2 часа назад
Head of Computer Vision and Machine Learning (Robotics)
160 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Head of Computer Vision and Machine Learning (Robotics): Leading computer vision and machine learning engineering for full-stack warehouse robotics systems with an accent on semantic and instance segmentation, RGBD datasets, point clouds, and production-scale model pipelines. Focus on architecting training and serving infrastructure, building regression systems, optimizing C++ and Python models, and deploying machine learning capabilities within complex robotic systems.
Location: Redwood City, United States; on-site
Salary: $160,000–$220,000 annually
Company
develops software-driven, hardware-agnostic robotics systems for warehouse automation that pick, move, pack, and collaborate with humans.
What you will do
- Lead a team of computer vision and machine learning engineers working on robotics vision and data analysis initiatives.
- Define architecture and guide development of computer vision and machine learning models for current and future robotics products.
- Develop semantic and instance segmentation solutions using platforms such as PyTorch or TensorFlow.
- Oversee the end-to-end process of gathering and augmenting data, creating balanced training, validation, and regression datasets, and evaluating model performance.
- Architect and scale model training pipelines and serving infrastructure.
- Mentor developers and identify additional opportunities to apply machine learning across the robotics system.
Requirements
- MS or PhD in Computer Science, a related discipline, or equivalent experience.
- At least 2 years of experience leading a team of computer vision or machine learning engineers.
- At least 5 years of experience building ML datasets, data pipelines, and serving architecture.
- Strong knowledge of modern C++ and Python, including optimized production code.
- Experience with RGBD datasets, point clouds, model architecture, training pipelines, and serving infrastructure at scale.
- Experience creating high-quality models, tests, and regression pipelines.
Nice to have
- Experience with Docker and Kubernetes.
- Experience with AWS, GCP, Azure, or similar cloud infrastructure for training and serving pipelines.
Culture & Benefits
- Work on intelligent robots and warehouse automation systems.
- Opportunity to contribute to products already operating in production.
- Compensation may include equity grants, benefits, and other incentives depending on eligibility.
- Eligible employees may receive access to benefits and wellness resources according to company policies and role location.
- Inclusive workplace with a stated commitment to equal opportunity and diversity.
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