Machine Learning & Computer Vision Algorithm Engineer
Core
Design and productize deep learning-based solutions for computer vision and image processing problems impacting real-world Samsung products.
Role type
Senior IC machine learning engineer (computer vision & optimization)
Builds
Neural network compression, pruning, quantization, and architecture search algorithms for Samsung flagship products
Domain
Consumer electronics / Computer vision / Deep learning
Deliverable
production ML models
Required skills
Neural network optimization, network pruning, quantization, dynamic/conditional computing, hardware-aware algorithms, network architecture search (NAS), academic writing, Python/C++
Preferred skills
Computer vision, image processing, hardware development (via careerplan.io/jobs/D4-005-A3-E6B-machine-learning-computer-vision-algorithm-engineer-at-samsung-research-and-development-ce)
Technologies
Deep learning frameworks, neural network compression tools
Responsibilities
Develop algorithms for network pruning and quantization; Develop dynamic/conditional computing neural networks algorithms; Develop HW-aware neural networks compression and network architecture search (NAS) algorithms; Collaborate with HW and SW architects to analyze solutions and identify execution weaknesses; Write academic papers
