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About
In this hybrid role, you will report to the Director of Engineering.
You will:
Work closely with ML engineers and infrastructure teams to design, set the roadmap, and implement the multi-stage training system that builds the foundation models and onboard models
Optimize end-to-end training latency, to meet our release cadence while minimizing time-to-impact from new issues in the field to model update on the car
Solve large-scale training with multi-model, multi-task, and large models, with millions of miles of driving data
Provide technical leadership on the efficacy and efficiency of production critical models' training system
Drive and accelerate collaborations between Perception, infra teams at Waymo, and Alphabet collaborators
You have:
Master's degree or PhD in Computer Science, Engineering, or a related technical field
8+ years of experience in ML-related software development
6+ years of experience in ML-driven production systems that develops models with large-scale data, training, evaluation, and deployment
4+ years of experience in a technical leadership role leading technical teams and setting technical directions
3+ years of experience with computer vision models, or LLMs, or vision language models
Passion to drive engineering excellence and efficient model development through flywheel automation, while having direct technical experience in model quality development to achieve business goals
We prefer:
Experience in LLM and / or multi-modality LM pretraining and fine-tuning, and their infrastructure
Experience in model distillation techniques and infrastructure
Familiarity with vision-based models and their development challenges
Agility in a fast-paced environment
The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.
Waymo employees are also eligible to participate in Waymo's discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Salary Range $281,000—$356,000 USD
Languages
- English
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