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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

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

  • Hire and train recruiters and data collectors.

  • Direct updates and changes in survey implementation and methods.

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

  • Write proposals to win new projects.

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

  • Write training manuals to be used by survey interviewers.

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

  • Conduct research to gather information about survey topics.

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

  • 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.

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

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

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

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

Technologies & Software

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