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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

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

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

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

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

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

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

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

  • Gather and organize information on problems or procedures.

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

  • 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.

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  • Web browser software
  • R
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  • MicroStrategy
  • Selenium
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  • Apache Kafka
  • Adobe InDesign
  • Oracle JD Edwards EnterpriseOne
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  • Apache Cassandra
  • Elasticsearch
  • Google Analytics
  • Ruby
  • Transact-SQL
  • IBM SPSS Statistics
  • Oracle Java
  • Grok (xAI)
  • Common business oriented language COBOL
  • Bash
  • NoSQL
  • Alteryx AI
  • Salesforce software
  • Hewlett Packard LoadRunner
  • Microsoft .NET Framework
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle E-Business Suite Financials
  • Apache Pig
  • Microsoft Word
  • Supervisory control and data acquisition SCADA software
  • Red Hat Enterprise Linux
  • Oracle PL/SQL
  • Claude (Anthropic)
  • Planful AI
  • The MathWorks MATLAB
  • Wireshark
  • Oracle Taleo
  • Perl
  • Scala
  • Google Drive
  • IBM Notes
  • Apache Hive
  • 3M Post-it App
  • Microsoft ActiveX
  • Swift
  • Eko
  • Airtable
  • Google Slides
  • MySQL
  • Apache Hadoop
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  • Microsoft Visio
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  • Adobe Dreamweaver
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  • Ruby on Rails
  • Information Builders WebFOCUS
  • C
  • Microsoft Exchange
  • Python
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  • Quest Erwin Data Modeler
  • Oracle PeopleSoft
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  • Go
  • Oracle JDBC
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  • Hibernate ORM
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  • jQuery
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  • SmugMug Flickr
  • Microsoft ASP.NET Core MVC
  • Microsoft OneNote
  • Integrated development environment IDE software
  • Structured query language SQL
  • Kimi (Moonshot AI)
  • Apache Maven
  • IBM Rational RequisitePro
  • Linux
  • AJAX
  • Extensible hypertext markup language XHTML
  • Mistral (Mistral AI)
  • Oracle Database
  • Hewlett Packard HP-UX
  • Hypertext markup language HTML
  • Oracle Business Intelligence Enterprise Edition
  • Oracle WebLogic Server
  • SAP Crystal Reports
  • KornShell
  • Advanced business application programming ABAP
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  • Blackbaud The Raiser's Edge
  • ADP Workforce Now
  • Git
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  • Job control language JCL
  • Mentimeter
  • Ubuntu
  • Trimble SketchUp Pro
  • Backbone.js
  • Ceridian Dayforce enterprise HCM
  • Extensible markup language XML
  • Amazon Redshift
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • JavaScript
  • Enterprise JavaBeans
  • SAS
  • Adobe Acrobat
  • Tableau AI
  • Apache Tomcat
  • Atlassian Bamboo
  • JUnit
  • Apache Ant
  • Microsoft ASP.NET
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  • VMware
  • Apple macOS
  • Adobe ActionScript
  • IBM Power Systems software
  • IBM WebSphere
  • Oracle Fusion Applications
  • Geographic information system GIS software
  • Microsoft Excel
  • Human resource management software HRMS
  • Microsoft Team Foundation Server
  • Nova (Amazon)
  • Cascading style sheets CSS
  • IBM Cognos ReportNet
  • Teradata Database
  • Microsoft Copilot
  • Tableau
  • Alteryx software
  • Microsoft Visual Studio
  • Microsoft Office software
  • Microsoft PowerShell
  • Microsoft Power BI
  • Healthcare common procedure coding system HCPCS
  • Apache Spark
  • NortonLifeLock cybersecurity software
  • IBM Domino
  • DeepSeek
  • Database software
  • Microsoft Publisher
  • Spring Framework
  • Oracle Eloqua
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  • UNIX
  • McAfee
  • MongoDB
  • Slido interaction software
  • Apache Solr
  • Shell script
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  • Chef
  • IBM Cognos Impromptu
  • Screencastify
  • Ext JS
  • Delphi Technology
  • Microsoft PowerPoint
  • Microsoft Visual Basic for Applications VBA
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  • Sage 50 Accounting
  • Unified modeling language UML
  • Amazon Elastic Compute Cloud EC2
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  • Medical condition coding software
  • Apache Subversion SVN
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  • DataRobot
  • Apache Groovy
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  • Customer information control system CICS
  • Medical procedure coding software
  • Jupyter Notebook
  • Microsoft Azure software
  • Salesforce Visualforce
  • Microsoft SQL Server Integration Services SSIS
  • Google Docs
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  • Oracle Agile Product Lifecycle Management PLM
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  • Amazon Web Services AWS software
  • Gemini (Google)
  • Blackboard software
  • Dropbox
  • Skype
  • SAP Business Objects
  • Relational database management software
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  • Liquid crystal display LCD video projectors
  • Laptop computers
  • Universal serial bus USB flash drives
  • Personal computers