Tool Grinders, Filers, and Sharpeners
AI Impact
This role involves tasks that AI currently automates poorly — complex judgment, physical variability, or heavy emotional labor.
Robotics Impact
Some structured physical tasks are automatable. Human oversight and adaptive judgment remain necessary.
Most AI-Affected Tasks in This Role
Design, implement, or maintain fraud detection tools or procedures.
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
Document test results, using cameras, spreadsheets, documents, or other tools.
Design or develop automated testing tools.
Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Review or update Web page content or links in a timely manner, using appropriate tools.
Test new and updated bioinformatics tools and software.
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
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Take the AssessmentOccupation data from O*NET Web Services by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA).