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Automation Risk Analysis

Will “Data Collection Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #215 of 702. Estimated risk: 23.0%

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AI Exposure Risk

58%

“Data Collection Specialist” 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%

“Data Collection Specialist” 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

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

  • 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.

  • Conduct research to gather information about survey topics.

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

  • 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.

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

  • 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.

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

  • Direct updates and changes in survey implementation and methods.

  • Hire and train recruiters and data collectors.

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

  • 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.

Technologies & Software

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