MS/PhD Machine Learning Driver Refinement Foundations (2027 Summer Internship)

Waymo LLC

San Francisco (CA)

Hybrid

USD 34,000 - 48,000

Full time

12 days ago

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Benefits offered by this job

Medical, dental, and vision insurance
Bonus and equity opportunities
401(k) retirement plans

Job summary

Waymo LLC is offering an internship to contribute to data-driven driving behavior improvements. You will mine and curate driving data, and work with large language models and foundation models to support reasoning, decision making, and multi-modality generation.

The role emphasizes building robust data generation pipelines, designing experiments for model training, and advancing data-centric AI techniques within the Planner organization. Hybrid work options are available.

Qualifications

  • You are currently enrolled in a graduate program (Master’s or PhD) in Computer Science or a related technical field.
  • You have strong problem solving and programming skills in Python and/or C++.
  • You have experience with model evaluation and understanding metrics.
  • Some understanding of SQL is preferred, not required.
  • Previous Internship experience is a plus.

Responsibilities

  • Mine and curate dataset samples from large corpus of driving data.
  • Leverage large language models and world foundation models for reasoning, decision making and multi-modality generation.
  • Design and implement robust data generation pipelines for data generation.
  • Design and evaluate experiments for model training.
  • Designing robust data generation pipelines for model training.

Skills

Python
C++
Problem solving
SQL basics

Education

Graduate student (MS/PhD)
PhD preferred

Tools

Jax
PyTorch

Job description

  • The team is accountable for providing the common, consistent framework (and enabling expertise) for post-training and heuristic hill climbing across the entire Planner organization. We build fundamental platforms to assist Waymo engineers in delivering driving behavior improvements using data-driven and heuristic methods
  • Waymo interns partner with leaders in the industry on projects that create impact to the company. We believe learning is a two-way street: applying your knowledge while providing you with opportunities to expand your skill-set. Interns are an important part of our culture and our recruiting pipeline. Join us at Waymo for a fun and rewarding internship!
  • You will:
  • Mine and curate dataset samples from large corpus of driving data
  • Leverage large language models and world foundation models for reasoning, decision making and multi-modality generation
  • Design and implement robust data generation pipelines for data generation
  • Design and evaluate experiments for model training
  • Designing robust data generation pipelines for model training
Benefits
  • Medical, dental, and vision insurance for employees and dependents
  • Employee assistance programs focused on mental health
  • Personalized workplace adjustments for diverse needs and abilities, including physical, mental, and neurodivergent considerations
  • Access to mental health apps
  • Onsite wellness centers
  • Medical advocacy program for transgender employees
  • Second medical opinion for you and your loved ones
  • Counseling services
  • Support programs including menopause benefit
  • Competitive compensation
  • Regular bonus and equity performance grant opportunities
  • Generous 401(k) and regional retirement plans
  • 1-on-1 financial coaching
  • Annual cross-company compensation review and pay equity analysis
  • Fertility and growing family assistance
  • Parental leave and baby bonding leave
  • Elder care and support
  • Survivor income benefitBackup childcare
  • Caregiver leave
  • Paid time off, including vacation, bereavement, sick leave, parental leave, disability, and holidays
  • Jury duty leave
  • Military leave
  • Hybrid work model with remote work opportunities also available
  • Educational reimbursement
  • Peer learning and coaching platform
  • Donation matching programs
  • Employee resource groups
  • Volunteer hours
  • Internal community groups and local culture clubs
  • Inspiring spaces to work, recharge, and collaborate with fellow Waymonauts
  • On-site meals and snacks
  • Fitness centers, massage programs, and ergonomic support
  • On-demand fitness, wellbeing, and cooking classes
  • Commuter benefits
  • Experience in strong software engineering principles
  • Good understanding of Jax/Pytorch
  • Currently enrolled in a graduate program (Master’s or PhD) in Computer Science or a related technical field
  • You have strong problem solving and programming skills in Python and/or C++
  • Experience in model evaluation and understanding metrics
  • Some understanding of SQL is preferred, not required
  • PhD preferred
  • Previous Internship experience
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