Senior ML Researcher - ML for Networking Systems

Posted 20 June 2024
Salary Negotiable
LocationZurich
Job type Contract
Reference106904_1718900602
Contact NameNathan Wills

Job description

Responsibilities :

๐Ÿ’ป Conduct innovative research in applying machine learning to enhance networking systems and protocols.

๐Ÿง  Design, develop, and evaluate ML algorithms to optimise network performance, latency, and power.

๐Ÿ”ฌ Innovate and develop new technologies in ML for networking systems.

๐Ÿ“ Produce research papers and white papers on current developments and future directions.

๐Ÿค Establish and maintain research partnerships with leading universities and professors.

๐Ÿง‘โ€๐Ÿซ Mentor and guide junior researchers and interns.Requirements ๐Ÿ“‹

๐Ÿ“š PhD/MSc in Computer Science, Electrical Engineering, or related fields.

๐Ÿง  Specialisation in Machine Learning and Computer Architecture.

๐Ÿ“ˆ Proven track record of publishing research papers in prestigious conferences or journals.

๐Ÿ’ป Proficiency in Python, TensorFlow, and PyTorch.

Requirements:

  • ๐Ÿ” Research experience/knowledge in areas like:Machine learning model for workload characterisation
  • Distributed ML, DNN, and LLM
  • Memory sub-system arrangement
  • Network architecture and networking systems
  • High-performance computing system architecture
  • ๐Ÿ“ข Excellent communication, presentation, and reporting skills.
  • ๐Ÿค Strong interpersonal and collaborative skills.
  • โœจ Creativity and ability to think outside the box.

What We Offer ๐ŸŽ

๐Ÿ’ฐ Highly competitive salary and benefits package.

๐Ÿš€ Opportunity to lead cutting-edge projects in a dynamic sector.

๐ŸŒ Budget for conferences, courses, and connections with top-tier professors.

๐Ÿ› ๏ธ Access to cutting-edge tools and technologies.