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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

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

  • 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.

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

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

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

  • 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.

  • Educate staff in the use of mathematical models.

  • Review research literature.

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

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

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

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

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

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

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

Technologies & Software

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