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Automation Risk Analysis

Will “Business Operations Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“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 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“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 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Operations Research Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.

Avg. Annual Salary $99,120
Avg. Hourly Wage $47.66
Available Jobs (US) 107,760
Job Title & Hierarchy Code (SOC) Operations Research Analysts #15-2031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Operations Research Analysts”

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Core Skills & Abilities

  • Review research literature.

  • Educate staff in the use of mathematical models.

  • Develop and apply time and cost networks to plan, control, and review large projects.

  • Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.

  • Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.

  • Define data requirements, and gather and validate information, applying judgment and statistical tests.

  • Prepare management reports defining and evaluating problems and recommending solutions.

  • Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.

  • Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.

  • Present the results of mathematical modeling and data analysis to management or other end users.

  • Specify manipulative or computational methods to be applied to models.

  • Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.

  • Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.

  • Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.

  • Analyze information obtained from management to conceptualize and define operational problems.

  • Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.

  • Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.

Technologies & Software

  • Stanford Business Software SNOPT
  • Mistral AI (chat/models)
  • Shell script
  • IBM Notes
  • ILOG OPL-CPLEX Development System
  • iGrafx
  • Microsoft Visual Basic
  • Oracle Taleo
  • Mixed integer optimizer MINTO
  • National Instruments LabVIEW
  • Perplexity AI
  • Microsoft SharePoint
  • Microsoft Power BI
  • Cursor AI
  • Mistral (Mistral AI)
  • Cisco IOS
  • A mathematical programming language AMPL
  • Fund accounting software
  • Microsoft Office software
  • Structured query language SQL
  • Lovable.dev
  • Citrix cloud computing software
  • Google Antigravity
  • Sun Microsystems Java
  • Google Docs
  • ESRI ArcExplorer
  • Swift
  • Veritas NetBackup
  • Splunk Enterprise
  • Database software
  • Rockwell Automation Arena
  • Wireshark
  • Gemini Code Assist
  • Strategic Reporting Systems ReportSmith
  • Llama (Meta)
  • Microsoft Visio
  • Hewlett Packard HP-UX
  • Business Forecast Systems Forecast Pro
  • Imagine That Extend OR
  • Bash
  • UNIX Shell
  • Microsoft PowerPoint
  • Oracle Eloqua
  • MySQL
  • IBM Domino
  • Microsoft Dynamics
  • Amazon Redshift
  • Human resource management software HRMS
  • Microsoft Excel
  • Nova (Amazon)
  • Linux
  • Jupyter Notebook
  • SAP Crystal Reports
  • MathWorks Simulink
  • Salesforce software
  • Teradata Database
  • Oracle JD Edwards EnterpriseOne
  • GitHub Copilot
  • FileMaker Pro
  • v0 by Vercel
  • Grok (xAI)
  • Apple macOS
  • SAP Business Objects
  • Tableau
  • C++
  • C
  • Mesquite Software CSIM
  • Tabnine
  • IBM Power Systems software
  • Microsoft SQL Server
  • Qlik Tech QlikView
  • Google Drive
  • Google Slides
  • General algebraic modeling system GAMS
  • LINDO Systems LINGO
  • Dassault Systemes CATIA
  • Apache Pig
  • MicroStrategy
  • SAP PowerBuilder
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Exchange
  • Eko
  • Blackbaud The Raiser's Edge
  • Claritas PRIZM NE
  • StataCorp Stata
  • Kimi (Moonshot AI)
  • R
  • Devin (Cognition AI)
  • IBM Cognos Impromptu
  • McAfee
  • Amazon CodeWhisperer
  • Perl
  • Codeium
  • Microsoft Outlook
  • Python
  • Oracle E-Business Suite Financials
  • Bolt.new
  • ESRI ArcGIS software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Mathsoft Mathcad
  • Data entry software
  • DeepSeek
  • SAP software
  • Geographic information system GIS software
  • Job control language JCL
  • Stanford Business Software MINOS
  • Microsoft SQL Server Reporting Services SSRS
  • Telelogic System Architect
  • Oracle Solaris
  • ProModel
  • IBM SPSS Statistics
  • Microsoft MapPoint
  • ChatGPT (OpenAI)
  • Scala
  • Wolfram Research Mathematica
  • Qwen (Alibaba)
  • Marketo Marketing Automation
  • Extensible markup language XML
  • The MathWorks MATLAB
  • Microsoft Word
  • Hyperion Solutions Hyperion Intelligence
  • NetSuite ERP
  • GitHub
  • Insightful S-PLUS
  • Microsoft Access
  • SAS
  • Microsoft Visual Basic for Applications VBA
  • Oracle Hyperion
  • Oracle PeopleSoft
  • UNIX
  • Minitab
  • Claude (Anthropic)
  • LexisNexis
  • Microsoft Project
  • Apache Hadoop
  • Gemini (Google)
  • Apache Hive
  • Mainframe computers
  • Laptop computers
  • Personal computers
  • Desktop computers