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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

  • Conduct research to gather information about survey topics.

  • Direct updates and changes in survey implementation and methods.

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

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

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

  • Write training manuals to be used by survey interviewers.

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

  • 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.

  • 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.

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

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

  • Hire and train recruiters and data collectors.

  • Write proposals to win new projects.

Technologies & Software

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