Principal Algorithm Development Engineer - Battery Insights
Tasks
- Architect algorithm frameworks and abstractions for deployment across platforms
- Define end to end algorithm and software architecture for battery insights solutions
- Define interfaces data flows and component boundaries across algorithm embedded and system layers
- Develop battery algorithms combining signal processing AI ML modeling and electrochemistry
- Develop tools frameworks and best practices for algorithm deployment
- Establish modular scalable architecture patterns for algorithms and deployment
- Guide projects from concept architecture prototyping validation to deployment
- Identify architecture level risks and drive mitigation plans
- Integrate algorithms into battery management system and system level software stacks
- Lead architectural alignment across algorithm embedded software systems and hardware teams
- Mentor engineers in algorithm development and system level design thinking
- Optimize tradeoffs across accuracy performance computational cost and memory footprint
- Translate algorithm concepts into production ready embedded and real time software designs
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | Control Systems | Electrochemistry | Embedded Systems | Estimation | Interface Design | MATLAB | Machine Learning | Mathematical Modeling | Model-Based Design | NumPy | PyTorch | Python | Real Time | Real-time Systems | SciPy | Signal Processing | Simulation | Simulink | Software Architecture | Time Systems
Education
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