| Software Engineer |
300 – 1,000+ |
Especially high for remote or junior roles. FAANG jobs may exceed 1,000. |
| Data Scientist |
300 – 600+ |
Mid-level and remote postings especially competitive. |
| AI Research Scientist (PhD + top conference papers) |
50 – 100 |
Highly selective. Only top ~1,000 candidates globally are fully qualified. |
| Chemical Engineer (entry-level) |
30 – 50 |
More niche, location-dependent. |
| Senior Chemical Engineer (PhD required) |
20 – 40 |
Smaller, more qualified pool. Often filled internally or by referral
|
