US company providing embedded device with DepthAI/ML/computer vision technology.

Responsibilities

• Collaborate with clients and work on state-of-the-art neural networks, their optimization, and deployment on edge devices
• Work on various projects, including lightweight models for assistance in autonomous navigation, neural assisted depth estimation, or even simple object detection
• Help manage tools that aim to bring Spatial AI to everyone
• Investigate different approaches of fusing depth information to improve specific tasks
• Help clients curate data collection for model improvement

Requirements

1. 5+ years relevant experience
2. Python expert with a passion for computer vision
3. Strong knowledge of ML algorithms
4. Web technologies (overview understanding)
5. Multithreading and multiprocessing
6. Experience with industry-recognized ML frameworks (PyTorch, TF, …) for computer vision and related libraries (Numpy, Pandas, Pillow, OpenCV, ...)
7. Strong understanding of the math behind ML algorithms
8. Basic knowledge of computer vision methods
9. Basic knowledge of Linux and Git

Good to have

1. Experience in deploying and maintaining machine learning models to edge
2. Experience with cloud platforms
3. Knowledge of C++ and ROS
4. Familiarity with ONNX and OpenVINO
5. Experience in Unity