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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

  • 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.

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

  • 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.

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

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

  • 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.

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

  • Review research literature.

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

  • 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.

  • 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.

Technologies & Software

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