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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.

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

  • 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.

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

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

  • Gather and organize information on problems or procedures.

  • 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.

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

Technologies & Software

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