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Automation Risk Analysis

Will “Office System Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Office System 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%

“Office System 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

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

  • 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.

  • Review research literature.

  • 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.

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

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

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

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

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

Technologies & Software

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