Machine Learning and Control Algorithms Researcher

Eaton’s CTO Corporate Technology Office division is currently seeking a Machine Learning and Control Algorithms Researcher.The expected annual salary range for this role is $112500.0 - $165000.0 a year.Please note the salary information shown above is a general guideline only. Salaries are based upon candidate skills, experience, and qualifications, as well as market and business considerations.What You’ll DoJob summaryThis is a unique opportunity to make a significant contribution to a transformational project developing artificial intelligence/machine learning (AI/ML) aided model-based systems engineering methods. The ultimate goal is to design innovative power electronics solutions for transportation electrification applications through the development of advanced computing methods. The incumbent will join a world-class research team including internal and external partners to deliver on research and commercialization projects jointly funded by Eaton and government research agencies.Job ResponsibilitiesEaton’s Corporate Technology Office (CTO) Division is currently seeking a Power Electronics/Machine Learning Researcher. This position is based at our Southfield, MI, facility on a hybrid schedule. Relocation assistance will be provided. Position Overview: This is a unique opportunity to make a significant contribution to a transformational project developing artificial intelligence/machine learning (AI/ML) aided model-based systems engineering methods. The ultimate goal is to design innovative power electronics solutions for transportation electrification applications through the development of advanced computing methods. The incumbent will join a world-class research team including internal and external partners to deliver on research and commercialization projects jointly funded by Eaton and government research agencies. 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 and every day. It’s where bold, bright professionals like you can reach your full potential—and where you can help us reach ours. In this function you will: -• Plans and executes research activities in AI/ML aided power electronics design and tool development including coordination of the activities of internal and external research partners.• Remain current on relevant scientific and industry trends and state-of-the-art techniques• Apply state-of-the-art Optimal controls, optimization algorithms and development/application of Large Language Models• Be knowledgeable in the fundamental concepts and principles of power electronics• Interface with external and internal partners/stakeholders on collaborative programs.• Presents research findings and recommendations to internal stakeholders to inform technology strategy, aid deployment of capabilities and support investment decisions• Research and implement appropriate ML algorithms and tools• Develop machine learning applications per requirements- Contribute towards new proposals to external funding agencies• This Hybrid role must report on-site 3 days a week at either Southfield, Michigan .. or .. Menomonee Falls, Wisconsin. If needed, relocation assistance (within US only) is available for a qualified candidate currently residing in the USA.QualificationsRequired (Basic) Qualifications:• PhD in Electrical Engineering .• 3 -5 years of hands-on experience with the state-of-the-art optimization algorithms and tools, and knowledge of Transformers (learning modules) and their applications in Large Language Models .• Solid foundation in Linear Algebra.• Excellent Python coding skills including extensive hands-on experience using open-source end-to-end machine learning workflows.• Must be authorized to work in the United States without company sponsorship now or in the future - This position requires use of information or access to hardware which is subject to the International Traffic in Arms Regulations (ITAR). All applicants must be U.S. persons within the meaning of ITAR. ITAR defines a U.S. person as a U.S. Citizen, U.S. Permanent Resident (i.e. 'Green Card Holder'), Political Asylee, or Refugee.Preferred Qualifications• PhD in Electrical Engineering with a focus on application of optimal controls, Optimization algorithms and/or Machine learning• Knowledge of simulation using tools such as Matlab, Simulink, PLECS, LTSPICE etc.• Sound understanding of Machine and Deep Learning concepts. (Supervised, Semi-supervised, Unsupervised, Reinforcement Learning)• Knowledge in Transformer Models and its applications, e.g. LLMs• Demonstrated experience in training and deploying ML and DL models using various frameworks like pytorch, pytorch lightning, Keras, tensorflow, numpy, pandas, scikit learn etc. (selection of algorithms, hyperparameter tuning, on-prem/cloud-based training etc.)• Prior work experience in industry in the application of optimal controls, optimization, and ML/DL• Experience in deployment of ML/AI models on resource constrained edge devices• Ability to function well in a fast-paced research environment, set priorities to accomplish multiple tasks within deadlines, and adapt to changing needs.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 applicant's 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.Eaton believes in second chance employment. Qualified applicants with arrest or conviction history will be considered regardless of their arrest or conviction history, consistent with the Los Angeles County Fair Chance Ordinance, the California Fair Chance Act and other local laws.You do not need to disclose your conviction history or participate in a background check until a conditional job offer is made to you. After making a conditional offer and running a background check, if Eaton is concerned about conviction that is directly related to the job, you will be given the chance to explain the circumstances surrounding the conviction, provide mitigating evidence, or challenge the accuracy of the background report.To request a disability-related reasonable accommodation to assist you in your job search, application, or interview process, please call us at 1-800-836-6345 to discuss your specific need. Only accommodation requests will be accepted by this phone number.We know that good benefit programs are important to employees and their families. Eaton provides various Health and Welfare benefits as well as Retirement benefits, and several programs that provide for paid and unpaid time away from work. Click here for more detail: Eaton Benefits Overview. Please note that specific programs and options available to an employee may depend on eligibility factors such as geographic location, date of hire, and the applicability of collective bargaining agreements.]]>