Senior Engineer – Thermal Management

Responsibilities:-

• Serves as a technical lead and/or project lead for capability development for thermal management
• Understanding system level thermal management requirements and selecting components to meet specific heat transfer requirements
• Developing ML based requirements validation models based on historical data of different components (Natural or forced convection heat sinks, Liquid cooling cold plates, Heat exchangers etc.) to meet critical-to-quality parameters
• Historical design data digitization methods development, feature classification and data preparation for ML model development
• Developing ML based models using digitized historical design data and synthetic design data (generated using flow & thermal simulation methods)
• Using ML based methods for concept selection from historical design based on new requirements
• Developing parametric design optimization models (reduced order models) using digital design data of thermal management components and deployment
• Brief usage of simulation tools such as flow & thermal (CFD), structural analysis and dynamics for synthetic data generation as per the ML model development need
• Cloud deployment on Eaton’s native selected platform for tool democratization for enterprise wide usage
• Knowledge of physics-based shape / topology optimization methods using commercial tools
• Exposure of AI driven generative design methods for organic shapes and its commercial tools for multi-disciplinary requirements
• Establish connect with Local and Global Eaton IT for standard best practices / processes
• Establish connect with external standard commercial software providers to seek support and solutions pertaining to digital product development, physics driven optimization (topology / generative design)
• Contributes to the value proposition development for technical projects and programs
• Participates in internal open innovation events with businesses & other research groups
• Develops as a subject matter expert through relevant trainings and participation in relevant industry events – network and stay contemporary on topics in their field
• Gets trained on internal systems & processes and implements them towards projects
• Explore advances in digital design technologies and evaluate their suitability for Eaton products.
• Works collaboratively with digital design team globally to advance the technology.

Qualification And Experience:-

• Master’s Degree (ME) in Mechanical preferred with specialization in Thermal & Flow engineering.
• 4+ years industrial experience working with thermal management solutions development (system or component level) utilizing physics-based optimization (generative / topology) as well as ML based optimization methods.
• Experience in developing and deploying ML based methods for product requirements validation, design selection and optimization
• Demonstrated projects developing different thermal management components and deployment for a end system
• Hands-on experience of CFD methods is must preferably with ANSYS Fluent
• Experience digitizing design information from historical data using commercial solutions or local custom developments
• Demonstrated experience in ML model development, model selection, model training / validation
• Preferred to have brief experience working with general purpose simulation tools such as ANSYS & Abaqus for structural and dynamics
• Proficiency in programming languages – Python, R, VBA
• Experience working with generative / topology optimization solutions for multi-disciplinary requirements
• Six Sigma certifications are a plus.
• Excellent communication skills in English (verbal and written).
• Self-motivated; Passionate to bring own ideas to applications.
• Networking ability across organization to understand critical business problems that require materials and manufacturing based solutions
• Strong oral and written communication skills. Demonstrated ability to analyze and resolve problems.
• Good interpersonal skills – flexibility to adapt to persons with different geographical, ethnic, educational backgrounds.
• Ability to document, plan, market, and execute programs. Established project management skills while handling multiple projects.

Location:-

• Pune, Maharashtra.

Company Overview:-

Eaton’s mission is to improve the quality of life and the environment through the use of power management technologies and services. We provide sustainable solutions that help our customers effectively manage electrical, hydraulic, and mechanical power – more safely, more efficiently, and more reliably. Eaton’s 2020 revenues were $17.9 billion, and we sell products to customers in more than 175 countries.