Senior Machine Learning Engineer

7 days ago

Tel Aviv, Tel Aviv, Israel Samsung Research and Development Center Israel Full time

Samsung R&D Center is looking for a Senior Machine Learning Engineer to join us.

Samsung Israel Research Center (SIRC) is shaping the world of tomorrow, today. Focusing beyond the horizon and pushing exciting developments in many key areas of technology. Samsung is creating a new era of continuous innovation, bringing value and contribution to society and creating a workplace where our employees can enjoy making the most of their talent, creativity and passion. 

About AFSL

The Samsung Advanced Flash Solution Lab (AFSL) is part of Samsung's memory business, the world's largest manufacturer of memory and storage devices for mobile, data center and enterprise markets. In this highly competitive field, innovation is critical for the success of next generation products.

Our mission at AFSL is to augment Samsung's memory products with the newest innovative algorithms, improving their capacity and performance many-fold, and to create next generation technology.

We are a team of scientists and engineers that build on the latest advancements in our fields to invent new methods and applications of machine learning, signal processing and security.

What will you do

In this role, you will take part in the development of a novel AI-based cybersecurity technology designed to protect against potential threats targeting storage devices manufactured by Samsung.

  • Design and apply algorithms based on machine learning and signal processing.
  • Take part in the entire research cycle: the idea phase, collecting and analyzing the data, writing simulations, exploring algorithmic approaches, building proofs-of-concept and finally take part at designing the product.
  • Communicate the results of your work to other team members by preparing intelligible reports that include clear visuals, analysis and explanations.
  • Share you work in external conferences, journals and patent submissions.
  • Communicate with hardware and firmware designers that will implement the algorithm in the storage devices.
  • Gain knowledge on storage cybersecurity threads. 
  • Gradually acquire an increasing knowledge of memory systems, which will let you identify bottlenecks and opportunities, and suggesting new project ideas.
Requirements
  • Ph.D./M.Sc. in Computer Science, Electrical Engineering or a related field
  • Experience in leading ML projects to production
  • 10+ years of work experience with primary emphasis on AI research
  • Proficiency in Python and ML packages
  • Experience in designing HW based algorithms – an advantage

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