Hired by Matrix, Inc ยท 1 day ago
Simulation, Optimization and Applied AI Research Professional
Hired by Matrix, Inc is a leader in smart building and infrastructure, and they are seeking a Simulation, Optimization and Applied AI Research Professional. The role involves conducting research on advanced simulation methods and integrating AI/ML approaches to enhance various workflows, alongside developing digital twin applications for mechatronics products.
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Responsibilities
Research on next-generation physics-based simulation methods for design, control, manufacturing, and operations
Integrate optimization and AI/ML-infused approaches into simulation workflows to improve modeling, manufacturability, performance prediction, reusability, and reliability analysis
Develop digital twin applications for mechatronics products
Experience with various physical laws (heat transfer, structures, electrical circuits, fluid dynamics, electromagnetism
Domain knowledge on some of the following verticals: automotive, aerospace, manufacturing, or buildings
Work with business units to understand customer requirements, gaps, and technology development, and to transition research outcomes to products
Present, explain, and demonstrate technical results with customers on abstract levels in internal meetings, visits, video conferences, and external conferences
Protect the results of work through patent applications and publish results at conferences or in top journals
Qualification
Required
Research on next-generation physics-based simulation methods for design, control, manufacturing, and operations
Integrate optimization and AI/ML-infused approaches into simulation workflows to improve modeling, manufacturability, performance prediction, reusability, and reliability analysis
Develop digital twin applications for mechatronics products
Experience with various physical laws (heat transfer, structures, electrical circuits, fluid dynamics, electromagnetism
Domain knowledge on some of the following verticals: automotive, aerospace, manufacturing, or buildings
Work with business units to understand customer requirements, gaps, and technology development, and to transition research outcomes to products
Present, explain, and demonstrate technical results with customers on abstract levels in internal meetings, visits, video conferences, and external conferences
Protect the results of work through patent applications and publish results at conferences or in top journals
Ph.D. or M.S. in Mechanical Engineering, Aerospace Engineering, Electrical Engineering, Physics, or similar, from an accredited university
Minimum of 4 years of research or development experience in simulation, optimization and applied-AI
Minimum of 2 years of hands-on experience in product design and operation
Minimum of 4 years of experience in python, and C++ programming languages
Experience working in international project teams with strong customer orientation and stakeholder management skills
Proficiency in English (verbal & written)