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1 week ago

nadiad, India beBeeFleet Full time

Transforming Fleet Operations with Predictive AnalyticsThe mission is to utilize AI and data fusion to enhance vehicle uptime and reduce maintenance costs.Develop predictive models that integrate high-frequency sensor data to detect early warning signals.Design and maintain ETL workflows to ingest IOT data from vehicle systems, partnering with engineering for deployment and monitoring.Innovate with Generative AI by building components for LLM-based conversational intelligence for fleet managers and technicians.Embed domain expertise into high-value features, collaborating with product teams to ground models in real-world behavior.Elevate technical standards by implementing best practices for reproducibility, testing, model monitoring, and continuous improvement.Challenges You Will Tackle:Sensor Fusion Complexity: Integrating 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.Requirements:Experience: 3+ years in data science with at least 2 years in vehicle telematics, Industrial IoT, or automotive diagnostics.Technical Skills: Expert in Python, ML, SQL/NoSQL and data streaming platforms, deployment workflows - containerization, CI/CD, model tracking and observability.Vehicle Expertise: Familiarity with CAN-bus protocols (J1939, OBD-II), telematics standards, and core vehicle systems like engine, transmission, and exhaust.Startup DNA: Ability to thrive in ambiguity, experiment boldly, and learn quickly from failed runs.Benefits:High-impact ownership: Your work will directly influence fleet safety and contribute to multimillion-dollar savings for customers.Work at the AI frontier: Innovate with LLMs and real-time ML, pushing the boundaries of what's possible with AI, while making it useful and understandable.Competitive compensation and incentives.

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