ISTPs learn by doing. They are at their best with their hands on a real system — debugging, repairing, or optimizing — and have low tolerance for meetings that don't change anything.
Strengths in the workplace
Roles ISTPs tend to thrive in
DevOps Engineer, Site Reliability Engineer, Mobile Engineer, QA Engineer, Hardware Engineer, Backend Engineer
Applied ML and ML-engineering roles — taking models from notebook to production, owning evaluation, and keeping training and inference pipelines healthy.