Machine Learning Software Developer

3 days ago

Solapur, Maharashtra, India beBeeSoftware Full time ₹ 80,00,000 - ₹ 1,50,00,000
Job Title: Software Engineer

We are seeking a highly skilled software engineer to join our team. The successful candidate will be responsible for developing and optimizing C++ software modules for on-device video capture, preprocessing, inference, and post-processing on Linux.

Key Responsibilities:
  • Design and implement classical image processing pipelines and computer vision algorithms for applications such as keypoint detection, homography estimation, and optical flow.
  • Develop machine learning models for various events, including drowsiness detection, distraction/gaze monitoring, and phone usage tracking.
  • Meet real-time targets for performance, latency, and memory usage on CPU/GPU/NPU using advanced techniques such as SIMD/NEON and multi-threading.
  • Write clean, testable code in C++, CMake, and Git-based workflows.
Requirements:
  • At least 2 years of hands-on experience in modern C++ on Linux, with strong Git and CMake skills.
  • Solid foundation in image processing and computer vision concepts, including camera models, intrinsics/extrinsics, and distortion correction.
  • Practical experience integrating computer vision and machine learning models on device, including OpenCV and ONNX Runtime/TensorRT/NCNN/MediaPipe/NNAPI.
  • Experience building real-time pipelines for live video processing, optimizing for latency and memory usage.
  • Proficiency in multithreading/concurrency, lock-free queues, and producer-consumer designs.

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