Senior Computer Vision Engineer

19 hours ago

Mumbai, Maharashtra, India beBeeVision Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Computer Vision Expert Sought

As a critical member of our systems and R&D team, you will be responsible for developing cutting-edge computer vision solutions.

The ideal candidate will have expertise in image signal processor (ISP), video codec hardware as well as advanced algorithms for computer vision and image/video processing.

Responsibilities:
  1. Develop and/or optimize depth estimation and optical flow algorithms to enable key applications across mobile, AR/VR, and automotive platforms.
  2. Research and develop power-efficient computer vision algorithms, deep learning architectures, and models for AI-enabled camera, video, AR/VR products.
  3. Develop or optimize image processing and computer vision algorithms for HW acceleration.
  4. Collaborate with product teams for commercialization, including solution optimization, performance profiling, and benchmarking.
Required Skills:
  • Proficiency in programming languages such as Python (NumPy, OpenCV, TensorFlow, PyTorch) for developing computer vision algorithms and applications. Knowledge in C++ is a plus.
  • Strong understanding of computer vision fundamentals, including image processing techniques (filtering, morphological operations), feature extraction (SIFT, HOG, Optical Flow), object detection (YOLO, SSD, R-CNN), segmentation (U-Net, Mask R-CNN), and tracking.
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, Keras, and OpenCV for developing and deploying deep neural networks for computer vision tasks.
  • Knowledge of popular deep learning architectures for computer vision, such as CNNs, RNNs, GANs, & Transformer models.
  • Strong mathematical foundations, including linear algebra, calculus, probability theory, and optimization techniques (e.g., gradient descent, Adam optimizer) used in ML algorithms.
  • Prior exposure to cloud platforms (preferably AWS) to deploy data pipelines and to use tools/services like AWS SageMaker, Kinesis, MLFlow etc.
  • Exposure to Generative AI algorithms for Computer Vision like Stable Diffusion is a plus.
  • Experience with GPU programming and optimization using CUDA or OpenCL for accelerating deep learning computations is highly desirable.
  • Proficient in using computer vision libraries and tools for feature extraction, image registration, and object recognition.
Benefits:
  • Collaborative work environment with experienced professionals.
  • Opportunities for growth and professional development.
  • Competitive salary and benefits package.
Others:

Please note that this position requires a strong background in computer vision and machine learning. If you are passionate about developing innovative solutions and working with a talented team, we encourage you to apply.

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