Machine Learning Scientist

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Your Role
Irreversible is looking for a Machine Learning Scientist to join our team. In this position you will work with other scientists to solve problems in computer vision, signal processing, and generative machine learning. You will also play a vital role in adapting and testing deep learning models to contribute to research and development in cutting edge low-energy consumption AI processors. 

What You'll Do

• Collaborate with peers who have unique backgrounds in physics, computer science, mathematics, and engineering

• Develop and optimize application-specific deep neural network architectures and measure their performance

• Design and apply cutting edge algorithms for generative modelling

• Draw on your in-depth experience developing supervised and unsupervised machine learning methods

• Research state-of-the-art methods for a given task, implement and improve upon these techniques to provide application specific solutions

• Contribute to crafting reports, drafting patents, authoring publications, and attending conferences

What You'll Bring

• A minimum of a Master's degree in Computer Science, Engineering Physics, Electrical Engineering, Mathematics, or another technical discipline (candidates with a PhD in similar disciplines are preferred)

• 3+ years of experience solving real-world data-centric problems with machine learning

• 2+ years of applied experience with deep learning 

• 3+ years of experience using Python

• Extensive experience of machine learning, scientific computing, and data analysis Python packages (e.g., PyTorch, Numpy, Jax)

• A strong track record in scientific research with experience writing scientific articles or technical documents 

• Outstanding communication, organization, and leadership skills

• Experience with time-series forecasting, signal processing, or stochastic differential equations is a plus

• Experience with downsizing and/or minimizing ML models or working with sparse models is a plus

About Irreversible
Irréversible is a dynamic startup with a proven team drawing inspiration from physics to design next-generation AI processors. The company has roots in multiple deep-tech ecosystems across Canada and is headquartered at Espace Quantique 1 in the heart of Sherbrooke’s innovation zone. Irréversible develops energy-efficient integrated circuits for solving stochastic differential equations (SDE) using quantum and electronic engineering. SDEs describe various real-world phenomena within science and engineering. Now they are propelling artificial intelligence to a new era where highly optimized chips are poised to revolutionize generative AI. Irréversible offers unique deep-tech career opportunities through advanced internships, full-time positions, and a steadfast investment in our team’s expertise. Working at Irréversible means applying your thinking and skills to tackle exciting and relevant challenges in the fields of AI, high-performance computing, hardware design, electronics, and photonics. 

Join Our Team!

You will have a chance to be part of a diverse and collaborative team and enjoy perks including the eligibility to take part in our stock options plan, comprehensive health and wellness benefits, extended long weekends, social events, and flexible work from home options.