🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Procedure Writer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

61%

“Procedure Writer” 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%

“Procedure Writer” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

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

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

  • Review research literature.

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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