CV / ML Software Engineer

About the Company : A Top Industrial Automation Company which is part of a Top Engineering Group

Key Responsibilities

• Own C++ software modules for on device video capture, preprocessing, inference, and post processing on Linux.
• Implement classical image processing pipelines (denoise, resize, color space, undistortion) and CV algorithms (keypoints, homography, optical flow, tracking).
• Build and optimize distance / spacing estimation from monocular / stereo camera(s) using calibration, geometry, and / or depth‑estimation networks.
• Integrate ML models (PyTorch / TensorFlow → ONNX / TensorRT / NNAPI / NPU runtimes) for DMS / ADAS events : drowsiness, distraction / gaze, phone‑usage, smoking, seat belt, etc.
• Hit real time targets (FPS / latency / memory) on CPU / GPU / NPU using SIMD / NEON, multithreading, zero copy buffers.
• Write clean, testable C++, CMake builds, and Git based workflows (branching, PRs, code reviews, CI).
• Instrument logging / telemetry; debug with gdb / addr2line, sanitize and profile with perf / valgrind.
• Collaborate with data / ML teams on dataset curation, labeling specs, training / evaluation, and model handoff.

Role Expectations

Please share your resumes at bhawna@marketscope.in