1 E Learning Software jobs in the United Arab Emirates
Lead Machine Learning, Computer Vision Software Engineer
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Project description
Our client, a leading manufacturer of high-end household appliances, is expanding into new smart product lines. As part of this strategic initiative, a large‑scale global program is being implemented across the company's IP portfolio. This includes the development of new embedded software, enhancements to cloud infrastructure.
Responsibilities- Work directly with computer vision perception engineers, and camera ISP engineers
- Define the image quality requirements for customer use cases
- Develop image processing algorithms to optimize camera image quality for performance improvement of computer vision applications
- Develop custom ML models for visual recognition and train them from scratch
- Quantize and prune ML models
- Evaluate data using relevant metrics to increase model performance
- Implement computer vision/image processing algorithms in fast/optimal C++ code
- Implement heuristic/math algorithms and probabilistic methods for camera AI
- Research existing C++ solutions for CV logic
- Develop cross‑platform C++ code
- Cover algorithms and CV code with unit tests
- Ramp up on new technologies related to CV/ML/algorithms (not R&D)
- Integrate machine learning modules into algorithms
- Bachelor's Degree or greater in Computer Science, Software Engineering, or related field
- 3‑5 years of experience developing computer vision applications/algorithms
- Participated in at least 2 image processing / computer vision projects and 1 productized
- Image processing / computer vision background/understanding
- Strong C/C++ experience
- Experience with OpenCV and ML frameworks such as PyTorch, TensorFlow, TensorFlow Lite
- Deep understanding of neural network architectures
- Experience working with embedded devices in C++ on Linux
- Good understanding of geometry (2D/3D) and algebra
- Desire to learn new technologies
- Desire to follow test‑driven development (in CV/ML as well)
- Experience with machine learning integration, inference engines
- General machine learning understanding
- Experience building for Android/Yocto
- Experience/understanding of OpenCL/cuD, or OpenGL/Vulkan (shaders) and desire to learn other SIMD languages
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