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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

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

  • Write training manuals to be used by survey interviewers.

  • Hire and train recruiters and data collectors.

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

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

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

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

  • Write proposals to win new projects.

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

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

  • Conduct research to gather information about survey topics.

  • 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.

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

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

  • Direct updates and changes in survey implementation and methods.

Technologies & Software

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