Lead Engineer - Scientific Machine Learning

Job Description

If you desire to be part of something special, to be part of a winning team, to be part of a fun team winning is fun. We are looking forward to a Lead Engineer - Scientific Machine Learning at Eaton India Innovation Center, based in Pune, India. In Eaton, making our work exciting, engaging, meaningful; ensuring safety, health, wellness; and being a model of inclusion & diversity are already embedded in who we are - it s in our values, part of our vision, and our clearly defined aspirational goals. Your essential responsibilities include: Serves as a technical lead and/or project lead for capability development and deployment on Scientific Machine LearningDevelopment of ML based models for design optimization - Reduced order modelsInfrastructure development for intelligence building - data digitization, data preparation, model selection framework, model development and validationInfrastructure development for model deployment - Cloud platform, data streaming platform, data visulization, control modelsIntelligence development for manufacturing - exploring, developing and deploying models - Diagnostic models for quality monitoring using live manufacturing data from floor, predictive modeling for quality prediction in continuous production, prescriptive modeling for quality controlEstablish connect with Local and Global Eaton IT for standard best practices / processesEstablish connect with external standard commercial software providers to seek support and solutions pertaining to AutoML requirementsContributes to the value proposition development for technical projects and programsParticipates in internal open innovation events with businesses & other research groupsDevelops as a subject matter expert through relevant trainings and participation in relevant industry events - network and stay comtemporary on topics in their fieldGets trained on internal systems & processes and implements them towards projectsBecomes simulation automation expert.Explore advances in digital design technologies and evaluate their suitability for Eaton products.Works collaboratively with digital design team globally to advance the technologyThe successful candidate will be responsible for leading the efforts of development of AI/ML based solutions for design, materials and manufacturing. Methods for design will include historical design data digitization (2D, 3D), data preparation methods, model selection, model development and infrastructure development for deployment. Further responsibilities will include collaboration with extended teams for seeking out applications, defining best practices, upskilling existing workforce on data engineering to help the advancement of Eaton s digital transformation strategy.Qualifications
• Ph.D or Master s Degree (ME) in Mechanical, Manufacturing, Computer Science
• Ph.D with 3+ years OR Masters with 7+ years industrial experience working with Scientific Machine Learning - implementing the data analytics for engineering problems
• Excellent knowledge & Experience in machine learning models, development methods
• Working experience with demonstrated projects on application of machine learning for insights and decision making in engineering processes
• Excellent proficiency in programming languages - Python, R, MATLAB
• Working experience with AutoML tools
• Six Sigma certifications are a plus.
• Excellent communication skills in English (verbal and written)
• Awareness of product design process and manufacturing processes is a plus
• 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
Yes! Because you are the one we are looking for, we hope to hear from you now!Job tag: #LI-RR1What you will get from usEaton 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. Making what matters work at Eaton takes the passion of every employee around the world. We create an environment where creativity, invention and discovery become reality, each day. It s where bold, bright professionals like you can reach your full potential and where you can help us reach ours. Eaton s 2020 revenues were $17.9 billion, and we sell products to customers in more than 175 countries. We have approximately 85,000 employees.We make work exciting, engaging and meaningful for our employees through our dedication to tackling some of the toughest power management challenges on the planet and by never losing sight of what matters. Our culture is built on a strong commitment to practicing our core values and supporting our employees with the tools they need to succeed. We pledge to always foster a diverse and inclusive environment, including inclusion resource groups that bring together employees who share a common purpose, interest or background. In the past year, our company has received top employment recognition by the Human Rights Campaign and almost fifty percent of our Board of Directors represented diverse groups. When we embrace the different ideas, perspectives and backgrounds that make each of us unique, we as individuals and as a company are stronger.We have demonstrated our passion for sustainability with the recent announcement of cutting carbon emissions from the company s operations by at least 50 percent by 2030. We are ethical, passionate, accountable, efficient, transparent and committed to learning. We are confident we can deliver on our promise to improve the quality of life and the environment because of the attributes that our employees embody.We are committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicants race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.Job: Engineering Region: Asia Pacific Organization: INNOV Innovation Center Job Level: Team Leader/Supervisor Schedule: Full-time Is remote work (i.e. working from home or another Eaton facility) allowed for this position : No Does this position offer relocation : Relocation from within hiring country only Travel: Yes, 10 % of the Time ,

Keyskills :
javacustomer relationslinuxautomationdata analyticsdata engineeringmachine learning