Simulation Engineer

About the RoleWe are seeking a Simulation Engineer to develop and optimize high-fidelity simulation systems for advanced manufacturing and computational modeling applications. The role involves building physics-based and data-driven simulation pipelines, validating results against experimental or synthetic data, and collaborating with cross-functional teams to enhance model accuracy and performance.Key ResponsibilitiesDesign and implement physics-informed or numerical simulations for complex systems.Develop computational models using Monte Carlo, finite element, or hybrid ML approaches.Validate and optimize model performance through rigorous benchmarking.Collaborate with data science and engineering teams to integrate simulation outputs into broader analytical workflows.Improve runtime efficiency through algorithmic and computational optimization.Preferred QualificationsM.S. or Ph.D. in Applied Physics, Computational Engineering, Materials Science, or a related field.Strong background in numerical methods, or multi-physics simulation.Proficiency in Python, C++, or related scientific computing languages.Familiarity with TCAD, COMSOL, or other industry-standard simulation environments.Understanding of statistical modeling and data-driven optimization.Bonus SkillsExperience in computational lithography, optics, or micro/nano-fabrication modeling.Familiarity with ML integration in simulation workflows.