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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

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

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

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

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

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

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

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

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

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

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

  • Review research literature.

  • Educate staff in the use of mathematical models.

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

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

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

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

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

Technologies & Software

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