3 часа назад
Senior Research Engineer, Computer Vision (LFV/WFM)
180 000 - 258 750$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Research Engineer, Computer Vision (LFV/WFM) (AI and autonomous driving): Building and deploying world foundation models, scalable multimodal data pipelines, and distributed training systems for robotics and autonomous driving with an accent on computer vision, video diffusion, and large-scale machine learning infrastructure. Focus on optimizing multi-GPU and multi-node training, integrating heterogeneous datasets, and translating research prototypes into production-grade systems.
Location: Los Altos, California; hybrid workplace
Salary: $180,000–$258,750 per year for California-based roles
Company
Develops AI, robotics, autonomous driving, and material science technologies to improve the quality of human life and advance mobility.
What you will do
- Collaborate with research scientists to implement, iterate on, and evaluate architectures, objectives, datasets, and training strategies.
- Translate research prototypes into clean, maintainable, reusable code for TRI teams and the Toyota ecosystem.
- Build and maintain pipelines for ingesting, converting, validating, and serving heterogeneous multimodal datasets for robotics and autonomous driving.
- Support and optimize distributed training of world foundation models on multi-GPU and multi-node clusters, including profiling, debugging, and hyperparameter sweeps.
- Develop tools for dataset inspection, experiment tracking, model evaluation, GPU resource management, visualization, and workflow automation.
- Coordinate shared pipelines, data onboarding, joint training, and evaluation with TRI divisions, Toyota affiliates, and external research partners.
Requirements
- Master’s or PhD in Computer Science, Electrical Engineering, Machine Learning, or a related field, plus at least 3 years of relevant experience.
- Strong software engineering skills with deep proficiency in Python, PyTorch, and the Unix/Linux toolchain.
- Experience with large-scale deep learning, distributed training such as DDP, FSDP, or DeepSpeed, GPU profiling, and debugging failures at scale.
- Experience building pipelines for heterogeneous or multimodal data including images, video, depth, point clouds, and actions.
- Experience with video diffusion models, 3D/4D reconstruction, and multi-view geometry.
- Ability to work in a hybrid role based in Los Altos, California. Proactive communication, self-direction, and end-to-end ownership are required.
Nice to have
- Experience with AWS SageMaker, EC2, Docker, or Kubernetes.
- Familiarity with ROS, MCAP, HDF5, simulation environments, and data collection pipelines.
- Experience with AI-assisted development tools such as Copilot, Cursor, or Claude Code.
- Open-source contributions or publications at venues such as CVPR, ICLR, NeurIPS, RSS, or ICRA.
Culture & Benefits
- Work alongside research scientists and collaborate across robotics, automated driving, and human-interactive driving divisions.
- Engage with Toyota affiliates, university partners, and the broader scientific community.
- Medical, dental, and vision insurance.
- 401(k) eligibility, paid vacation, sick time, and parental leave.
- Annual cash bonus structure.
Hiring process
- Include links to relevant open-source contributions or technical project write-ups with the application.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
4 часа назад
Senior Machine Learning Engineer, Vision Models
311 850 - 370 000$
7 часов назад
Senior Machine Learning Engineer (Autonomous Vehicles)
150 000 - 250 000$
2 часа назад
Staff Computer Vision Engineer (SLAM)
215 270 - 265 800$
5 часов назад
Senior Machine Learning Engineer, Computer Vision
150 000 - 200 000$
1 час назад
Staff System Software Engineer - Embedded AI & Algorithm (Computer Vision)
160 000 - 183 000$
3 часа назад
Scientist / Senior Scientist, Multimodal AI
179 400 - 330 000$