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 :
๐ป Conduct innovative research in applying machine learning to enhance networking systems and protocols.
๐ง Design, develop, and evaluate ML algorithms to optimise network performance, latency, and power.
๐ฌ Innovate and develop new technologies in ML for networking systems.
๐ Produce research papers and white papers on current developments and future directions.
๐ค Establish and maintain research partnerships with leading universities and professors.
๐งโ๐ซ Mentor and guide junior researchers and interns.Requirements ๐
๐ PhD/MSc in Computer Science, Electrical Engineering, or related fields.
๐ง Specialisation in Machine Learning and Computer Architecture.
๐ Proven track record of publishing research papers in prestigious conferences or journals.
๐ป Proficiency in Python, TensorFlow, and PyTorch.
Requirements:
- ๐ 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
- ๐ข Excellent communication, presentation, and reporting skills.
- ๐ค Strong interpersonal and collaborative skills.
- โจ Creativity and ability to think outside the box.
What We Offer ๐
๐ฐ Highly competitive salary and benefits package.
๐ Opportunity to lead cutting-edge projects in a dynamic sector.
๐ Budget for conferences, courses, and connections with top-tier professors.
๐ ๏ธ Access to cutting-edge tools and technologies.