4h ago
Staff Machine Learning Engineer - Cortex Code Quality
Menlo Park, CA
$236k-$339.2k / year
full-timelead Hybridsoftware
🛠 Tech Stack
💼 About This Role
You'll define architect agent behavior at enterprise scale by building agentic systems for coding agents. You'll own major pillars of the quality stack and drive hill-climb infrastructure for large-scale experimentation. You'll partner with product and modeling leadership to turn customer pain into trusted metrics and experiment loops.
🎯 What You'll Do
- Design and evolve pipelines for large-scale experimentation and iteration.
- Lead postmortems on quality regressions and cluster failure modes.
- Align product, infra, and applied AI on quality standards for critical workflows.
- Ensure quality systems are dependable with reproducible runs and versioning.
📋 Requirements
- 8+ years shipping AI/ML-backed software in production with Staff-level ownership.
- Strong track record building eval harnesses and experimentation loops for LLM/agent systems.
- Proficiency in Python, TypeScript, Go (strong in at least two).
- Exceptional communication skills: crisp writeups and ability to influence without authority.
✨ Nice to Have
- Deep experience with agentic coding tools (IDE agents, CLI agents).
- Background in data engineering (dbt, Airflow) or retrieval/RAG systems.
- Prior work on LLM observability, safety/guardrails, or production quality systems.
🎁 Benefits & Perks
- 💰 Competitive salary and equity.
- 🏖️ Unlimited PTO.
- 🏥 Health insurance (medical, dental, vision).
- 📈 401(k) plan with company match.
- 🏢 Hybrid work environment.
🚩 Heads Up
- Hybrid role listed as remote in workplaceType but hybrid in text
- Salary range wide ($236K-$339K) may indicate band ambiguity
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