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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

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

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

  • Hire and train recruiters and data collectors.

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

  • Direct updates and changes in survey implementation and methods.

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

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

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

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

  • 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.

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

  • 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.

  • Conduct research to gather information about survey topics.

  • Write training manuals to be used by survey interviewers.

Technologies & Software

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