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 :
π» Conduct innovative research in applying machine learning to enhance networking systems and protocols.
π§ Design, develop, and evaluate ML algorithms to optimise network performance, latency, and power.
π¬ Innovate and develop new technologies in ML for networking systems.
π Produce research papers and white papers on current developments and future directions.
π€ Establish and maintain research partnerships with leading universities and professors.
π§βπ« Mentor and guide junior researchers and interns.Requirements π
π PhD/MSc in Computer Science, Electrical Engineering, or related fields.
π§ Specialisation in Machine Learning and Computer Architecture.
π Proven track record of publishing research papers in prestigious conferences or journals.
π» Proficiency in Python, TensorFlow, and PyTorch.
Requirements:
- π 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
- π’ Excellent communication, presentation, and reporting skills.
- π€ Strong interpersonal and collaborative skills.
- β¨ Creativity and ability to think outside the box.
What We Offer π
π° Highly competitive salary and benefits package.
π Opportunity to lead cutting-edge projects in a dynamic sector.
π Budget for conferences, courses, and connections with top-tier professors.
π οΈ Access to cutting-edge tools and technologies.