Senior Computer Vision Engineer
Description For Senior Computer Vision Engineer
Dexterity is revolutionizing warehouse automation through advanced robotics technology, and they're seeking a Senior Computer Vision Engineer to join their innovative team. This role combines cutting-edge machine learning with practical robotics applications, focusing on developing sophisticated computer vision systems that power their warehouse automation solutions.
The position requires expertise in computer vision and machine learning, particularly in semantic and instance segmentation. You'll be working with modern tools and frameworks like PyTorch and TensorFlow, while also dealing with RGBD datasets and point clouds. The role demands both theoretical knowledge and practical implementation skills, as you'll be responsible for building and optimizing models that need to perform in real-time production environments.
Dexterity offers an exciting opportunity to work on meaningful problems in robotics and automation. Their systems have already processed over 15 million goods in production, demonstrating the real-world impact of their technology. The company is well-funded by prestigious investors like Kleiner Perkins and Lightspeed Venture Partners, indicating strong growth potential and stability.
The ideal candidate will bring strong technical skills in both C++ and Python, experience with cloud infrastructure, and a proven track record of deploying production ML models. You'll be joining a diverse and multidisciplinary team with a culture focused on passion, trust, and dedication. The role offers competitive compensation with a base salary range of $160,000 to $200,000, plus additional benefits and equity opportunities.
This position is perfect for someone who wants to be at the forefront of robotics and automation technology, working on systems that are actively transforming the supply chain industry. You'll have the opportunity to solve complex technical challenges while contributing to technology that has a tangible impact on real-world operations. The role combines the excitement of a fast-growing startup with the stability of a well-funded company, making it an excellent opportunity for career growth and technical development.
Responsibilities For Senior Computer Vision Engineer
- Writing Computer Vision code and building Machine Learning models
- Understanding current systems and their limitations
- Updating and scaling ML pipelines to cover more scenarios and improve accuracy
- Implementing latest developments in semantic segmentation and instance segmentation
- Building highly performant models and serving architectures
- Managing end-to-end process of gathering, augmenting, labeling data and curating datasets
- Training, deploying and troubleshooting models in the field
Requirements For Senior Computer Vision Engineer
- BS/MS in Computer Science, Machine Learning or related discipline, or equivalent experience
- 5 or more years of related work experience
- Experience with OpenCV and Open3D
- Prior experience building, training and deploying production ML models using PyTorch and Tensorflow
- Strong knowledge of Modern C++ and Python
- Experience using profilers and debuggers to optimize code
- Experience building and maintaining production code
- Experience with serving architectures like NVIDIA Triton, TorchServe and Tensorflow Serving, Flask
- Strong academic background and knowledge of ML and academic papers
- Experience with cloud infrastructure (AWS, GCP, Azure)
- Ability to trace and solve problems across interconnected systems
- Experience with Git and modern CI pipelines
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