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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

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

  • Write training manuals to be used by survey interviewers.

  • Write proposals to win new projects.

  • Direct updates and changes in survey implementation and methods.

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

  • Conduct research to gather information about survey topics.

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

  • 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.

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

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

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

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

  • Collaborate with other researchers in the planning, implementation, and evaluation of surveys.

  • 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.

Technologies & Software

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