Software Engineer

2 weeks ago

Thāne, Maharashtra, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Description

We are seeking a skilled software engineer with expertise in computer vision and machine learning to join our team.

About Us:

We are a leading provider of industrial automation solutions, part of a renowned engineering group. We strive to deliver cutting-edge technology that drives innovation and growth.

Key Responsibilities:

  • Develop and optimize C++ software modules for on-device video capture, preprocessing, inference, and post-processing on Linux.
  • Implement classical image processing pipelines and CV algorithms for keypoint detection, homography estimation, optical flow, and tracking.
  • Build and integrate ML models for DMS/ADAS events: drowsiness, distraction/gaze, phone-usage, smoking, seat belt, etc.
  • Collaborate with data/ML teams on dataset curation, labeling specs, training/evaluation, and model handoff.

Role Expectations:

  • 2+ years hands-on experience in modern C++ on Linux, with strong Git and CMake.
  • Solid image processing and computer-vision foundations (camera models, intrinsics/extrinsics, distortion, PnP, epipolar geometry).
  • Practical experience integrating CV/ML models on device (OpenCV + ONNX Runtime/TensorRT/NCNN/MediaPipe/NNAPI).
  • Experience building real-time pipelines for live video (GStreamer/FFmpeg, RTSP/RTMP, ring buffers), optimizing for latency & memory.
  • Competence in multithreading/concurrency, lock-free queues, and producer-consumer designs.
  • Knowledge of monocular depth estimation, stereo matching, or structure from motion for distance estimation.
  • Cross compiling, Yocto/Buildroot, containerized toolchains; unit tests (gtest), static analysis (clang tidy, cppcheck), sanitizers.

Skills and Qualifications:

  • Proficiency in C++, Python, and Linux.
  • Strong understanding of computer vision and machine learning fundamentals.
  • Experience with OpenCV, PyTorch, TensorFlow, and ONNX Runtime.
  • Knowledge of GStreamer, FFmpeg, and RTSP/RTMP.
  • Familiarity with multithreading, concurrency, and lock-free queues.

Benefits:

  • Opportunity to work with a leading provider of industrial automation solutions.
  • Chance to develop skills in computer vision and machine learning.
  • Collaborative and dynamic work environment.

How to Apply:

Please submit your resume and cover letter to us.

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