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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

  • 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.

  • Write proposals to win new projects.

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

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

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

  • Write training manuals to be used by survey interviewers.

  • 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.

  • 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.

  • Direct updates and changes in survey implementation and methods.

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

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

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

  • Hire and train recruiters and data collectors.

Technologies & Software

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