Machine Learning & Computer Vision Algorithm Engineer

Samsung Research and Development Center Israel; United States; On-site; USD 120,000 - 180,000; Full time

Job summary

Samsung Israel Research Center in Tel Aviv is seeking talented researchers to advance next‑generation imaging technologies. You will work on computer vision and image signal processing while collaborating with HW and SW engineers on high‑impact projects used by millions worldwide.

The role focuses on developing network pruning and quantization, dynamic/conditional computing, and HW‑aware neural network compression. You will write academic papers and contribute to cutting‑edge algorithms.

Qualifications

• M.Sc./Ph.D. in Electrical Engineering, Computer Science, Physics, etc.
• Experience in machine learning and neural networks
• Good English, including technical writing
• Excellent self-learning capabilities and team collaboration skills

Responsibilities

• Develop algorithms for network pruning and quantization
• Develop dynamic/conditional computing (input-dependent) neural networks algorithms
• Develop HW‑aware neural networks compression and network architecture search (NAS) algorithms
• Collaborate closely with HW and SW architects to analyze solutions and identify execution weaknesses and opportunities
• Write academic papers

Skills

Machine learning

Neural networks

Coding skills

Technical writing

Self-learning

Team collaboration

Computer vision

Image processing

HW development

Network optimization

Education

M.Sc./Ph.D. in Electrical Engineering, Computer Science, Physics, etc.

Job description

Samsung Israel Research Center

Samsung Israel Research Center (SIRC) is an innovation hub for developing next-generation imaging technologies. As part of the Samsung Semiconductor business, our team focuses on creating cutting‑edge computer vision and image signal processing algorithms and HW accelerators.

Our Work

We design and productize deep learning based innovative solutions for computer vision and image processing problems which have a direct impact on real-world products used by millions worldwide. Our Algorithms teams closely collaborates HW and SW engineers to develop high‑impact projects that showcase creativity, passion, and technical expertise.

The Office

Our team is located in Midtown Tel Aviv. At least three days per week in the office.

What will you do?

• Develop algorithms for network pruning and quantization
• Develop dynamic/conditional computing (input-dependent) neural networks algorithms
• Develop HW‑aware neural networks compression and network architecture search (NAS) algorithms
• Collaborate closely with HW and SW architects to analyze solutions and identify execution weaknesses and opportunities
• Write academic papers

What are we looking for?

• M.Sc. / Ph.D. in Electrical Engineering, Computer Science, Physics, etc.
• Experience in machine learning and neural networks
• Experience with network optimization algorithms (great advantage)
• Computer Vision and image processing experience (advantage)
• Familiarity with HW development (advantage)
• Excellent coding skills! (a must)
• Good English, including technical writing
• Excellent self-learning capabilities and team collaboration skills