Researcher - Next Computing

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.

Requirements

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:

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

  2. Search Techniques: Bayesian Optimization, Evolutionary Algorithms, or Reinforcement Learning.