Summary
Ran an 8-way parallel bakeoff to discover AI PM roles beyond the existing ~45 company scraper pipeline. Each research agent covered a distinct lens: Frontier Labs, Dev Tools, Enterprise AI, Consumer AI, AI Infra, Big Tech, AI Unicorns, and Defense/Robotics.
Key Results
- 49 new roles discovered across ~40 companies not previously tracked (18 Tier 1, 31 Tier 2)
- 23 companies added to scraper config (68 total companies)
- Pipeline config expanded: TIER_2 +20, AI_NATIVE +12, established_signals +25
- Google Careers SPA liveness fix: data-title attribute parsing, 191 dead roles archived
- Seniority penalty: -2 for non-senior titles at non-exceptional-comp companies
- 222 tests passing
Top Tier 1 Discoveries
Perplexity PM Builder, Stripe PM ML Foundations, Glean PM Agent Interoperability/MCP, Datadog Staff PM AI, Netflix AI PM, Plaid Staff PM AI Foundations, CoreWeave Principal PM, Temporal Senior PM Agentic Coding, Reddit Staff PM Answers, Ironclad Staff PM AI/ML.
Open Items
- Import 49 bakeoff roles into pipeline_data.json
- Verify Glean board slug (glaboratories vs gleanwork)
- Submit applications to priority roles
- Custom ATS scraping for Spotify, Roblox, DoorDash, Rippling