Senior Computer Vision-Deep Learning Engineer
4 weeks ago
Bonsai Robotics is a pioneering company in the field of agricultural equipment efficiency. Our mission is to create a new ecosystem of semi-autonomous robotic machinery that can revolutionize the way orchards are managed. The current GPS-based autosteer features used in row crops are not applicable in orchards due to their dusty and hazard-filled environment. Our vision, AI, and machine control systems offer human-level environment understanding and local navigation capabilities, making them the perfect platform for innovation in agricultural production and management systems.
Job Overview
We are seeking a highly skilled Deep Learning Engineer to join our team. The ideal candidate will have a strong background in ML modeling, preferably object detection and segmentation. Proficiency in programming languages such as C++ and Python is required. The successful candidate will develop, implement, and optimize custom deep learning models for our robotics systems, focusing on improving performance metrics and increasing efficiency.
Key Responsibilities
Research and develop cutting-edge perception algorithms for autonomous vehicle deployment
Develop and optimize large-scale deep learning models on GPU clusters
Increase the efficiency of deep learning computational processes using methods like quantization and pruning
Collaborate with software and testing teams to integrate and optimize algorithms/modules in simulated and real-world environments
Qualifications
A career in Deep Learning or Computer Vision, demonstrated by practical application in real-world scenarios
Significant publications in leading AI conferences or notable experience in Kaggle competitions
Experience with architectures like YOLO, SSD, U-Net, and Vision transformers
A Ph.D. or equivalent in Computer Science, Electrical/Mechanical Engineering, Physics, Applied Mathematics, Statistics, or a related area
Over two years of experience in deep learning algorithms or within the autonomous driving industry
Proficiency in at least one major deep learning framework (e.g., PyTorch, TensorFlow)
Familiarity with classical computer vision algorithms, particularly multiview geometry
Adept in developing algorithms using C/C++ or Python
Strong commitment to researching, developing, and applying deep learning algorithms to novel problems
Effective communication skills for clear dissemination of information and results
Bonsai Robotics Values
Bonsai Robotics values diversity, inclusivity, and excellence in hiring and encourages candidates from traditionally underrepresented backgrounds to apply. The pay range for this role is $150,000 - $250,000 USD per year.
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