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Senior Vision Systems Engineer
Luxoft
Bengaluru, IND
Full-time
Senior · 10+ years experience
Discovered 1 months ago
• Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field. • 7-10+ years of experience in computer vision/image processing. • Proven experience shipping at least one consumer product with embedded vision/AI. • Strong C++ expertise (C++14/17/20), including performance optimization. • Strong experience with OpenCV and ML frameworks (PyTorch, TensorFlow, ONNX). • Experience deploying ML models on embedded/edge devices. • Experience with model optimization (quantization, pruning). • Strong understanding of 2D/3D geometry and linear algebra. • Experience working on embedded Linux or Android systems. • Strong debugging and performance profiling skills. • Experience optimizing for power and thermal constraints.
Key Skills for This Role
• Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field. • 7-10+ years of experience in computer vision/image processing. • Proven experience shipping at least one consumer product with embedded vision/AI. • Strong C++ expertise (C++14/17/20), including performance optimization. • Strong experience with OpenCV and ML frameworks (PyTorch, TensorFlow, ONNX). • Experience deploying ML models on embedded/edge devices. • Experience with model optimization (quantization, pruning). • Strong understanding of 2D/3D geometry and linear algebra. • Experience working on embedded Linux or Android systems. • Strong debugging and performance profiling skills. • Experience optimizing for power and thermal constraints.
Full Job Posting
Responsibilities
- Design and implement advanced computer vision and image processing pipelines optimized for real-time consumer devices. • Collaborate with ISP, sensor, and tuning teams to optimize image quality for downstream AI and UX performance. • Develop and deploy ML models for visual recognition, enhancement, tracking, or scene understanding. • Optimize ML models for edge deployment (quantization, pruning, distillation, hardware-aware tuning). • Implement performance-critical algorithms in modern C++ for embedded platforms. • Optimize for latency, power consumption, memory footprint, and thermal constraints. • Integrate inference engines (TFLite, TensorRT, ONNX Runtime, etc.) on target SoCs. • Work closely with Android/Linux platform teams to integrate camera and AI pipelines. • Define and track KPIs: FPS, power usage, memory, startup time, and accuracy. • Profile and optimize performance across CPU/GPU/NPU/DSP. • Drive debugging of complex system-level issues in production builds. • Ensure robust unit testing and contribute to automated validation pipelines. • Mentor engineers and review architecture/design proposals. • Support product bring-up and mass production readiness.
Skills
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field. • 7-10+ years of experience in computer vision/image processing. • Proven experience shipping at least one consumer product with embedded vision/AI. • Strong C++ expertise (C++14/17/20), including performance optimization. • Strong experience with OpenCV and ML frameworks (PyTorch, TensorFlow, ONNX). • Experience deploying ML models on embedded/edge devices. • Experience with model optimization (quantization, pruning). • Strong understanding of 2D/3D geometry and linear algebra. • Experience working on embedded Linux or Android systems. • Strong debugging and performance profiling skills. • Experience optimizing for power and thermal constraints.
About Luxoft
Technology10,001+Founded 2000
Global IT services and consulting company
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