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Automation Risk Analysis

Will “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%

“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%

“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

  • 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.

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

  • 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.

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

  • Gather and organize information on problems or procedures.

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

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

Technologies & Software

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