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Automation Risk Analysis

Will “Business Operations 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 Operations 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 Operations 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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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