Machine Learning Intern (Ai)

TL;DR

Machine Learning Intern (AI): Modeling and simulating cutting-edge deep learning algorithms for Accelerator IP development in collaboration with Data Scientists. Focus on performance analysis of deep learning architectures and operations on various hardware platforms.

Location: Onsite in Toronto, Canada

Salary: 36-48 CAD per hour

Company

hirify.global’s semiconductor solutions are the essential building blocks of the data infrastructure that connects our world.

What you will do

• Model and run performance analysis of deep learning architectures for proprietary hardware design.
• Run deep learning benchmarks on CPU and GPU.
• Model deep learning operations of the Accelerator under development and run performance analysis.
• Investigate and comprehend related technical reports and research papers.
• Write technical reports on experiments performed.

Requirements

• Currently enrolled in a university and registered with the school's co-op program (Master or Ph.D. preferred).
• Concrete programming skills in Python, C++.
• Familiar with high performance computing, distributed processing, algorithm and data structures.
• Familiar with fundamental deep learning concepts and machine learning algorithms.
• Familiar with fundamental computer hardware architecture and multi-core processors.
• Demonstrate strong communication skills.

Nice to have

• Experience with deep learning frameworks such as Tensorflow and PyTorch.
• Very familiar with the Linux development environment.
• Familiar with linear algebra algorithms such as matrix factorization, SVD.

Culture & Benefits

• Competitive compensation and great benefits.
• Enjoy a workstyle within an environment of shared collaboration, transparency, and inclusivity.
• Dedicated to giving people the tools and resources they need to succeed in doing work that matters, and to grow and develop with us.