Staff ML Engineer (Embodied AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
Staff ML Engineer (Embodied AI): Developing introspection and evaluation tools for autonomous vehicle behavior using large-scale datasets with an accent on model performance measurement and visualization. Focus on building high-performance tools to shorten the experiment path and integrating evaluation signals back into training and launch decisions.
Location: Must be based in the US (Sunnyvale, CA) or be eligible for relocation
Salary: $189,400 β $300,600
Company
is redefining mobility through human-centered design and advanced autonomous vehicle technology.
What you will do
- Build high-quality evaluation signal and introspection tools to optimize the experiment path toward optimal models.
- Develop and maintain visualization tools and metrics presentation for the core model evaluation loop.
- Provide technical leadership through design and code reviews and establish tooling best practices.
- Collaborate with Data, Infra, and Simulation teams to align offline evaluation with real-world vehicle behavior.
- Implement large-scale evaluation workflows for Compound AI driving models, connecting signals to data selection and training.
Requirements
- Proficiency in Python, Node.js, React, TypeScript, and high-throughput data streaming.
- Experience with Spark, BigQuery, and Kubernetes.
- Knowledge of WebGL/WebGPU for 3D sensor visualization.
- Bachelorβs, Masterβs, or PhD in Computer Science or a related technical field.
- Experience shipping production software in a fast-paced "startup within an enterprise" environment.
Nice to have
- Previous experience in Robotics or Autonomous Driving.
Culture & Benefits
- Comprehensive health, dental, and vision insurance.
- Health Savings Account (HSA) and Flexible Spending Accounts (FSA).
- Retirement savings plan and tuition assistance programs.
- Paid vacation, holidays, and sickness/accident benefits.
- GM vehicle discounts.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β