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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.

  • Write training manuals to be used by survey interviewers.

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

  • 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.

  • Direct updates and changes in survey implementation and methods.

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

  • Hire and train recruiters and data collectors.

  • 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.

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

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

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

  • 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.

Technologies & Software

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