Senior Physics‑Driven ML Engineer: AI for Design & Optimization

Keysight Technologies; Barcelona; Presencial; EUR 60.000 - 80.000; Jornada completa

Descripción de la vacante

A global electronic design firm in Barcelona is seeking a Senior Applied ML Engineer to design advanced ML architectures that integrate physics insights and AI techniques. This role emphasizes collaboration with RF experts and demands a deep understanding of scientific computing and machine learning. Ideal candidates will possess a master's or PhD, plus 5+ years of relevant experience and proficiency in Python and C++. The position offers a full-time commitment in a vibrant, innovative environment.

Formación

• 5+ years of experience with optimization for RF or measurement systems.
• Hands-on experience with modern ML architectures including GNNs and Transformers.
• Practical experience with generative models like GANs and VAEs.

Responsabilidades

• Translate physical constraints into ML-ready formulations.
• Design and implement advanced ML architectures such as GNNs and CNNs.
• Develop scalable training and inference pipelines.

Conocimientos

Machine Learning architectures

Scientific Computing

Reinforcement Learning

Software Engineering

Collaboration

Educación

Master’s or PhD in Applied Mathematics, Scientific Computing, Computer Science, Electrical Engineering, or related field

Herramientas

Python

C++

CUDA

AWS

ML Libraries

Descripción del empleo

A global electronic design firm in Barcelona is seeking a Senior Applied ML Engineer to design advanced ML architectures that integrate physics insights and AI techniques. This role emphasizes collaboration with RF experts and demands a deep understanding of scientific computing and machine learning. Ideal candidates will possess a master's or PhD, plus 5+ years of relevant experience and proficiency in Python and C++. The position offers a full-time commitment in a vibrant, innovative environment.