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Automation Risk Analysis

Will “Business 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%

“Business 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%

“Business 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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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