Product Manager - ML/AI Platform

What You'll Do

• Own the product roadmap for Spotify’s AI observability capabilities across instrumentation, data contracts, and debugging workflows.
• Collaborate with stakeholders to develop the roadmap for Spotify’s AI/Agentic evaluation capabilities via LLM-as-judges and other approaches.
• Build golden path instrumentation defaults (SDKs/libraries/templates) that make LLM workloads observable by default.
• Partner with engineering to deliver root-cause workflows across LLM chains/agents (what changed, where time/cost is spent, which step fails, which prompt/template/model version regressed).
• Drive adoption with internal teams through discovery, pilots, documentation, and ongoing enablement.
• Define and track success metrics (coverage, time-to-first-trace, regressions caught pre-prod, MTTR, cost anomalies detected early).
• Partner with Privacy/Security to establish safe logging and retention guidance that supports both compliance and debuggability.

Who You Are

• 2+ years of experience as a Product Manager, Technical Product Manager, or equivalent product ownership role.
• Familiar with ML and AI development flows, and comfortable reasoning about LLM application patterns (prompting, RAG/agents, evaluation basics).
• Aware of LLM evaluation approaches (golden datasets, regression testing, human-in-the-loop review, LLM-as-a-judge).
• Comfortable partnering with engineers on technical tradeoffs and system design, even if you are not writing production code.
• Strong product fundamentals: discovery, prioritization, roadmap communication, and stakeholder alignment.
• Metrics-oriented and pragmatic; you can define outcomes and iterate based on evidence.

Where You'll Be

• This role is based in Toronto.
• We offer you the flexibility to work where you work best! There will be some in person meetings, but still allows for flexibility to work from home.