ML Engineer (Predictive Maintenance)
Builds the predictive-maintenance models that flag battery, motor or charging-hardware issues before failure.
Salary band · India
₹22L – ₹48L
Median ₹32L
Experience
4–10 yrs
Senior (6-10 yr)
Hiring outlook
High
Role overview
Predictive-maintenance engineers turn telemetry into actionable maintenance work-orders. The goal is to push the false-positive rate below 5% so the workshop trusts the alerts. Output ships into fleet dashboards, OEM service apps and warranty workflows.
Key skills
Tools & software
Responsibilities
- Design, implement and unit-test embedded firmware modules on the assigned ECU (BMS, VCU, charger MCU or telematics).
- Own integration with CAN, LIN, FlexRay and (where applicable) Automotive Ethernet stacks.
- Drive MISRA-C compliance, static analysis and code-coverage gates as part of the CI pipeline.
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Requirements
- BE / BTech in Electronics, Electrical or Computer Engineering.
- Strong C and C++ skills on bare-metal or AUTOSAR Classic platforms.
- Hands-on with at least one of: NXP S32, Renesas RH850, Infineon TriCore or STM32.
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Typical employers
Industries
Reports to: Embedded Software Manager
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