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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

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

  • 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.

  • Gather and organize information on problems or procedures.

  • 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.

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

  • 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.

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

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

Technologies & Software

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