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Automation Risk Analysis

Will “Data Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #213 of 702. Estimated risk: 22.0%

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AI Exposure Risk

65%

“Data Coordinator” 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 65% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Data Coordinator” 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 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Statisticians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

Avg. Annual Salary $112,330
Avg. Hourly Wage $54.01
Available Jobs (US) 29,800
Job Title & Hierarchy Code (SOC) Statisticians #15-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Statisticians”

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Core Skills & Abilities

  • Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.

  • Develop software applications or programming for statistical modeling and graphic analysis.

  • Evaluate sources of information to determine any limitations, in terms of reliability or usability.

  • Identify relationships and trends in data, as well as any factors that could affect the results of research.

  • Prepare and structure data warehouses for storing data.

  • Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.

  • Determine whether statistical methods are appropriate, based on user needs or research questions of interest.

  • Report results of statistical analyses, including information in the form of graphs, charts, and tables.

  • Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.

  • Report results of statistical analyses in peer-reviewed papers and technical manuals.

  • Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.

  • Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.

  • Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.

  • Process large amounts of data for statistical modeling and graphic analysis, using computers.

  • Supervise and provide instructions for workers collecting and tabulating data.

  • Develop and test experimental designs, sampling techniques, and analytical methods.

  • Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.

  • Analyze and interpret statistical data to identify significant differences in relationships among sources of information.

  • Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.

Technologies & Software

  • ChatGPT (OpenAI)
  • IBM DB2
  • Insightful S-PLUS
  • SAP PowerBuilder
  • Quantitative Micro Software EViews
  • Systat Software SigmaPlot
  • Microsoft PowerPoint
  • Microsoft Excel
  • Angoss KnowledgeSEEKER
  • Codeium
  • Perplexity AI
  • Wolfram Research Mathematica
  • NCSS Power Analysis and Sample Size PASS
  • GitHub Copilot
  • Automatic Forecasting Systems Autobox
  • Stat-Ease Design-Expert
  • Amazon CodeWhisperer
  • Microsoft Visual FoxPro
  • DataDescription DataDesk
  • The MathWorks MATLAB
  • Llama (Meta)
  • Formula translation/translator FORTRAN
  • Cytel StatXact
  • Camfit Data Limited Microfit
  • Bolt.new
  • Microsoft Visual Basic
  • Tableau
  • StataCorp Stata
  • Minitab
  • Devin (Cognition AI)
  • Tabnine
  • XGobi
  • Amazon Redshift
  • IBM SPSS AnswerTree
  • Microsoft SQL Server
  • Amazon Web Services AWS software
  • Gemini Code Assist
  • C++
  • Statistical software
  • Statistical Solutions BMDP
  • Python
  • Qwen (Alibaba)
  • Extensible markup language XML
  • Microsoft Access
  • Mistral (Mistral AI)
  • Apache Spark
  • Muthen & Muthen Mplus
  • Aptech Systems GAUSS
  • Scientific Software International SSI Hierarchical Linear and Non-Linear Modeling HLM
  • Stat-Ease Design-Ease
  • Structured query language SQL
  • SAS JMP
  • STATISTICA
  • R
  • RAT-STATS
  • Qlik Tech QlikView
  • Cursor AI
  • XLISP-STAT
  • SAP software
  • Econometric Software LIMDEP
  • v0 by Vercel
  • StatPoint STATGRAPHICS Centurion
  • Systat Software SigmaStat
  • Lovable.dev
  • DeepSeek
  • Grok (xAI)
  • Claude (Anthropic)
  • IBM SPSS Statistics
  • Kimi (Moonshot AI)
  • Microsoft Word
  • GraphPad Software GraphPad Prism
  • Teradata Database
  • UNIX
  • Common business oriented language COBOL
  • SAS
  • Apache Hadoop
  • Microsoft Visual Basic for Applications VBA
  • Mistral AI (chat/models)
  • Google Antigravity
  • Visual Numerics TS-WAVE
  • Microsoft Office software
  • Scientific Software International SSI LISREL
  • Linux
  • IBM SPSS Amos
  • NCR Teradata Warehouse Miner
  • Apache Pig
  • SuperANOVA
  • Gemini (Google)
  • Sun Microsystems Java
  • SAS Enterprise Miner
  • Nova (Amazon)
  • UNISTAT Statistical Package
  • SAS/CONNECT
  • Personal computers
  • Desktop computers
  • Laptop computers