Summer Intern - Research, Post Training

The mission of the Waymo AI Foundations team is to develop machine learning solutions addressing open problems in autonomous driving, towards the goal of safely operating Waymo vehicles in dozens of cities and under all driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation.

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:

• Define research goals, setup dataset and training code to hill-climb the model performance, analyze the results and define the next sets of experiments
• Write a good document for communicating with team members
• Able to use the feedback from the team members to adjust the setup, experiments, and research directions

You have:

• Currently pursuing a PhD in Computer Science, Robotics, Machine Learning, or a related quantitative field
• Knowledge of pre-training and post-training of the large foundation models
• Hands-on experience of training modern AI models 
• Good analytical skills and interpret experiments results and forming verifiable hypothesis  
• Write a bug-free code, and able to implement correct software without much guidance

We prefer:

• Have a solid research background in robotics or self-driving cars
• Familiar with modern AI infrastructure and tooling such as pytorch, jax, and comfortable in working on cluster/server environments     
• Have a strong research skill and publish several papers in top conferences

Note: This will be a hybrid onsite internship position. We will accept resumes on a rolling basis until the role is filled. To be in consideration for multiple roles, you will need to apply to each one individually - please apply to the top 3 roles you are interested in.

Hourly PhD Pay 85 - 85 USD