AI/ ML Architect

7 days ago

pune, India Applycup Hiring Solutions | Recruitment & Staffing Agency Full time

Job Description


Work Experience: 8 - 12 years

Location: Pune


Roles & Responsibilities:


  • 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.


Required Qualification:

  • 8-10 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.

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