Data Modeling Specialist

6 days ago

Malappuram, India beBeePredictive Full time

Job Title: Senior Data ScientistThe Mission:Tensor Planet aims to keep commercial fleets on the road by predicting failures weeks in advance.Responsibilities:Develop high-performance predictive models that detect early warning signals in high-frequency vehicle sensor data, ensuring improved uptime outcomes.Design robust pipelines for ingesting terabytes of IoT data from vehicle systems and deploying models efficiently.Pioneering work with Generative AI is required to build components that power LLM-based conversational intelligence for fleet managers and technicians.Domain expertise is essential in translating vehicle mechanics knowledge into valuable features.Elevate technical standards by implementing best practices for reproducibility, testing, model monitoring, and continuous improvement.Challenges You Will Tackle: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.Who We Are Looking For:Experience: 3+ years in data science, preferably in vehicle telematics, Industrial IoT, or automotive diagnostics.Technical Skills: Expertise in Python, ML, SQL/NoSQL, and data streaming platforms.Vehicle Expertise: Familiarity with CAN-bus protocols (J1939, OBD-II..), telematics standards, and core vehicle systems like engine, transmission, and exhaust.Startup DNA: Thrive in ambiguity, unafraid to roll up sleeves, experiment boldly, and learn quickly from failed runs.

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