Senior Principal Scientist
Enovix
This job is no longer accepting applications
See open jobs at Enovix.See open jobs similar to "Senior Principal Scientist" Eclipse.Hyderabad, Telangana, India
Posted on Jul 8, 2023
Objective For Current Opening
- Develop fundamental models or (and) AI/ML algorithms to model battery characteristics, assist in battery development/ factory qualification/ troubleshooting.
- 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.
- 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.
This job is no longer accepting applications
See open jobs at Enovix.See open jobs similar to "Senior Principal Scientist" Eclipse.