🤖 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

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

  • 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.

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

  • Educate staff in the use of mathematical models.

  • 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.

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

  • 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.

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

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

  • Review research literature.

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

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

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

Technologies & Software

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