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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

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

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

  • 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.

  • 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.

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

  • Gather and organize information on problems or procedures.

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

  • 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.

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  • Hibernate ORM
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  • Integrated development environment IDE software
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  • Perl
  • FileMaker Pro
  • Ubuntu
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  • Red Hat Enterprise Linux
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  • NoSQL
  • Database software
  • Tableau
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  • Sage 50 Accounting
  • Microsoft Office software
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  • Apache Pig
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  • Apple macOS
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  • Microsoft SQL Server Integration Services SSIS
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  • Google Slides
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  • Linux
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  • Shell script
  • Job control language JCL
  • Alteryx software
  • Apache Ant
  • UNIX
  • Microsoft Visual Basic for Applications VBA
  • Microsoft ASP.NET Core MVC
  • Relational database management software
  • Microsoft PowerShell
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  • Microsoft .NET Framework
  • Apache Hive
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  • StataCorp Stata
  • Information Builders WebFOCUS
  • Red Hat WildFly
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  • MEDITECH software
  • Eclipse IDE
  • Atlassian Confluence
  • Screencastify
  • Microsoft Visual Basic
  • Oracle Eloqua
  • C++
  • IBM WebSphere
  • Selenium
  • Puppet
  • Chef
  • Unified modeling language UML
  • Apache Struts
  • Microsoft Copilot
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Google Meet
  • Microsoft Visual Studio
  • Splunk Enterprise
  • Adobe Dreamweaver
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  • Transact-SQL
  • Blackboard software
  • Hewlett Packard LoadRunner
  • Gemini for Workspace
  • Apache HTTP Server
  • C
  • JavaScript Object Notation JSON
  • GitHub
  • DeepSeek
  • IBM SPSS Statistics
  • Microsoft Windows
  • Ansible software
  • SAS
  • Apache Kafka
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  • Dropbox
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  • Apache Solr
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  • Cascading style sheets CSS
  • Salesforce Visualforce
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  • Minitab
  • Medical condition coding software
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  • Extensible markup language XML
  • Microsoft Access
  • SmugMug Flickr
  • Google Drive
  • Go
  • The MathWorks MATLAB
  • Amazon Redshift
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  • Microsoft Power BI
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  • Claude (Anthropic)
  • jQuery
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