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Automation Risk Analysis

Will “Field 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 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 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

  • 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.

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

  • Conduct research to gather information about survey topics.

  • 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.

  • 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.

  • 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.

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

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

  • Direct updates and changes in survey implementation and methods.

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

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

  • Write proposals to win new projects.

Technologies & Software

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