Data Modeler

22 hours ago


salem, India beBeePredictive Full time

Job SummaryAbout the RoleWe are seeking a skilled Data Scientist to join our team. The ideal candidate will have experience in building predictive models, engineering robust pipelines, and innovating with Generative AI.Main ResponsibilitiesDevelop production-grade predictive models using machine learning techniques to detect early warning signals in high-frequency vehicle sensor data.Design and maintain ETL workflows to ingest terabytes of IOT data from vehicle systems, partnering with engineering to deploy and monitor models.Buid components that power our LLM-based conversational intelligence for fleet managers and vehicle technicians.Translate vehicle mechanics knowledge into high-value features, partnering with product teams to ground models in real-world behavior.Implement best practices for reproducibility, testing, model monitoring, and continuous improvement.Key ChallengesSensor 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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