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Описание вакансии
TL;DR
Staff Technical Lead Manager (AI): Leading a top-tier applied ML team to build models for autonomous vehicle behavior understanding and evaluation with an accent on deep learning, Gen AI, and large-scale production systems. Focus on designing LLM/VLM solutions for anomaly detection, optimizing model performance for expansive fleets, and driving technical direction across cross-functional teams.
Location: Hybrid work schedule in Mountain View, CA; San Francisco, CA; or New York City, NY
Salary: $238,000–$302,000 USD
Company
Waymo is an autonomous driving technology company dedicated to building the world's most experienced driver to improve mobility and safety.
What you will do
- Lead an applied ML team focused on AV behavior understanding using deep learning and Gen AI.
- Design and build Gen AI LLM/VLM solutions for behavior analysis and anomaly detection.
- Enhance user feedback analysis by implementing tools for sentiment assessment and root cause analysis.
- Oversee the production and optimization of ML models for a fleet traveling millions of miles.
- Drive technical direction and provide guidance to the team.
- Collaborate with PMs and senior leadership to align technical agendas with business objectives.
Requirements
- B.S. in Computer Science, Robotics, Machine Learning, or equivalent experience.
- 5+ years of experience leading engineering teams of 5-15 people.
- 7+ years of hands-on experience in machine learning projects and production deployment.
- Strong coding experience in C++ and/or Python.
- Experience with ML frameworks such as TensorFlow, PyTorch, or Hugging Face.
- Expertise in deep learning models and ML deployment at scale.
Nice to have
- M.S. or Ph.D. in Computer Science or a related quantitative field.
- Deep learning experience with Transformers.
- Gen AI LLM/VLM experience.
- Experience with MLOps, evaluation techniques, and model performance optimization.
- Large-scale data processing and analytical skills.
Culture & Benefits
- Participation in discretionary annual bonus program.
- Equity incentive plan.
- Generous company benefits program.
- Collaborative environment working on cutting-edge autonomous driving technology.
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