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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

  • 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.

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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