Senior Vision Systems Engineer
DXC Luxoft
Description du poste
About the role
Design, optimise and productise high‑performance computer vision and AI pipelines for consumer devices, with a focus on real‑time performance, power efficiency and production robustness across embedded platforms.
Key responsibilities
- Design and implement advanced computer‑vision and image‑processing pipelines optimised for real‑time consumer devices.
- Collaborate with ISP, sensor and tuning teams to optimise image quality for downstream AI and UX performance.
- Develop and deploy ML models for visual recognition, enhancement, tracking or scene understanding, and optimise them for edge deployment.
- Implement performance‑critical algorithms in modern C++ for embedded platforms, targeting latency, power, memory and thermal constraints.
- Integrate inference engines (TFLite, TensorRT, ONNX Runtime, etc.) on target SoCs and work with Android/Linux platform teams.
- Define and track KPIs such as FPS, power usage, memory, startup time and accuracy, and profile performance across CPU/GPU/NPU/DSP.
- Mentor engineers, review architecture proposals and support product bring‑up and mass‑production readiness.
Required profile
- Bachelor's or Master's degree in Computer Science, Electrical Engineering or related field.
- 7‑10+ years of experience in computer vision/image processing and shipping at least one consumer product with embedded vision/AI.
- Strong C++ expertise (C++14/17/20) and performance optimisation skills.
- Extensive experience with OpenCV and ML frameworks such as PyTorch, TensorFlow and ONNX.
- Proven experience deploying and optimising ML models on embedded/edge devices.
- Solid debugging and performance‑profiling abilities on embedded Linux or Android systems.
Required skills
- C++14/17/20
- OpenCV
- PyTorch, TensorFlow, ONNX
- Model optimisation (quantisation, pruning, distillation)
- Embedded Linux and Android platforms
- Performance profiling and power/thermal optimisation
- CUDA, OpenCL, Vulkan, OpenGL ES, SIMD
- Camera calibration and ISP interaction
- Android Camera HAL, Yocto‑based systems
- AR, computational photography, video processing, multi‑camera systems
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DXC Luxoft
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