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Automation Risk Analysis

Will “Field 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%

“Field 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%

“Field 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

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

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

  • Hire and train recruiters and data collectors.

  • Write proposals to win new projects.

  • 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.

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

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

  • Conduct research to gather information about survey topics.

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

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

  • Direct updates and changes in survey implementation and methods.

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

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

  • 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.

Technologies & Software

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