Researcher – Advanced User Support & ML in HPC

About the role

The position focuses on providing advanced technical support and research in high‑performance computing (HPC) environments, with a strong emphasis on machine learning, deep learning, and computer vision applications.

Key responsibilities

• Deliver Level 2 and 3 user support, optimizing code and resolving performance bottlenecks for specific architectures.
• Create educational materials and conduct training sessions to empower users of ML/DL frameworks.
• Maintain transparent communication channels between support teams and users, and assist in disseminating project results.
• Coordinate R&D projects, prepare grant applications, supervise junior researchers, and produce scientific publications for international venues.
• Engage with scientific and professional communities, especially in computer vision and machine learning.

Required profile

• Master’s degree in Electrical and Computing Engineering.
• Final degree classification of at least 18/20.
• Proven experience developing ML/DL models in HPC settings.
• Experience applying ML/DL to image analysis.
• Strong command of Portuguese and English (written and spoken).

Required skills

• Python programming.
• Deep‑learning frameworks: PyTorch, TensorFlow, NVIDIA FLARE.
• Linux system administration.
• HPC environments and SLURM job scheduling.
• Distributed computing management systems.

What we offer

• Multicultural, international, and collaborative work environment.
• Opportunities to participate in international projects with leading companies.
• Mentoring from top researchers in electrical, industrial, bio‑engineering, and IT fields.