Senior ML Researcher - ML for Networking Systems

Posted 14 August 2024
Salary Negotiable
LocationZurich
Job type Contract
Reference106904_1718900602
Contact NameNathan Wills

Job description

Responsibilities :

πŸ’» Conduct innovative research in applying machine learning to enhance networking systems and protocols.

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

πŸ”¬ Innovate and develop new technologies in ML for networking systems.

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

🀝 Establish and maintain research partnerships with leading universities and professors.

πŸ§‘β€πŸ« Mentor and guide junior researchers and interns.Requirements πŸ“‹

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

🧠 Specialisation in Machine Learning and Computer Architecture.

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

πŸ’» Proficiency in Python, TensorFlow, and PyTorch.

Requirements:

  • πŸ” 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
  • πŸ“’ Excellent communication, presentation, and reporting skills.
  • 🀝 Strong interpersonal and collaborative skills.
  • ✨ Creativity and ability to think outside the box.

What We Offer 🎁

πŸ’° Highly competitive salary and benefits package.

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

🌐 Budget for conferences, courses, and connections with top-tier professors.

πŸ› οΈ Access to cutting-edge tools and technologies.