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Automation Risk Analysis

Will “Management Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Management Analyst” 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 Analyst” 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

  • Gather and organize information on problems or procedures.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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