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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.

  • Educate staff in the use of mathematical models.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Review research literature.

Technologies & Software

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