Tacit + Objective + Flexible + Product: Clear standards, fixable errors, results-only, but needs physical experience
§ TOFPHigh Risk
§ II · Across four axes
LearnabilityT
Tacit (T)
Evaluation ObjectivityO
Objective (O)
Risk ToleranceF
Flexible (F)
Human PresenceP
Product (P)
§ III · Why this archetype
§ IV · Representative careers
- 01Laborers and Freight, Stock, and Material MoversUnstructured physical environments resist full automation — warehouse robots still need human oversight2%
- 02Heavy and Tractor-Trailer Truck DriversLong-haul autonomous vehicles emerging but full deployment still requires regulatory and safety validation2%
- 03Stockers and Order FillersPicking and placing in varied retail environments — robotics advancing but not yet cost-effective everywhere2%
- 04Janitors and CleanersVaried surfaces, obstacles, and standards make full robotic cleaning commercially limited2%
- 05Maintenance and Repair Workers, GeneralDiagnostic and hands-on repair in unpredictable physical situations — judgment and dexterity required2%
- 06Landscaping and Groundskeeping WorkersOutdoor, seasonally varied physical work — robotic mowers exist but full automation remains limited2%
§ V · The other 15