Researcher SW/HW codesign

Description de Poste : Researcher

Our team has an immediate 12-month contract opening for a Researcher.

Responsibilities:

• Design optimized algorithms and models for hardware accelerators.
• Read academic papers and stay updated with recent advances in the field.
• Design, implement, and integrate models and algorithms.
• Evaluate, analyze, and derive insights from experimental data.
• Collaborate closely with researchers and provide solutions to engineers.
• Publish scientific papers.

What you’ll bring to the team:

• A Master's or Ph.D. in Computer Science, Computer Engineering, or a related field.
• Proven experience with deep learning models, which can be demonstrated through work experience, internships, or projects.
• Proficiency in deep learning frameworks such as PyTorch and TensorFlow.
• Excellent communication skills, self-motivation, creativity, and strong attention to detail.
• Strong software development skills in Python or C++.
• Hands-on experience and comprehensive knowledge of at least one deep learning architecture, such as Transformers, Graph Neural Networks (GNN), Convolutional Neural Networks (CNN), Generative Adversarial Networks (GAN), Long Short-Term Memory (LSTM), or Variational Autoencoders (VAE).

Experience in one of the following areas:

• Software-Hardware or Algorithm-Hardware Co-Design.

Search Techniques:

• Bayesian Optimization, Evolutionary Algorithms, or Reinforcement Learning.