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湾区创业公司多个职位open: AI/ML software engineer, GNSS/INS navigation software engineer
联系方式: contact@polyexplore.com
https://www.linkedin.com/hiring/jobs/3703173632/detail/
https://www.linkedin.com/hiring/jobs/3705202947/detail/
https://www.linkedin.com/hiring/jobs/3700698868/detail/
About the Company: The hiring company is a fast-growing startup in Silicon Valley. They are developing hardware and software solutions for autonomous systems include cars, UAVs, and robots. The company is backed by major venture capitals and just received funds for mass production of their products. Support H1B and Green card application.
AI/ML Software Engineer –Computer Vision
Responsibilities - Research, develop, and deploy state-of-the-art Deep Neural Networks and Machine learning workflows for 3D point cloud /2D image-based feature extraction.
- Develop Machine Learning algorithms from requirement gathering, data cleaning, experimentation to all the way to deploying a scalable application on the cloud.
- Work with diverse data-domain. E.g. Camera data, Lidar point clouds, GPS, and other vehicle signals timeseries.
- Work closely with cross-functional teams, including perception, and planning & control teams to ensure seamless integration of different components of the autonomous driving system.
- Maintain clear and comprehensive documentation of all algorithms, experiments, and development processes to facilitate knowledge sharing and future improvements.
Qualifications; - Masters or PhD in Computer Science / Robotics Engineering, Electrical Engineering
- Strong proficiency in programming languages such as Python, C++, or similar for algorithm development and implementation.
- Knowledge of OpenCV, TensorFlow/PyTorch, Scikit-learn, Pandas, Matplotlib, Seaborn, Point Cloud Library, Numpy, etc.
- Experience with LiDAR data processing.
- Experience with deployment tools: Docker, AWS, SQL, Git, Linux etc.
- Ability to write clean, efficient, and maintainable code along with version control practices using tools like Git.
- Demonstrated ability to approach complex problems creatively and independently, propose innovative solutions, and adapt to changing requirements.
Excellent communication skills and the ability to collaborate effectively within a diverse and interdisciplinary team.
Job Title: Senior GNSS-INS Navigation Engineer
Responsibilities - Developing state of the art and beyond INS navigation algorithms for ADAS systems and autonomous vehicles
- Apply expertise in inertial navigation systems to drive R&D efforts and new product introduction projects in alignment with strategic plans
- Generate concepts, detailed designs, analyses, and test results to realize inertial sensor innovations necessary to achieve business objectives
- Implement GNSS/INS algorithms with automotive-grade sensors
- Integrate embedded software with the rest of the autonomous system
Qualifications - MS or PhD degree in Electrical, Aeronautical, Systems, or related Engineering discipline
- Experience with Inertial Sensor technologies (e.g. accelerometers, gyroscopes, barometers, microphones, etc.); preferably MEMS-based sensors
- Experience implementing algorithms and models in software using C or C++ programming languages
- Background in or experience working with inertial navigation systems, GPS/GNSS technology, modern estimation (particularly Kalman filters),
- Familiarity with automotive-grade inertial sensors
- A background in developing positioning technology for automotive applications would also be beneficial
- 5+ years work experience
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