Job Description
Samarth E-Mobility Pvt. Ltd.
Location: On-site Kalol Gandhinagar
Experience: 3–8 Years
Role Summary
We are looking for a senior Data Scientist to build production-grade machine learning models for predictive maintenance and real-time diagnostics across our connected electric 2-wheeler fleet. The role focuses on vehicle health monitoring, failure prediction, and fleet intelligence using large-scale telemetry data.
Key Responsibilities
- Develop predictive maintenance models for battery SOH/RUL, motor, controller, brakes, and tires
- Build time-series and anomaly detection models (LSTM/GRU/Transformers, Autoencoders, Isolation Forest)
- Process real-time EV telemetry (CAN bus, battery, motor data) using streaming pipelines (Kafka)
- Deploy and monitor ML models in production with MLOps best practices (MLflow, Airflow, Docker, Kubernetes)
- Optimize and deploy models for edge/ECU environments (TFLite, ONNX, quantization)
- Collaborate with embedded, backen...
Location: On-site Kalol Gandhinagar
Experience: 3–8 Years
Role Summary
We are looking for a senior Data Scientist to build production-grade machine learning models for predictive maintenance and real-time diagnostics across our connected electric 2-wheeler fleet. The role focuses on vehicle health monitoring, failure prediction, and fleet intelligence using large-scale telemetry data.
Key Responsibilities
- Develop predictive maintenance models for battery SOH/RUL, motor, controller, brakes, and tires
- Build time-series and anomaly detection models (LSTM/GRU/Transformers, Autoencoders, Isolation Forest)
- Process real-time EV telemetry (CAN bus, battery, motor data) using streaming pipelines (Kafka)
- Deploy and monitor ML models in production with MLOps best practices (MLflow, Airflow, Docker, Kubernetes)
- Optimize and deploy models for edge/ECU environments (TFLite, ONNX, quantization)
- Collaborate with embedded, backen...
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