
  • Oracle Taleo
  • Experience in Software Project KickStart
  • Edgewell Trac
  • Kidasa Milestones Professional
  • IBM SPSS Statistics
  • Adobe InDesign
  • Microsoft Exchange
  • Microsoft PowerShell
  • Microsoft OneNote
  • SAP Crystal Reports
  • Spring Framework
  • Virtual private networking VPN software
  • Microsoft Visual Basic
  • Microsoft Project
  • Ninian Huddle
  • GitHub
  • Stylite eGroupWare
  • Clarizen
  • Microsoft Dynamics GP
  • UNIX Shell
  • C#
  • Swift
  • Ubuntu
  • Spring Boot
  • Relational database management software
  • Microsoft Visio
  • Apache Solr
  • Unawave
  • Microsoft Office software
  • LuntBuild
  • CruiseControl
  • Wireshark
  • Collaborative application lifecycle management ALM software
  • NovaMind Merlin Project Manager
  • ServiceNow
  • VSCOnline VPMi
  • Facebook
  • IBM Notes
  • Oracle E-Business Suite Financials
  • Mind mapping software
  • Customer information control system CICS
  • Red Hat OpenShift
  • CS Odessa ConceptDraw Project
  • Delphi Technology
  • Microsoft Dynamics
  • Codeium
  • Mistral (Mistral AI)
  • Kforge
  • Oracle Business Intelligence Enterprise Edition
  • SmartBear Software Automated Build Studio
  • Redmine
  • PostgreSQL
  • Glasscubes
  • SAP software
  • Blackboard software
  • Fog Creek Software FogBugz
  • React
  • Palbridge Ubidesk
  • Oracle JavaServer Pages JSP
  • Microsoft .NET Framework
  • Hewlett Packard HP-UX
  • Madrigal Soft Tools Delegator
  • MySQL
  • Smartsheet
  • Slack
  • easyCIS
  • Microsoft SharePoint
  • Tenrox Project Workforce Management
  • Apache Cassandra
  • Docker
  • Adobe ActionScript
  • NoSQL
  • Apple Final Cut Pro
  • McAfee
  • Oracle PeopleSoft
  • FileMaker Pro
  • C++
  • Ext JS
  • LiquidPlanner
  • Cascading style sheets CSS
  • Job control language JCL
  • Autodesk Revit
  • Hypertext markup language HTML
  • Structured query language SQL
  • Daptiv PPM
  • Microsoft ActiveX
  • Human resource management software HRMS
  • Continuous integration software
  • Microsoft Publisher
  • Microsoft Windows Server
  • MantisBT
  • Scala
  • IBM Software Configuration and Library Manager SCLM
  • Gemini (Google)
  • BrightWork pmPoint
  • Backbone.js
  • QuickBase business management software
  • Automation Centre TrackerSuite.Net
  • Claude (Anthropic)
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Primavera P6 Professional Project Management
  • Kimi (Moonshot AI)
  • Laptop computers
  • Personal computers
  • Universal serial bus USB flash drives
  • Desktop computers
  • Web servers
  • Multi-line telephone systems
  • Application servers
  • Laser printers
  • Tablet computers
  • Smartphones