Research scientist

3 weeks ago


Toronto ON, Canada 1517 Fund Full time

At Astrus, we are using AI to automate microchip design, starting with the biggest bottleneck, analog layout. We are seeking a Research Engineer with expertise in AI and software engineering to join our team.
As Founding Research Engineer, you will have the opportunity to play a leading role in developing the AI backend for one of the most technically ambitious startups and radically improve global computation. Our AI backend is the most important system at Astrus, and the quality of the generated layouts will largely dictate the value of our product to our users, and the overall value of Astrus. experimenting with various neural net architectures, reinforcement learning algorithms, and feature engineering techniques; scaling up the training pipeline to train and inference efficiently; This will require you to wear many hats and have a broad understanding of software development and AI literature.
You will begin your role as an individual contributor, responsible for developing the core AI Design Agent and establishing the technical foundation. Collaborate with Engineers: Work with infrastructure and Layout Game Engine (environment) teams to optimize AI performance.
Design and refine neural network architectures.
Enhance reward mechanisms to improve AI training outcomes.
You have software engineering experience with hands-on experience with developing and deploying AI systems.
Proficient with Python and libraries such as JAX, PyTorch, or Ray.
Master or PhD in a relevant domain.
Bonus points for having an interest in electrical engineering, circuits, or semiconductors.
$



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