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Chemix, Inc.
Sunnyvale, CA, United States
Chemix is seeking a highly-motivated battery modeling engineer to develop and expand our AI platform for battery materials discovery. Our AI platform is the core of Chemix. Though data is first and foremost in any application of AI, it is typically very scarce in materials development. We've designed our R&D operation to generate large, high-qualit
Job Source: Chemix, Inc.Chemix Inc.
Sunnyvale, CA, United States
Chemix is seeking a highly-motivated battery modeling engineer to develop and expand our AI platform for battery materials discovery. Our AI platform is the core of Chemix. Though data is first and foremost in any application of AI, it is typically very scarce in materials development. We've designed our R&D operation to generate large, high-qualit
Job Source: Chemix Inc.Apple Inc.
Cupertino, CA, United States
Envision what you could do here! At Apple, we believe new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish!Are you interested to work on the forefront of Battery Systems? In this role you will apply your ski
Job Source: Apple Inc.1X Technologies
Sunnyvale, CA, United States
Targeted start date: Immediately.Relocation provided. Research Engineers in foundation models are generalists who build and maintain end-to-end responsibility for our AI models. A typical day involves implementing new model architectures, developing full-stack infrastructure for ramping up our data engine, or implementing new ways to evaluate gener
Job Source: 1X TechnologiesOtter.ai
Mountain View, CA, United States
Join us on our quest to make conversations more valuable! At Otter, we're fueled by the unwavering teamwork and dedication of our employees. Our collective passion drives us to lead with AI innovation, inspired by a sense of urgency in everything we do . Through collaborative effort and a spirit of innovation we strive to push the boundaries
Job Source: Otter.aiApple
Cupertino
Battery Algorithm and Modeling Engineer Cupertino,California,United States Hardware Envision what you could do here! At Apple, we believe new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish! Are you interes
Job Source: AppleOtter.ai
Mountain View, CA, United States
The Opportunity If you are a Research Engineer with expertise in model optimization and integration into production environments, and a passion for applying state-of-the-art AI innovations to make conversations more valuable, look no further! As a Research Engineer on our Platform team, you'll advance the frontier of AI by maximizing efficiency a
Job Source: Otter.aiApple Inc.
Cupertino, CA, United States
Multimodal Generative Modeling Research Engineer Do you believe generative models can transform creative workflows and smart assistants used by billions? Do you believe it can fundamentally shift how people interact with devices and communicate?We truly believe it can! We are looking for senior technical leaders experienced in architecting and d
Job Source: Apple Inc.Sunnyvale, CA, United States
At Meta Reality Labs, our goal is to explore, innovate and design the hardware for the next generation of virtual, augmented, and mixed reality experiences. The mission of the battery team is to develop power sources for the devices that enable these experiences. We are looking for an experienced and motivated Battery Modeling Research Engineer to join our team who specializes in leveraging the principles of electrochemistry to maximize the utilization of Li-ion batteries in our products. We are specifically looking for a candidate highly skilled in developing and validating electrochemical models capable of projecting battery performance degradation in the field.
Battery Modeling Research Engineer Responsibilities
Design and define research plans, methods, and protocol that deliver on technical roadmap strategy from feasibility to new technology initiatives (NTI) for battery degradation modeling
Identify major battery degradation mechanisms for our products and develop validated first-principle electrochemical battery models to estimate battery swell behavior and performance degradation in the field
Help develop and execute research & NTI roadmap and strategy in close coordination with product, research, and XFN teams
Drive the improvement and development of electrochemical battery models to guide cell design in the architecture phase and eventually incorporate into products
Develop and validate geometrical models to approximate battery dynamics for a common chemistry formulation in different form factors
Leverage insights from electrochemical models to propose real-time algorithms which help achieve the right balance between battery performance metrics such as charge time, cycle life and runtime
Maintain the highest of research standards to ensure validity and reproducibility of results
Understand data collection methods, analyze field data and develop techniques for predicting field performance from validation data and battery models
Minimum Qualifications
BS in Chemical, Material, or Mechanical Engineering or equivalent experience
3+ years of industry experience in developing physics-based battery models for consumer electronics or electric vehicles
Modeling, prototyping and programming skills in MATLAB/Python, and/or COMSOL
Familiarity with standard electrochemical characterization techniques (EIS, GITT, etc.) and experienced in developing custom test procedures in different form factors
Willingness to work across multiple domains including cell, electrical, software and validation engineering
Preferred Qualifications
MS or PhD with 5+ years of experience in software development for battery management systems
Familiarity with cell manufacturing processes and major Li-ion cell manufacturers for consumer electronics
Experience with using AI/ML algorithms for battery health diagnostics or forecast
Knowledge of control and estimation theory, model order reduction techniques and their application to Li-ion battery modeling
Experience developing test plans to validate the algorithms and implementation for battery management systems
Working knowledge of battery fuel gauge algorithms for consumer electronics
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Email Alert for Battery Modeling Research Engineer jobs in Sunnyvale, CA, United States
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