Postdoktor inom inferens för stora språkmodeller
Core
Design, implement, and evaluate distributed systems and networks for machine learning inference to reduce costs and energy usage for large language models like ChatGPT.
Role type
Postdoctoral researcher (distributed systems & ML inference)
Builds
Agent-based frameworks and scalable inference systems for democratizing AI
Domain
Artificial Intelligence / Distributed Systems / Machine Learning
Deliverable
production ML models
Required skills
C++, Python, Linux, distributed systems, networking, operating systems, experimental system design, scientific publication writing
Preferred skills
Machine learning, GPU programming, large-scale inference systems, pedagogical ability
Technologies
C++, Python, Linux
Responsibilities
Design and implement distributed systems for ML inference, apply ML concepts to build agent-based frameworks, collaborate with faculty and PhD students, contribute to scientific publications and grant proposals
Seniority
Postdoctoral (early career researcher)