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Automation Risk Analysis

Will “Business Process 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 Process 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 Process 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

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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

  • Review research literature.

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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