🤖 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

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

  • Review research literature.

  • 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.

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

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

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

  • Educate staff in the use of mathematical models.

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

  • 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.

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

  • 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 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.

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

Technologies & Software

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