Senior Quantization Software Engineer

Join the cutting-edge team at Samsung R&D Center as we embark on shaping the future of technology today. Beyond merely envisioning the horizon, we are actively pushing boundaries in various key areas of innovation. Samsung is committed to pioneering continuous advancements, delivering value to society, and fostering an environment where our employees can fully unleash their talents, creativity, and passion. Join us in building the tomorrow we envision,

The Group

Our Deep Learning group is dedicated to developing cutting-edge AI HW & SW solutions for computer vision in the embedded world. We play a major role in the development and integration of key features for smartphones, the automotive industry, and more.

What will you do?

As a Senior Quantization Software Engineer, you will join our highly skilled software team to develop state-of-the-art software and infrastructure used by Samsung teams worldwide for productizing deep learning models on embedded systems. Your responsibilities will include:

• Designing and implementing advanced quantization software.
• Investigating and debugging challenging quantized model’s accuracy issues.
• Driving cross-functional collaboration with algorithm developers and hardware architects.
• Supporting and guiding junior team members in improving and debugging quantization software.

Requirements

• Bachelor's degree in Electrical Engineering, Computer Engineering, or equivalent.
• Experienced Python 3.x developer (5 years)
• Proven experience developing neural network models related tools (5 years)
• Proven experience in SW Design and Architecture

Preferred Qualifications:

• Experience with neural network quantization processes.