Senior Machine Learning Engineer

1 week ago

rajahmundry, India beBeeDataScientist Full time

Job OpportunityWe are looking for a skilled data scientist to join our team. The ideal candidate will have experience in developing predictive models and working with high-frequency vehicle sensor data.Key Responsibilities:Predictive Modeling: Develop ML models that detect early warning signals in high-frequency vehicle sensor data to improve uptime outcomes.Data Engineering: Design and maintain ETL workflows to ingest terabytes of IOT data from vehicle systems. Partner with engineering to deploy and monitor models.Generative AI: Build components that power our LLM-based conversational intelligence for fleet managers and vehicle technicians.Domain Expertise: Translate vehicle mechanics knowledge into high-value features. Partner with product teams to ground models in real-world behavior.Technical Standards: Implement best practices for reproducibility, testing, model monitoring, and continuous improvement.Challenges You Will Face:Sensor Fusion Complexity: Integrating high-frequency CAN-bus streams with third-party IoT feeds, historical maintenance logs and real-world context.Scale & Latency: Delivering real-time predictions across hundreds of vehicles with minimal false positives.Regulatory & Safety Constraints: Ensuring models comply with industry standards and support safety-critical decision-making.

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