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Battery Machine Learning Jobs in Wisconsin (NOW HIRING)

Sr Electrical Engineer

Brookfield, WI · On-site

$101.80K - $132.50K/yr

... machine learning, and the use of artificial intelligence. Behind our doors you'll be empowered ... Fundamental understanding of lithium-ion battery charging principles and associated power ...

Sr Electrical Engineer

Brookfield, WI

$101.80K - $132.50K/yr

... machine learning, and the use of artificial intelligence. Behind our doors you'll be empowered ... Fundamental understanding of lithiumion battery charging principles and associated power conversion ...

Our supportive and collaborative environment encourages bold ambitions and continuous learning so ... This position uses knowledge of hydraulic and pneumatic principles and use of machine shop tools to ...

... machinery, and other manufacturing equipment Repair and use of material handling equipment including manual pallet jacks, battery operated pallet jacks, stand up and sit-down trucks, scissors lifts ...

... machinery, and other manufacturing equipment * Repair and use of material handling equipment including manual pallet jacks, battery operated pallet jacks, stand up and sit-down trucks, scissors lifts ...

... machinery, and other manufacturing equipment * Repair and use of material handling equipment including manual pallet jacks, battery operated pallet jacks, stand up and sit-down trucks, scissors lifts ...

Monitor battery charge, maintain, and clean batteries, and leave material handling equipment at the ... Work with other machinery and material handling equipment MINIMUM REQUIREMENTS (KNOWLEDGE, SKILLS ...

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Battery Machine Learning information

What are the key skills and qualifications needed to thrive as a Battery Machine Learning Engineer, and why are they important?

To thrive as a Battery Machine Learning Engineer, you need a strong background in machine learning, data analysis, and battery science, typically supported by a degree in engineering, computer science, or a related field. Familiarity with Python, TensorFlow or PyTorch, data processing tools, and battery management system (BMS) software is highly valued. Strong problem-solving skills, collaboration, and effective communication set standout professionals apart in this role. These skills are essential to develop accurate predictive models that optimize battery performance and longevity, driving innovation in energy storage technologies.

What are some common challenges faced by professionals working in Battery Machine Learning roles?

Professionals in Battery Machine Learning often encounter challenges related to limited or noisy datasets, as battery performance data can be expensive and time-consuming to collect. Additionally, integrating domain knowledge from electrochemistry with advanced machine learning techniques requires strong interdisciplinary collaboration. Staying up-to-date with both the latest AI methods and battery technology advancements is essential but can be demanding. Collaborating closely with researchers, engineers, and data scientists is a key aspect of the role, as projects frequently depend on cross-functional teamwork to translate predictive insights into practical battery innovations.

What is battery machine learning and what do professionals in this field do?

Battery machine learning involves the application of machine learning algorithms to analyze, predict, and optimize the performance, lifespan, and safety of batteries. Professionals in this field work on developing data-driven models to forecast battery degradation, enhance energy management systems, and improve battery design. Their work is crucial in sectors such as electric vehicles, renewable energy storage, and consumer electronics, where battery efficiency and reliability are key. By leveraging large datasets from battery usage and testing, they help accelerate innovation and reduce costs in battery technology.
What are popular job titles related to Battery Machine Learning jobs in Wisconsin? For Battery Machine Learning jobs in Wisconsin, the most frequently searched job titles are:
What job categories do people searching Battery Machine Learning jobs in Wisconsin look for? The top searched job categories for Battery Machine Learning jobs in Wisconsin are:
What cities in Wisconsin are hiring for Battery Machine Learning jobs? Cities in Wisconsin with the most Battery Machine Learning job openings:
Senior Systems Performance M&S Engineer

Senior Systems Performance M&S Engineer

Faith Technologies

Menasha, WI

$106.90K - $146.30K/yr

Full-time

Posted 19 days ago


Faith Technologies rating

8.7

Company rating: 8.7 out of 10

Based on 51 frontline employees who took The Breakroom Quiz

48th of 351 rated engineering


Job description

You've discovered something special. A company that cares. Cares about leading the way in construction, engineering, manufacturing and renewable energy. Cares about redefining how energy is designed, applied and consumed. Cares about thoughtfully growing to meet market demands. And as "one of the Healthiest 100 Workplaces in America" is focused on the mind/body/soul of team members through our Culture of Care.

As a Senior Systems Performance Modeling & Simulation Engineer in the R&D group, you will be responsible for developing advanced physics-based and empirical modeling and simulation environments for electrical, thermal, and mechanical systems used in distributed energy resources and power distribution. Collaborating with subject matter experts, product strategy teams, and systems engineers, you will create accurate and efficient simulations that meet requirements and support product development. Through your expertise, you will play a key role in driving innovation and performance improvements in distributed energy and power distribution systems.

About the Product Engineering Team

Our ProductEngineeringTeam sits at the intersection of innovation and execution, transforming ideas into real-world products and solutions for Excellerate Products(tm), a division of Faith Technologies Incorporated (FTI). From early concept through full-scale production, our engineers design Data Center power distribution products, Electric Vehicle chargingskids, switchboards and more! With a strong focus on quality, manufacturability, and customer outcomes, we ensureeveryproduct is engineered to perform in the real world-safely, reliably, and at scale.

To learn more about our products and services, visit our website: Excellerate Products - Smarter Power Solutions - FTI.

MINIMUM REQUIREMENTS

  • Education: Bachelor's degree in electrical engineering, mechanical engineering or equivalent
  • 5+ years of experience in systems simulation
  • Proficiency in time-domain simulation software such as MATLAB, Simulink, or similar tools for pure simulation or real time operating platforms
  • Knowledge of multi-physics modeling software such as Simscape, Simcenter Amesim, GT Suite, or similar
  • Proficient in hardware-in-the-loop (HIL), model-in-loop (MIL), and software-in-the-loop (SIL) simulation platforms, including the integration of plant and controls models
  • Experience with HIL platforms including dSpace, speedgoat, NI, or others for testing of controls systems
  • Strong understanding of renewable energy systems including solar, wind, power conversion, and battery energy storage systems.
  • Knowledge of power distribution concepts including uninterrupted power supply, power converters, switchboards, and other power electronics
  • Familiarity with thermal management systems for battery energy storage, HVAC systems for power distribution enclosures, and their characterization as required for performance-level modeling and simulation
  • Demonstrated implementation of real-world power generation and distribution problems into complex modeling and simulation platforms
  • Demonstrated development and implementation of modular component models with scalable flexibility for various levels of simulation fidelity

PREFERRED REQUIREMENTS

  • Advanced degree in electrical or mechanical engineering with demonstrated simulation experience
  • Strong understanding of related regulatory frameworks and industry standards related to the relevant energy technologies: Microgrid, Power generation, and Energy storage
  • Experience with Python, C++, or similar environments for development of optimization tools and controls logic
  • Experience with machine learning models generated from data
  • Experience with integration of technoeconomic analysis with systems modeling and simulation
  • Experience with development of SIL, MIL, and HIL platforms for verification and validation of controls software
  • Experience using version control for modeling and simulation including Git or other similar tools
  • Computational Fluid Dynamics Software experience

Travel: 5-10%

Work Schedule: This position works between the hours of 7 AM and 5 PM, Monday- Friday. However, work may be performed at any time on any day of the week to meet business needs.

Work Location: This is an onsite position located out of our office in Menasha, WI or Phoenix, AZ. Our onsite roles include a high level of workplace and schedule flexibility to support a healthy work-life balance.

KEY RESPONSIBILITIES

  • Develop physics-based modeling and simulation environments for a variety of electrical, thermal, and mechanical systems for distributed energy resources and power distribution
  • Conduct product architecture trade studies and optimization to ensure maximized performance and minimal costs
  • Integrate cost, weight, and specification data of components, systems, and renewable energy fuels into simulation models for technoeconomic analysis of architecture options
  • Collaborate with subject matter experts to characterize components and systems in a simulation environment and communicate analysis results
  • Collaborate with product strategy and systems engineers to develop models and simulation according to requirements
  • Develop, enhance, and implement advanced tools to streamline workflows, optimize processes, and improve overall team efficiency
  • Develop proof-of-concept controls algorithms to support architecture trade studies and provide functional recommendations to software development teams
  • Utilize DOE, optimization methods, and data driven modeling and analysis tools
  • Use models and simulation platforms to verify and validate controls software

The job description and responsibilities described are intended to provide guidelines for job expectations and the employee's ability to perform the position described. It is not intended to be construed as an exhaustive list of all functions, responsibilities, skills, and abilities. Additional functions and requirements may be assigned by supervisors as deemed appropriate.

#LI- Onsite

How Does FTI Give YOU the Chance to Thrive?

If you're energized by new challenges, FTI provides you with many opportunities. Joining FTI opens doors to redefine what's possible for your future.

Once you're a team member, you're supported and provided with the knowledge and resources to achieve your career goals with FTI. You're officially in the driver's seat of your career, and FTI's career development and continued education programs give you opportunities to position yourself for success.

FTI is a "merit to the core" organization. We recognize and reward top performers, offering competitive, merit-based compensation, career path development and a flexible and robust benefits package.

Benefits are the Game-Changer

We provide industry-leading benefits as an investment in the lives of team members and their families.You're invited to review the full list of FTI benefits available to regular/full-time team members. Start here. Grow here. Succeed here. If you're ready to learn more about your career with FTI, apply today!

Faith Technologies, Inc. is an Equal Opportunity Employer - veterans/disabled.


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