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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

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

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

  • Conduct research to gather information about survey topics.

  • Hire and train recruiters and data collectors.

  • 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.

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

  • 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.

  • Write training manuals to be used by survey interviewers.

  • 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 updates and changes in survey implementation and methods.

  • 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.

Technologies & Software

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