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Automation Risk Analysis

Will “Data Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #215 of 702. Estimated risk: 23.0%

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AI Exposure Risk

58%

“Data Analyst” 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 Analyst” 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

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

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

  • Write proposals to win new projects.

  • Conduct research to gather information about survey topics.

  • 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 updates and changes in survey implementation and methods.

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

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

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

  • Hire and train recruiters and data collectors.

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

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

  • Write training manuals to be used by survey interviewers.

Technologies & Software

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