AI/ML Research Scientist

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

📋 Description

• Conduct innovative research utilizing machine learning techniques to tackle challenges in chip design and optimization.

• Design and implement algorithms leveraging graph neural networks, diffusion models, and other sophisticated machine learning architectures.

• Work collaboratively with interdisciplinary teams consisting of engineers and researchers.

• Present research results at prestigious conferences and in leading journals.

• Create prototypes and validate new methodologies using contemporary machine learning frameworks.

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

⛳️ Requirements

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

• At least 1 year of experience with contemporary machine learning architectures, including Transformers, Graph Neural Networks, and Diffusion models.

• Proficient coding abilities in Python and C++.

• Familiarity with machine learning frameworks such as PyTorch.

• Minimum of 1 publication in esteemed machine learning conferences (NeurIPS, ICML, ICLR, etc.).

• Preferred: Experience with deep learning on various graph types (general graphs, circuit graphs, molecular graphs, or trees).

• Preferred: Understanding of classical search and optimization methods (Genetic Algorithms, Monte-Carlo Tree Search, Dijkstra's Algorithm, etc.).

• Preferred: Experience with Electronic Design Automation tools, whether commercial or open-source.

• Preferred: Publications in top-tier venues that focus on AI applications in chip design or materials science.

🏝️ Benefits

• Competitive salary and performance-based bonuses.

• Opportunities for professional development and growth.

• Collaborative work environment with diverse teams.

• Access to cutting-edge technology and resources.

• Flexible work arrangements and a comprehensive benefits package.