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Automation Risk Analysis

Will “Technical Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Technical 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

26%

“Technical 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 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Statistical Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.

Avg. Annual Salary $55,470
Avg. Hourly Wage $26.67
Available Jobs (US) 5,900
Job Title & Hierarchy Code (SOC) Statistical Assistants #43-9111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Statistical Assistants”

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Core Skills & Abilities

  • Compute and analyze data, using statistical formulas and computers or calculators.

  • Check source data to verify completeness and accuracy.

  • File data and related information, and maintain and update databases.

  • Organize paperwork, such as survey forms or reports, for distribution or analysis.

  • Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.

  • Enter data into computers for use in analyses or reports.

  • Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.

  • Send out surveys.

  • Interview people and keep track of their responses.

  • Code data prior to computer entry, using lists of codes.

  • Participate in the publication of data or information.

  • Discuss data presentation requirements with clients.

  • Compile reports, charts, or graphs that describe and interpret findings of analyses.

  • Select statistical tests for analyzing data.

Technologies & Software

  • Grok (xAI)
  • Minitab
  • Qwen (Alibaba)
  • Microsoft Excel
  • Microsoft Office software
  • IBM SPSS Statistics
  • Claude (Anthropic)
  • Harvard Graphics
  • Oracle Java
  • Hyland OnBase Enterprise Content Management
  • Microsoft Word
  • C++
  • Bentley MicroStation
  • dBASE
  • Web browser software
  • StataCorp Stata
  • Microsoft Copilot
  • Gemini (Google)
  • QSR International NVivo
  • Otter.ai
  • Gemini for Workspace
  • Google Workspace software
  • Microsoft Visual Studio
  • Towers Perrin MoSes
  • Benfield ReMetrica
  • Data visualization software
  • GGY AXIS
  • Microsoft Visual Basic
  • SAP BusinessObjects Crystal Reports
  • Microsoft Outlook
  • Insightful S-PLUS
  • SAS
  • A programming language APL
  • Tableau
  • Microsoft Active Server Pages ASP
  • STATISTICA
  • Python
  • DeepSeek
  • Corel WordPerfect Office Suite
  • Napkin AI
  • Systat Software SigmaStat
  • Notion AI
  • Microsoft PowerPoint
  • UiPath (RPA + AI)
  • Nova (Amazon)
  • Structured query language SQL
  • Grammarly AI
  • PolySystems Asset Delphi
  • Microsoft Access
  • Database software
  • Wolfram Research Mathematica
  • R
  • Software development tools
  • Kimi (Moonshot AI)
  • C#
  • Llama (Meta)
  • Mistral (Mistral AI)
  • Word processing software
  • The MathWorks MATLAB
  • Oracle PL/SQL
  • Zapier AI
  • IBM Lotus 1-2-3
  • ChatGPT (OpenAI)
  • Avidian Technologies Prophet
  • Perplexity AI
  • Supercomputers
  • 10-key calculators
  • Liquid crystal display LCD video projectors
  • Graphing calculators
  • Personal computers
  • Universal serial bus USB flash drives
  • Desktop computers
  • Laptop computers