[MAT] Applied Computational Surface Chemist

📋 Description

• Build state-of-the-art evaluations and benchmarks for ALD, ALE, catalysis, and related surface
• Translate real-world industrial and research problems into rigorous model evaluation tasks
• Apply computational surface chemistry methods to validate model predictions
• Identify challenging edge cases that require deep domain expertise
• Work with experimental teams to benchmark predictions against physical results and continuously
• Partner with ML researchers to identify model failure modes and prioritize areas for improvement

🎯 Requirements

• Deep expertise in computational surface chemistry, heterogeneous catalysis, or related fields
• Strong experience applying computational methods to real-world surface chemistry problems
• Experience with ALD/ALE, semiconductor process chemistry, or industrial catalysis is a plus
• Strong understanding of adsorption, reaction mechanisms, surface energetics, and kinetics
• Experience working closely with experimentalists and validating computational predictions
• Ability to independently reason through difficult or unusual surface chemistry problems