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This job is a Lead Machine Learning Software Engineer focusing on computer vision for smart appliances. You might like this job because you'll develop cutting-edge algorithms and work with a team to enhance image quality for innovative tech products!
Undisclosed
Remote Malaysia Malaysia, Kuala Lumpur
Full-Time
1 week ago
Job Description
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 optimizing the camera image quality for performance improvement of computer vision applications
Develop custom ML models for visual recognition and training it from scratch
Quantization and pruning the ML models
Data evaluation using relevant metrics to increase the 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 unitest
Ramp up on new technologies related to CV/ML/algorithms (not R&D)
Integrate machine learning modules into algorithms
Skills
Must have
Bachelor's Degree or greater in Computer Science, Software Engineering, or related field.
3-5 years of experience developing computer vision applications/algorithms
Participate in at least 2 image processing / computer vision projects and 1 of them 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 to work with embedded devices in C++ on Linux
Decent understanding geometry 2D/3D and algebra
Desire to learn new technologies
Desire to follow test driven development(in CV/ML too)
Nice to have
Experience with machine learning integration, inference engines
Machine learning general understanding
Building for Android/Yocto experience
OpenCL/cuda or OpenGL/Vulkan(shaders) experience/understanding and desire to learn or any different SIMD language
Other
Languages
English: C1 Advanced
Seniority
Lead
Job Requirements
Company Benefits
Friendly environment
Enjoy coming to a workplace where you’re treated with respect within a multicultural team.
Corporate celebrations
Take part in fun, international social activities organized for your location.
Mobility Hub
Open the door to new career opportunities by transferring to new projects or teams.
Self-learning library
Dive into a wealth of learning that’s at your fingertips with our vast online library of eBooks and resources.
Work-life balance
Support your (me-time) by setting up a flexible working arrangement.
Employee health and well-being
Take advantage of health programs, diversity and inclusion events and sporting activities to keep you fit and well.
Additional Info
Company Activity
Last active - few days ago
Experience Level
0 - 10 Years of Experience
Job Specialisation
Company Profile
