2 дня назад
2027 Summer Intern, PhD, Machine Learning, Computer Vision
85 - 85$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
2027 Summer Intern, PhD, Machine Learning, Computer Vision (Machine Learning/Computer Vision): Analyzing multimodal perception models and developing active learning, data curation, labeling, and validation workflows for autonomous driving with an accent on deep learning, computer vision, and safety-critical edge cases. Focus on training and evaluating neural networks, mining large-scale sensor datasets, and validating performance in simulation environments.
Location: Mountain View, California; hybrid onsite internship
Salary: $85 per hour
Company
Waymo develops autonomous driving technology and fully autonomous ride-hail services through the Waymo Driver.
What you will do
- Analyze internal feature representations of deep multimodal perception foundation models.
- Design active learning and intelligent data curation algorithms for rare, safety-critical edge cases.
- Develop automated data labeling and validation workflows using Vision-Language Models.
- Train, fine-tune, and evaluate deep neural networks for computer vision and multimodal perception.
- Validate model performance on large-scale autonomous vehicle sensor datasets and simulation environments.
Requirements
- Currently enrolled in a PhD program in Computer Science, Robotics, Electrical Engineering, or a related quantitative field.
- Programming experience in Python and C++.
- Practical experience training, fine-tuning, and evaluating deep learning models for computer vision or multimodal perception.
- Experience with PyTorch, JAX, or TensorFlow.
- Understanding of modern neural architectures, including Vision Transformers and multimodal sensor encoders.
Nice to have
- Research or publications in active learning, self-supervised representation learning, core-set selection, or multimodal foundation models.
- Experience with multi-camera or 3D LiDAR perception systems in robotics or autonomous driving.
- Experience building Vision-Language Model evaluation pipelines or large-scale data-mining workflows.
- Familiarity with high-dimensional feature analysis and clustering techniques.
Culture & Benefits
- Projects are developed in partnership with industry leaders and can have direct company impact.
- Interns receive opportunities to apply existing knowledge and expand their skills.
- Eligible interns can participate in the company’s benefits programs.
- Applications are reviewed on a rolling basis until the role is filled.
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