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Automation Risk Analysis

Will “Data Collector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #215 of 702. Estimated risk: 23.0%

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AI Exposure Risk

58%

“Data Collector” 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%

“Data Collector” 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

  • Direct updates and changes in survey implementation and methods.

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

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

  • Hire and train recruiters and data collectors.

  • Write proposals to win new projects.

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

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

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

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

  • Write training manuals to be used by survey interviewers.

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

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

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

  • 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.

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

Technologies & Software

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