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Automation Risk Analysis

Will “File System Installer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“File System Installer” 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%

“File System Installer” 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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

  • Educate staff in the use of mathematical models.

  • Review research literature.

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

Technologies & Software

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