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Automation Risk Analysis

Will “Management Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Management Scientist” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Management Scientist” 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 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Management Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.

Avg. Annual Salary $114,710
Avg. Hourly Wage $55.15
Available Jobs (US) 893,900
Job Title & Hierarchy Code (SOC) Management Analysts #13-1111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Management Analysts”

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Core Skills & Abilities

  • Design, evaluate, recommend, and approve changes of forms and reports.

  • Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.

  • Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.

  • Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.

  • Recommend purchase of storage equipment and design area layout to locate equipment in space available.

  • Gather and organize information on problems or procedures.

  • Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

  • Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.

  • Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.

  • Analyze data gathered and develop solutions or alternative methods of proceeding.

  • Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.

Technologies & Software

  • Linux
  • PHP
  • Adobe InDesign
  • Epic Systems
  • Eclipse IDE
  • Delphi Technology
  • Dynamic hypertext markup language DHTML
  • IBM Rational RequisitePro
  • Microsoft OneNote
  • Ruby
  • JavaScript Object Notation JSON
  • Apache Struts
  • IBM Notes
  • JUnit
  • Customer information control system CICS
  • Perl
  • Apache Hive
  • Oracle Primavera Enterprise Project Portfolio Management
  • Airtable
  • FileMaker Pro
  • Gemini for Workspace
  • Extensible markup language XML
  • Microsoft Business Intelligence BI
  • SAS
  • Salesforce Visualforce
  • Oracle Database
  • Oracle PL/SQL
  • Apple macOS
  • Wireshark
  • Healthcare common procedure coding system HCPCS
  • Cisco Webex
  • Supervisory control and data acquisition SCADA software
  • ChatGPT (OpenAI)
  • KornShell
  • Sage 50 Accounting
  • Oracle PeopleSoft
  • Atlassian JIRA
  • Ruby on Rails
  • NoSQL
  • Web browser software
  • Apache Groovy
  • DataRobot
  • Microsoft SQL Server
  • Backbone.js
  • Ceridian Dayforce enterprise HCM
  • VMware
  • ADP Workforce Now
  • Adobe Dreamweaver
  • Drupal
  • Selenium
  • IBM Cognos ReportNet
  • The MathWorks MATLAB
  • Alteryx AI
  • Apache Pig
  • Dropbox
  • Grok (xAI)
  • Relational database management software
  • Atlassian Bamboo
  • Perplexity AI
  • Shell script
  • Microsoft ActiveX
  • Apache Solr
  • Microsoft Team Foundation Server
  • Red Hat WildFly
  • Hewlett Packard LoadRunner
  • Tableau
  • Microsoft ASP.NET Core MVC
  • Citrix cloud computing software
  • C
  • Go
  • Oracle Eloqua
  • Google Angular
  • LogMeIn GoToMeeting
  • Fund accounting software
  • PostgreSQL
  • Oracle E-Business Suite Financials
  • Alteryx software
  • GitHub
  • IBM WebSphere
  • Microsoft SQL Server Integration Services SSIS
  • Napkin AI
  • SAP Business Objects
  • Chef
  • Mentimeter
  • UNIX
  • Oracle Fusion Applications
  • Virtual private networking VPN software
  • Microsoft .NET Framework
  • Oracle JD Edwards EnterpriseOne
  • IBM Power Systems software
  • Eko
  • Gemini (Google)
  • Veritas NetBackup
  • Marketo Marketing Automation
  • Microsoft PowerPoint
  • Extensible hypertext markup language XHTML
  • Screencastify
  • Adobe ActionScript
  • Apache Cassandra
  • IBM Cognos Impromptu
  • Slido interaction software
  • Atlassian Confluence
  • Microsoft Dynamics
  • Medical procedure coding software
  • Blackboard software
  • Salesforce software
  • Microsoft SharePoint
  • C++
  • NortonLifeLock cybersecurity software
  • Bash
  • Amazon Redshift
  • Node.js
  • Scala
  • Git
  • Microsoft Dynamics GP
  • jQuery
  • Ext JS
  • Advanced business application programming ABAP
  • Skype
  • Microsoft Visual Basic Scripting Edition VBScript
  • Swift
  • Apache Tomcat
  • Oracle Business Intelligence Enterprise Edition
  • Nagios
  • Amazon Elastic Compute Cloud EC2
  • Hibernate ORM
  • Microsoft Power BI
  • MySQL
  • MicroStrategy
  • Google Analytics
  • Geographic information system GIS software
  • Google Meet
  • Oracle JDBC
  • Microsoft Visual Basic
  • Python
  • Teradata Database
  • Microsoft SQL Server Reporting Services SSRS
  • Enterprise JavaBeans
  • Microsoft ASP.NET
  • Structured query language SQL
  • Oracle Java
  • Puppet
  • SAP Crystal Reports
  • Medical condition coding software
  • Adobe Acrobat
  • Information Builders WebFOCUS
  • Nova (Amazon)
  • Microsoft Excel
  • Apache Spark
  • DeepSeek
  • IBM Domino
  • Microsoft Azure software
  • Microsoft Visual Studio
  • MEDITECH software
  • C#
  • Meta Business AI
  • Apache Ant
  • Apache Subversion SVN
  • Llama (Meta)
  • SmugMug Flickr
  • Oracle Agile Product Lifecycle Management PLM
  • Microsoft PowerShell
  • Oracle Hyperion
  • AJAX
  • Jupyter Notebook
  • McAfee
  • Ansible software
  • IBM SPSS Statistics
  • Database software
  • Qwen (Alibaba)
  • Microsoft Teams
  • Human resource management software HRMS
  • LinkedIn
  • Spring Framework
  • Oracle WebLogic Server
  • MongoDB
  • StataCorp Stata
  • Microsoft Exchange
  • Apache Kafka
  • Microsoft Project
  • MicroFocus GroupWise
  • IBM InfoSphere DataStage
  • Ubuntu
  • Oracle Business Intelligence Publisher
  • Common business oriented language COBOL
  • Splunk Enterprise
  • Microsoft Access
  • Oracle JavaServer Pages JSP
  • Microsoft Visual Basic for Applications VBA
  • Claude (Anthropic)
  • LexisNexis
  • SAP software
  • Kimi (Moonshot AI)
  • Job control language JCL
  • JavaScript
  • Integrated development environment IDE software
  • Mistral (Mistral AI)
  • Oracle PeopleSoft Financials
  • ESRI ArcGIS software
  • Blackbaud The Raiser's Edge
  • Apache HTTP Server
  • Tax software
  • Hewlett Packard HP-UX
  • Microsoft Publisher
  • Minitab
  • NetSuite ERP
  • Microsoft Outlook
  • Microsoft Copilot
  • Quest Erwin Data Modeler
  • Qlik Tech QlikView
  • Microsoft Office software
  • Apache Maven
  • Google Drive
  • Tableau AI
  • Perforce Helix software
  • R
  • Microsoft Windows
  • Amazon Web Services AWS software
  • Microsoft Word
  • Google Slides
  • Apache Hadoop
  • Red Hat Enterprise Linux
  • Transact-SQL
  • Elasticsearch
  • Microsoft Visio
  • Oracle Taleo
  • Hypertext markup language HTML
  • Oracle Solaris
  • Unified modeling language UML
  • Trimble SketchUp Pro
  • Microsoft Active Server Pages ASP
  • 3M Post-it App
  • Google Docs
  • Cascading style sheets CSS
  • Planful AI
  • Universal serial bus USB flash drives
  • Personal computers
  • Liquid crystal display LCD video projectors
  • Laptop computers
  • Desktop computers