12 часов назад
2027 Summer Intern, PhD, Machine Learning, Computer Vision (AI)
85$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
2027 Summer Intern, PhD, Machine Learning, Computer Vision (AI): Analyzing and improving multimodal perception foundation models for autonomous driving with an accent on deep learning, computer vision, and large-scale sensor data. Focus on training and evaluating neural networks, validating performance in simulation, deriving data-quality signals, and building data pipelines.
Location: Mountain View, California, United States; hybrid onsite internship
Salary: $85 per hour
Company
Waymo develops autonomous driving technology and the Waymo Driver for fully autonomous ride-hail services and other vehicle platforms.
What you will do
- Analyze and characterize internal feature representations of deep multimodal perception foundation models.
- Validate model performance on large-scale autonomous vehicle sensor datasets and simulation environments.
- Train, fine-tune, and evaluate deep neural networks to improve model performance.
- Inspect perception foundation models to derive signals about data quality.
- Implement or augment data pipelines to improve data quality.
Requirements
- Currently enrolled in a PhD program in computer science, robotics, electrical engineering, or a related quantitative field.
- Programming experience in Python.
- Practical experience training, fine-tuning, and evaluating deep learning models for computer vision or multimodal perception using PyTorch, JAX, or TensorFlow.
- Strong understanding of modern neural architectures, including Vision Transformers and multimodal sensor encoders.
- Ability to work in a hybrid onsite position in Mountain View, California.
Nice to have
- Research experience or publications in multimodal deep learning or vision foundation models.
- Hands-on experience with multi-camera or 3D LiDAR perception systems in robotics or autonomous driving.
- Experience evaluating large-scale perception systems in practical settings.
Culture & Benefits
- Work with industry leaders on projects that create impact for autonomous driving technology.
- Opportunities to apply existing knowledge and expand technical skills.
- Interns may participate in company benefits programs, subject to eligibility requirements.
- Applications are reviewed on a rolling basis until the role is filled.
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