Senior Software Visionary
3 days ago
A top industrial automation company is seeking a skilled software engineer to own software modules for video capture, preprocessing, inference, and post processing on Linux.
Key Responsibilities- Implement image processing pipelines and computer vision algorithms.
- Build and optimize distance estimation from monocular/stereo cameras using calibration, geometry, and/or depth-estimation networks.
- Integrate machine learning models for driver monitoring and ADAS events.
- Hit real-time targets on CPU/GPU/NPU using SIMD/NEON, multithreading, zero-copy buffers.
- Write clean, testable code in C++ and Git-based workflows.
- Instrument logging/telemetry; debug with gdb/addr2line, sanitize and profile with perf/valgrind.
- 2+ years experience in modern C++ on Linux, with strong Git and CMake.
- Solid image processing and computer vision foundations.
- Practical experience integrating CV/ML models on device.
- Experience building real-time pipelines for live video, optimizing for latency & memory.
- Competence in multithreading/concurrency, lock-free queues, and producer-consumer designs.
- Experience with driver monitoring or ADAS features.
- Knowledge of monocular depth estimation, stereo matching, or structure from motion.
- Model training exposure: augmentation, evaluation, quantization/pruning, conversion to ONNX/TensorRT/NCNN.
- Hardware acceleration (GPU/VPU/NPU), YOLO/RT DETR/Lightweight backbones on edge.
- Cross-compiling, containerized toolchains; unit tests, static analysis, sanitizers.
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