JOBS
These pages estimate minimum effective IQ and cognitive demands. Treat as a lens for fit and learning curve—not a measure of human worth.
Software Engineer
Demands: stress 6/10, logic 10/10, structure 5/10.
Data Scientist
Demands: stress 4/10, logic 2/10, structure 9/10.
Civil Engineer
Demands: stress 6/10, logic 10/10, structure 5/10.
Mechanical Engineer
Demands: stress 8/10, logic 2/10, structure 9/10.
Electrical Engineer
Demands: stress 7/10, logic 3/10, structure 10/10.
AI Engineer
Demands: stress 3/10, logic 9/10, structure 6/10.
Product Manager
Demands: stress 8/10, logic 6/10, structure 9/10.
UX Designer
Demands: stress 10/10, logic 4/10, structure 5/10.
Digital Marketer
Demands: stress 5/10, logic 9/10, structure 10/10.
Investment Banker
Demands: stress 6/10, logic 10/10, structure 3/10.
Management Consultant
Demands: stress 4/10, logic 8/10, structure 7/10.
Financial Analyst
Demands: stress 9/10, logic 7/10, structure 8/10.
Accountant
Demands: stress 6/10, logic 4/10, structure 1/10.
Actuary
Demands: stress 3/10, logic 1/10, structure 8/10.
Surgeon
Demands: stress 7/10, logic 5/10, structure 2/10.
General Practitioner
Demands: stress 6/10, logic 8/10, structure 3/10.
Nurse
Demands: stress 9/10, logic 9/10, structure 6/10.
Pharmacist
Demands: stress 8/10, logic 4/10, structure 3/10.
Dentist
Demands: stress 7/10, logic 3/10, structure 8/10.
Psychologist
Demands: stress 8/10, logic 4/10, structure 3/10.
Architect
Demands: stress 7/10, logic 3/10, structure 8/10.
Urban Planner
Demands: stress 4/10, logic 4/10, structure 1/10.
Lawyer
Demands: stress 10/10, logic 8/10, structure 7/10.
Paralegal
Demands: stress 3/10, logic 9/10, structure 10/10.
Judge
Demands: stress 7/10, logic 5/10, structure 2/10.
Police Officer
Demands: stress 6/10, logic 6/10, structure 9/10.
Detective
Demands: stress 3/10, logic 1/10, structure 2/10.
Teacher
Demands: stress 6/10, logic 2/10, structure 1/10.
Professor
Demands: stress 9/10, logic 7/10, structure 8/10.
Researcher
Demands: stress 8/10, logic 4/10, structure 9/10.
Librarian
Demands: stress 4/10, logic 6/10, structure 3/10.
Journalist
Demands: stress 7/10, logic 7/10, structure 2/10.
Copywriter
Demands: stress 8/10, logic 2/10, structure 9/10.
Editor
Demands: stress 3/10, logic 1/10, structure 4/10.
Public Relations Specialist
Demands: stress 9/10, logic 5/10, structure 6/10.
Sales Representative
Demands: stress 7/10, logic 7/10, structure 2/10.
Real Estate Agent
Demands: stress 9/10, logic 3/10, structure 2/10.
Recruiter
Demands: stress 9/10, logic 7/10, structure 4/10.
HR Manager
Demands: stress 7/10, logic 5/10, structure 8/10.
Chef
Demands: stress 6/10, logic 10/10, structure 1/10.
Event Planner
Demands: stress 8/10, logic 10/10, structure 3/10.
Hotel Manager
Demands: stress 5/10, logic 3/10, structure 8/10.
Flight Attendant
Demands: stress 5/10, logic 1/10, structure 8/10.
Pilot
Demands: stress 10/10, logic 4/10, structure 7/10.
Electrician
Demands: stress 5/10, logic 5/10, structure 6/10.
Plumber
Demands: stress 3/10, logic 3/10, structure 6/10.
Carpenter
Demands: stress 4/10, logic 6/10, structure 3/10.
Construction Manager
Demands: stress 8/10, logic 2/10, structure 7/10.
Graphic Designer
Demands: stress 3/10, logic 5/10, structure 4/10.
Art Director
Demands: stress 5/10, logic 3/10, structure 2/10.
Fashion Designer
Demands: stress 7/10, logic 9/10, structure 6/10.
Interior Designer
Demands: stress 5/10, logic 7/10, structure 8/10.
Musician
Demands: stress 7/10, logic 9/10, structure 8/10.
Actor
Demands: stress 9/10, logic 5/10, structure 10/10.
Photographer
Demands: stress 9/10, logic 3/10, structure 6/10.
Videographer
Demands: stress 4/10, logic 6/10, structure 7/10.
Entrepreneur
Demands: stress 5/10, logic 5/10, structure 4/10.
CEO
Demands: stress 5/10, logic 5/10, structure 6/10.
Operations Manager
Demands: stress 7/10, logic 9/10, structure 8/10.
Executive Assistant
Demands: stress 10/10, logic 8/10, structure 1/10.
Biologist
Demands: stress 8/10, logic 2/10, structure 3/10.
Chemist
Demands: stress 3/10, logic 1/10, structure 4/10.
Physicist
Demands: stress 8/10, logic 10/10, structure 1/10.
Geologist
Demands: stress 7/10, logic 1/10, structure 10/10.
Social Worker
Demands: stress 3/10, logic 3/10, structure 2/10.
Counselor
Demands: stress 6/10, logic 8/10, structure 5/10.
Non-profit Manager
Demands: stress 9/10, logic 7/10, structure 8/10.
Veterinarian
Demands: stress 6/10, logic 2/10, structure 5/10.
Zoologist
Demands: stress 10/10, logic 6/10, structure 7/10.
Farmer
Demands: stress 9/10, logic 3/10, structure 8/10.
Athlete
Demands: stress 3/10, logic 9/10, structure 2/10.
Coach
Demands: stress 10/10, logic 4/10, structure 1/10.
Personal Trainer
Demands: stress 7/10, logic 5/10, structure 6/10.
Physical Therapist
Demands: stress 5/10, logic 7/10, structure 8/10.
Software Developer
Demands: stress 9/10, logic 3/10, structure 8/10.
Systems Administrator
Demands: stress 7/10, logic 3/10, structure 4/10.
Cybersecurity Analyst
Demands: stress 9/10, logic 1/10, structure 10/10.
Blockchain Developer
Demands: stress 6/10, logic 6/10, structure 7/10.
Content Creator
Demands: stress 9/10, logic 7/10, structure 8/10.
Influencer
Demands: stress 5/10, logic 9/10, structure 4/10.
Social Media Manager
Demands: stress 10/10, logic 10/10, structure 9/10.
Translator
Demands: stress 4/10, logic 8/10, structure 1/10.
Diplomat
Demands: stress 8/10, logic 2/10, structure 1/10.
Air Traffic Controller
Demands: stress 9/10, logic 1/10, structure 10/10.
Firefighter
Demands: stress 5/10, logic 7/10, structure 2/10.
EMT
Demands: stress 10/10, logic 2/10, structure 9/10.
