| Onsite :Senior Perception Engineer/Machine Learning/ Computer vision ,San Mateo, CA at San Mateo, California, USA |
| Email: [email protected] |
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http://bit.ly/4ey8w48 https://jobs.nvoids.com/job_details.jsp?id=1953953&uid= Role : Perception engineers Location: San Mateo, CA( Onsite) Visa: Any Mandatory Skills: o 3-4 years of hands-on experience training and deploying deep computer vision models (demonstrated either via industry experience or academic publication record) o Experience with at least one of PyTorch, Tensorflow, Keras or JAX o 3-4 years of Python experience Great-to-haves o Publications in top conferences/journals - e.g. CVPR, NeurIPS, ICCV, ECCV, CoRL, ICML, ICRA, IROS o Experience deploying computer vision models on physical robots o Working with 2D/3D data from sensors like cameras, stereo/depth cameras, LIDAR, radar o Experience training models on the cloud (e.g. on Google Cloud Platform, AWS or Azure) o Experience with foundation models or transformers o Experience with setting up training and validation pipelines o Experience with dataset management, including synthetic data generation Additional screening questions o What is the largest dataset you have worked with What kind of data was it o Have you worked with multi-modal data (e.g fusing data from different sensors like cameras and LIDAR, or combining text+visual data) Further, below is the JD for your reference: About the role We're looking for an experienced perception engineer with a strong computer vision background to join our team. As an early member of our team, you will play a pivotal role in building and shaping the perception capabilities of our robots. You will work on challenging vision problems around manipulation and navigation in outdoor environments. You'll need to thrive in a fast-paced, dynamic startup environment where you'll wear multiple hats and have a direct impact on our product's evolution. Ideally, you have a proven track record of developing and deploying computer vision systems in production, and you're passionate about pushing the boundaries of what's possible with AI. We will expect you to grow with the company over time and take on additional leadership roles. We offer competitive salaries, equity and health/vision/dental coverage, and the opportunity to work on a mission with tremendous climate impact. Responsibilities Develop and deploy state-of-the-art vision models. Help drive our computer vision approach, with particular focus on detection, 6-DOF pose estimation and localization. Integrate and work with multiple sensing modalities (cameras, LIDAR, radar etc). Develop and improve data pipelines, training and validation infrastructure. Research and develop state-of-the-art models to improve perception under challenging and diverse scenarios (bright sunlight, shadows, reflections, occlusions etc.). Optimize training and inference times/memory footprint on GPUs. Integrate, test, and deploy production-ready solutions. Travel to US-based customer sites and provide field support, if required. Collaborate with other teams within the company in a fast-paced environment. What we look for M.S/Ph.D degree in robotics, vision, computer science, mechanical engineering, electrical engineering or other engineering disciplines (or equivalent experience). 4+ years of hands-on experience developing perception solutions for robotic systems. Extensive experience in object detection, pose estimation, mapping and/or localization. Extensive experience in Computer Vision, Machine Learning, Deep Learning, or other relevant areas of Artificial Intelligence (e.g., as evidenced by industry experience, publication record). Extensive experience with Python and common frameworks like PyTorch. Legally authorized to work in the United States. Should be comfortable taking ownership of tasks with light supervision. Must have excellent problem-solving skills. Strong communication skills. Thanks & Warm Regards, Alok Singh | Technical Recruiter TekNavigators Staffing Alok @tek-staffing.com tek-staffing.com linkedin.com/in/alok-singh-8900bb210 -- Keywords: artificial intelligence information technology California Onsite :Senior Perception Engineer/Machine Learning/ Computer vision ,San Mateo, CA [email protected] http://bit.ly/4ey8w48 https://jobs.nvoids.com/job_details.jsp?id=1953953&uid= |
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| 08:25 PM 21-Nov-24 |