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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

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

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

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

  • 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.

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

  • 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.

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

  • Review research literature.

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

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

  • 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.

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

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

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

Technologies & Software

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