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Senior Principal Scientist

Enovix

Enovix

Hyderabad, Telangana, India
Posted on Saturday, July 8, 2023
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Objective For Current Opening
  • Develop fundamental models or (and) AI/ML algorithms to model battery characteristics, assist in battery development/ factory qualification/ troubleshooting.
Responsibilities
  • Extract and analyze data stored in multiple databases and provide forward path in battery development / factory troubleshooting.
  • Develop models for battery development, battery grading, useful life prediction, and production troubleshooting.
  • Fundamental electrochemical models (physics /chemistry/ engineering), electrochemical circuit models, or/and
  • AI/ML algorithms to develop pipelines/ models/ simulation environments.
  • Identify opportunities and lead model development by working with scientists and engineers in the US and India.
  • Communicate key results / insights from these models to R&D, Manufacturing, IT teams and leadership team through internal reports and meetings.
  • Deploy models in R&D and production environments as business /production dashboards, desktop, web and/ or mobile apps.
  • Create IP for the company.
  • Stay up to date on battery, modeling & AI/ ML literature. Attend technical meetings/ conferences.
  • Represent and promote Enovix products in technical conferences.
Qualifications
  • Degree in engineering, physics, mathematics, chemistry, computer science or related discipline. Background in chemical engineering / electrochemistry/ battery modeling would be a bonus.
  • Experience: For Bachelor’s or Master’s candidates at least 7 or 5 year of experience is preferred respectively. Fresh PhDs can apply with 2-3 years relevant experience.
  • Technical Skills in:
  • 1. Battery modeling: Electrochemical models, circuit models,
  • 2. Python, AI / ML and Optimization algorithms, libraries such as Pandas, Scikit learn, PyBamm (bonus), visualization libraries, deep learning frameworks such as PyTorch, Tensorflow etc. and/ or
  • 3. Working knowledge of SQL.
  • 4. Software such as LTSpice, COMSOL, MATLAB, GT Suite / AutoLion, CFD, Thermal modeling a plus but not necessary.
  • Knowledge of Tableau, JMP, UI/UX development.
  • Good communication, reasoning, and problem-solving skills.
Apply now
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