2 часа назад
Senior Computer Vision Engineer (Robotics)
160 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Computer Vision Engineer (Robotics): Building and scaling computer vision code, machine learning models, and low-latency serving pipelines for warehouse automation robots with an accent on semantic and instance segmentation, RGBD data, point clouds, and production deployment. Focus on designing performant models and serving architectures, optimizing C++ and Python systems, and solving end-to-end challenges across data curation, training, deployment, and field troubleshooting.
Location: Redwood City, United States; on-site
Salary: $160,000–$200,000 per year
Company
develops full-stack, software-driven robotics systems for warehouse automation, including robots that pick, move, pack, and collaborate with people.
What you will do
- Write computer vision code and build machine learning models for robotics use cases.
- Develop and implement semantic and instance segmentation solutions using PyTorch and TensorFlow.
- Update and scale machine learning pipelines to support more scenarios and improve model accuracy.
- Build low-latency, high-performance models and serving architectures approaching real-time inference.
- Manage the end-to-end workflow from data gathering, augmentation, labeling, and curation through training, deployment, and field troubleshooting.
- Trace and solve problems across interconnected systems, pipelines, and applications.
Requirements
- BS/MS in Computer Science, Machine Learning, or a related discipline, or equivalent experience, plus 5+ years of related work experience.
- Experience with OpenCV, Open3D, RGBD datasets, point clouds, and production computer vision or machine learning systems.
- Experience building, training, and deploying production ML models from scratch with PyTorch and TensorFlow.
- Strong knowledge of modern C++ and Python, including code optimization with profilers and debuggers.
- Experience with serving architectures such as NVIDIA Triton, TorchServe, TensorFlow Serving, and Flask, as well as cloud training and serving pipelines on AWS, GCP, or Azure.
- Experience with production code, Git, modern CI pipelines, and solving issues across interconnected systems.
Nice to have
- Experience with Docker and Kubernetes.
- Previous startup experience.
Culture & Benefits
- Work on robotics designed to reduce repetitive and physically difficult warehouse work.
- Collaborate in a diverse, multidisciplinary engineering environment.
- Compensation may include comprehensive benefits and equity, depending on eligibility.
- Work with production robotics systems that have picked more than 15 million goods.
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