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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

  • Participate in the publication of data or information.

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

  • Check source data to verify completeness and accuracy.

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

  • Discuss data presentation requirements with clients.

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

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

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

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

  • Select statistical tests for analyzing data.

  • Interview people and keep track of their responses.

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

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

  • Send out surveys.

Technologies & Software

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