AI/ML Research Scientist

This is a fully remote position, open to applicants in Poland.

📋 Description

• Engage in pioneering research that utilizes machine learning techniques for chip design and optimization challenges.

• Create and implement algorithms leveraging graph neural networks, diffusion models, and other state-of-the-art ML architectures.

• Work collaboratively with cross-disciplinary teams, including engineers and researchers.

• Disseminate research outcomes in prestigious conferences and journals.

• Prototype and validate innovative methods using contemporary ML frameworks.

• Contribute to either open-source or commercial Electronic Design Automation (EDA) tools.

⛳️ Requirements

• A PhD with over 1 year of research experience in Electrical Engineering, Computer Science, Information Systems, or a related STEM field.

• A minimum of 1 year’s experience working with modern machine learning architectures such as Transformers, Graph Neural Networks, and Diffusion models.

• Proficient coding abilities in Python and C++.

• Familiarity with machine learning frameworks such as PyTorch.

• At least one publication in leading machine learning conferences (e.g., NeurIPS, ICML, ICLR, etc.).

• Experience with deep learning applications on graphs (including general graphs, circuit graphs, molecular graphs, or trees) is desirable.

• Knowledge of classical search and optimization methods (e.g., Genetic Algorithms, Monte-Carlo Tree Search, Dijkstra's Algorithm, etc.) is a plus.

• Familiarity with EDA tools, whether commercial or open-source, is advantageous.

• Publications in esteemed venues that focus on AI for chip design or AI for materials science are a plus.

🏝️ Benefits

• Opportunity to work on innovative projects at the forefront of technology.

• Collaborative and inclusive work environment.

• Access to advanced tools and resources to support research and development.

• Professional growth and development opportunities.