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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 proposals to win new projects.

  • Hire and train recruiters and data collectors.

  • Write training manuals to be used by survey interviewers.

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

  • 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.

  • Conduct research to gather information about survey topics.

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

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

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

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

  • Direct updates and changes in survey implementation and methods.

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

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

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

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

Technologies & Software

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