2025 Summer Intern, MS/PhD, Perception, Foundation Model (Few-Shot Learning)
at Karkidi
Mountain View, CA, USA, hybrid, full time, USD 60–60 / hour, 0–2 years
posted 25 Dec 2024
- JAX
- Vision Language Models
- Natural Language Processing
- Deep Learning
- High performance computing
- Machine learning
- Multimodal models
- Few-shot learning
- Computer Vision
- Large Language Models
- NeurIPS
- TensorFlow
About the role
Waymo is an autonomous driving technology company with the mission to be the most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo One, a fully autonomous ride-hailing service, and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over one million rider-only trips, enabled by its experience autonomously driving tens of millions of miles on public roads and tens of billions in simulation across 13+ U.S. states.
Software Engineering builds the brains of Waymo's fully autonomous driving technology. Our software allows the Waymo Driver to perceive the world around it, make the right decision for every situation, and deliver people safely to their destinations. We think deeply and solve complex technical challenges in areas like robotics, perception, decision-making and deep learning, while collaborating with hardware and systems engineers. If you're a software engineer or researcher who's curious and passionate about Level 4 autonomous driving, we'd like to meet you.
Waymo interns work with leaders in the industry on projects that deliver significant impact to the company. We believe learning is a two-way street: applying your knowledge while providing you with opportunities to expand your skillset. Interns are an important part of our culture and our recruiting pipeline. Join us at Waymo for a fun and rewarding internship!
This internship will be based on-site at our headquarters in Mountain View, CA.
What you would do
* Design and train machine learning models in TensorFlow and/or JAX on real-world sensor data (cameras, LiDAR, radars). * Develop novel techniques to make the Waymo foundational models more efficient with few shot learning algorithms. * Evaluate model performance on both the Waymo dataset and academia benchmarks.
What they are looking for
Computer Vision (CV) , Deep Learning , High performance computing- HPC , JAX framework , Large Language Models - LLMs , Machine learning techniques , Natural Language Processing (NLP) , NeurIPS
Read from karkidi.com, last seen 4d ago.