Career Aptitude Test vs IQ Test: what each one predicts about job fit
Career aptitude tests and IQ tests answer different questions. Here is what each one predicts, what the revised meta-analytic evidence says, and how to use both.
Job Search & Career Advice
Job Search & Career Advice
Match your cognitive profile to high-paying careers. Resume strategies, salary negotiation, and industry-specific guidance for analytical minds.
How to Use a Cognitive Test in a Career Decision: a six-step process
A six-step decision process for using cognitive test results to choose between career options, including how to weigh the profile against interest and constraints.
The Jobs Most Exposed to AI Demand the Most Reasoning: A 737-Occupation Analysis
Across 737 U.S. occupations, AI exposure rises with reasoning demand (r = 0.71). Only nine high-reasoning jobs sit below median exposure, all hands-on.
IQ by Medical Specialty: Which Doctors Score Highest
Dermatology tops the specialty score ranking, but the gap is just 0.87 of one exam SD and no validated USMLE-to-IQ conversion exists. The data, decoded.
IQ Test Career Recommendations: What They Predict, and the Limits in 2026
We audited 7 popular IQ-to-career tools against published validity evidence. Only 1 of 7 disclosed a coefficient. Here is what the field's research says.
Why High Performers Get Stuck at 'Exceeds Expectations': The Forced-Rank Tax on High-Cognitive Workers
Forced-rank quotas downgrade high performers and lift their voluntary exit hazard 34% at 18 months. Here's what the research says, and what to do next.
Your Cognitive Edge: A 5-Step Action Plan for the Spring 2026 Job Market
Spring 2026 is peak hiring season. Use your cognitive strengths to stand out with this 5-step plan: assess, position, prepare, interview, negotiate.
Find Your Cognitive Career Match: How to Align Your Brain's Strengths with the Right Role
Your cognitive profile (logic, verbal, spatial, and numerical strengths) points to the right career. Here's how to decode your strengths and find your fit.