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Automation Risk Analysis

Will “Proctor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #215 of 702. Estimated risk: 23.0%

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AI Exposure Risk

58%

“Proctor” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

24%

“Proctor” 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 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Survey Researchers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, develop, or conduct surveys. May analyze and interpret the meaning of survey data, determine survey objectives, or suggest or test question wording. Includes social scientists who primarily design questionnaires or supervise survey teams.

Avg. Annual Salary $73,470
Avg. Hourly Wage $35.32
Available Jobs (US) 7,720
Job Title & Hierarchy Code (SOC) Survey Researchers #19-3022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Survey Researchers”

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Core Skills & Abilities

  • Write training manuals to be used by survey interviewers.

  • Hire and train recruiters and data collectors.

  • Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.

  • Write proposals to win new projects.

  • Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.

  • Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.

  • Collaborate with other researchers in the planning, implementation, and evaluation of surveys.

  • Analyze data from surveys, old records, or case studies, using statistical software.

  • Consult with clients to identify survey needs and specific requirements, such as special samples.

  • Support, plan, and coordinate operations for single or multiple surveys.

  • Review, classify, and record survey data in preparation for computer analysis.

  • Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.

  • Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.

  • Conduct research to gather information about survey topics.

  • Direct updates and changes in survey implementation and methods.

  • Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.

Technologies & Software

  • Research Spectrum Survent CATI
  • KMR software
  • Claude (Anthropic)
  • SDA Survey
  • Dataxiom StatMost
  • Gemini for Workspace
  • STATISTICA
  • Spreadsheet software
  • Askia Design
  • Microsoft Teams
  • Statgraphics
  • StarData
  • Web browser software
  • Oracle PeopleSoft
  • ChatGPT (OpenAI)
  • QPSMR Limited CATI
  • JavaScript
  • Microsoft PowerPoint
  • Oracle Java
  • Memphis Survey Explorer
  • Gamma Associates mTab
  • Snap Survey Software
  • Python
  • TURBO Spring-Stat
  • Nova (Amazon)
  • QPSMR Limited Insight
  • Scite AI
  • Extensible markup language XML
  • Llama (Meta)
  • Random forest software
  • Pulse Train Bellview Web
  • DATAN Merlin Fastab
  • Pulse Train Pulser Web
  • The MathWorks MATLAB
  • C++
  • Gravic Principia Remark
  • Database software
  • NotebookLM (Google)
  • Argus Perceptual Mapper
  • Microsoft Excel
  • Askia Web
  • Statistical Solutions SOLAS
  • Future Information Research Management Confirmit
  • Computer assisted telephone interviewing CATI software
  • Harmoni ESPRI
  • StataCorp Stata
  • Perseus SurveySolutions
  • Askia Vista
  • Graphics software
  • Dataxiom Xpro
  • DeepSeek
  • Qwen (Alibaba)
  • Salford Systems CART
  • NCSS
  • Viking data editor
  • Adobe ColdFusion
  • REDCap Research Electronic Data Capture
  • COMCON DataFriend
  • Microsoft Project
  • Salford Systems TreeNet
  • Postal boundary mapping software
  • Consensus
  • Elicit
  • IBM SPSS Statistics
  • Askiavoice
  • Question interchange profile QUIP software
  • Microsoft Word
  • Pulse Train Bellview CAPTI
  • P-STAT
  • EZ Forms
  • Scantron Technologies eListen
  • Kimi (Moonshot AI)
  • Askiaanalyse
  • Voxco StatXP
  • Interviewer software
  • Pulsar software
  • Semantic Scholar AI
  • Creative Research Survey System
  • Merlinco MERLIN
  • CfMC COSI
  • Pulse Train Bellview Scan
  • Zoom
  • Point-of-View QWriter
  • Sales force automation software
  • CfMC SoundSurvent
  • Mistral AI (chat/models)
  • Grok (xAI)
  • Power and Precision
  • FaceTime
  • Microsoft Access
  • Qualtrics Insight
  • Mistral (Mistral AI)
  • Acarda CallAssist
  • Email software
  • R
  • SAS
  • Word processing software
  • Sawtooth SSI Web
  • SumQuest
  • Perplexity AI
  • Verity TELEform
  • Tableau
  • Gemini (Google)
  • Apian SurveyPro
  • QPSMR Limited Input
  • Statistical software
  • QPSMR Limited Reflect
  • Voxco PRONTO
  • Perl
  • Microsoft Active Server Pages ASP
  • Raosoft SURVEYWin
  • Microsoft Office software
  • Pulse Train Bellview TCI
  • Askiaface
  • QuestionPro
  • Structured query language SQL
  • Pulse Train Visual QSL
  • Acarda ForbiddenCalls
  • Personal digital assistants PDA
  • Scanners
  • Notebook computers
  • Tablet computers
  • Laser printers
  • Personal computers
  • Optical character readers