Senior Software Engineer

2 weeks ago

Ajmer, Rajasthan, India beBeeComputerVision Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Machine Vision Specialist

About a Top Industrial Automation Company which is part of a Top Engineering Group.

As a machine vision specialist, you will be responsible for owning software modules that integrate computer vision algorithms for real-time video processing on Linux.

  • Implement image processing pipelines and develop computer vision algorithms to meet business objectives.
  • Build and optimize distance/spacing estimation from monocular/stereo cameras using calibration, geometry, and/or depth-estimation networks.
  • Integrate ML models 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, multi-threading, zero copy buffers.
  • Write clean, testable C++, CMake builds, and Git based workflows.
  • 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 hand-off.
Key Requirements
  • 2+ years hands-on experience in modern C++ on Linux, with strong Git and CMake.
  • Solid foundation in image processing and computer vision principles.
  • Practical experience integrating CV/ML models on device.
  • Experience building real-time pipelines for live video.
  • Competence in multithreading/concurrency, lock-free queues, and producer-consumer designs.
  • Comfort with debugging & profiling on Linux targets.
  • Knowledge of monocular depth estimation, stereo matching, or structure from motion for distance estimation.
  • Model training exposure.
  • Hardware acceleration, YOLO/RT DETR/Lightweight backbones on edge.
  • Cross compiling, Yocto/Buildroot, containerized toolchains.
  • Basic familiarity with MQTT/IoT, message schemas, and over the air updates.

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