🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Business Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

61%

“Business 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 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

  • 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.

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

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

  • 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.

  • Educate staff in the use of mathematical models.

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

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

  • Review research literature.

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

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

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

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

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

Technologies & Software

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