Job Description
Location: Pune
Work Experience: 8-12 years
Roles and Responsibilities
- 8-12 years of experience with real-world system building, including design, coding (C++/Python), and evaluation/testing (C++/Python).
- Solid experience in 2D / 3D Computer Vision algorithms, Machine Learning, and Deep Learning fundamentals – Theory & Practice.
- Hands-on experience with Deep Learning frameworks like Caffe, TensorFlow or PyTorch.
- Hands-on experience with DLIB , Media pipe, etc.
- Expert level knowledge in any of the courses related to Signal Data Processing / Autonomous software development (Perception, Localization, Prediction, Planning), multi-object tracking, sensor fusion algorithms, and familiarity with Kalman filters, particle filters, clustering methods, etc.
- Good project management and execution capabilities, as well as good communication and coordination ability.
- Bachelor’s degree in Computer Science, Computer Engineering, or related fields.
- Contribute to the overall strategic planning and vision of the company.
- Minimum 4 years of experience working L1/L2 ADAS system algorithm development like DMS, surround view, FCWS, etc.
- Experience working with Automotive SOCs from Ambarella, NVIDIA, Renesas, TI or NXP.
- Good at software development with excellent analytical, development, and problem-solving skills.
- Strong understanding of Machine Learning & Image processing fundamentals.
- Hands-on experience with deep learning network design and implementation.
- Experience in neural network quantization, compression, and pruning algorithms.
- Experience in deep learning kernel/compiler optimization.
- Strong communication skills.