Machine Learning Engineer

A global company, the world's largest manufacturer of memory and storage solutions for mobile phones, personal computers, servers, and data centers.

Specializing in the development of processors and sensors in the field of image and video processing, as well as producing memory cards and cameras embedded in various mobile devices.

The company is located in Tel Aviv near the railway line, employing 400 workers in Israel and incorporating daily remote work.

Responsibility

• 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
• Design and apply algorithms, based on time series models, other fields in 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.
• 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 identifying bottlenecks and opportunities, and suggesting new project ideas.

Requirements

• Ph.D./M.Sc. in Computer Science, Electrical Engineering or a related field
• Track record of publishing papers in high quality conferences such as NeurIPS and ICML
• 5+ years of work experience with primary emphasis on AI research
• Proficiency in Python and ML packages