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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

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

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

  • Write proposals to win new projects.

  • Direct updates and changes in survey implementation and methods.

  • Write training manuals to be used by survey interviewers.

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

  • Conduct research to gather information about survey topics.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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