Field
Software Engineering
2,609 postings — the largest field here. AI appears in 89% of them, mentorship in 87%, and product sense in 84%, which is higher than distributed systems. Explicit testing language appears in 9%.
2,609 roles · 659 JDs parsed
Backend Engineer
The largest named specialism. System design carries the loop.
TESTS
Design under constraint Failure and incident narrative Measuring what resists measurement
OPEN — themes + data →
Full-Stack Engineer
Breadth as the product, with one side you are genuinely deep in.
TESTS
Design under constraint Discovery before solution The control
OPEN — themes + data →
Frontend Engineer
Smaller than its visibility suggests. Performance and accessibility are the differentiators.
TESTS
Measuring what resists measurement Latency and cost arithmetic Discovery before solution
OPEN — themes + data →
Mobile Engineer
Concentrated in consumer companies. Releases are slow and hard to roll back.
TESTS
Failure and incident narrative Latency and cost arithmetic Measuring what resists measurement
OPEN — themes + data →
Embedded & Systems Engineer
Small, durable, and the least substitutable skill set in this field.
TESTS
Design under constraint Failure and incident narrative
OPEN — themes + data →
Staff / Principal Engineer
Where the job stops being your own output. 87% of postings name mentorship.
TESTS
Discovery before solution The control Design under constraint
OPEN — themes + data →Other fields
Artificial IntelligencePlatform & Developer ExperienceCyber, Risk & Internal AuditIT InfrastructureIdentity & Privileged AccessGCC, Site & Engineering LeadershipProduct, Delivery & Technology FinanceData Platform & AnalyticsTechnical Go-To-Market & Customer SuccessSalesProduct Design & UXLegal, Finance & People