Predictive Modeler

4 days ago

belgaum, India beBeeDataScientist Full time

Data Scientist - Predictive ModelerAt our company, we're on a mission to revolutionize the way commercial fleets operate. Our team is working tirelessly to develop cutting-edge predictive models that detect early warning signals in high-frequency vehicle sensor data.We're looking for an experienced Data Scientist who can build production-grade predictive models using machine learning algorithms. This person will work closely with our engineering team to deploy and monitor these models, ensuring they meet the highest standards of accuracy and reliability.In this role, you'll have the opportunity to innovate with Generative AI and build components that power our LLM-based conversational intelligence for fleet managers and vehicle technicians. You'll also be responsible for embedding domain expertise into high-value features, partnering with product teams to ground models in real-world behavior.The challenges you'll face include Sensor Fusion Complexity, Scale & Latency, and Regulatory & Safety Constraints. However, with your skills and experience, you'll be able to overcome these obstacles and deliver real-time predictions across hundreds of vehicles with minimal false positives.Requirements:3+ years of experience in data science with at least 2 years in vehicle telematics, Industrial IoT, or automotive diagnostics.Expertise in Python, ML, SQL/NoSQL and data streaming platforms, deployment workflows - containerization, CI/CD, model tracking and observability.Familiarity with CAN-bus protocols (J1939, OBD-II..), telematics standards, and core vehicle systems like engine, transmission, and exhaust.Startup DNA: ability to thrive on ambiguity, experiment boldly, and learn quickly from failures.What's In It For You?High-impact ownership: your work will directly influence fleet safety and power 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: benefit from salaries and ESOPs.About Us:We're a fast-growing startup backed by a NYC-based venture accelerator. Our mission is to help customers across the US cut fleet breakdowns, lower repair costs, and extend asset life. We value transparency, curiosity, and the right attitude.Come join our team if you care about solving real-world problems at scale and enjoy working with complex data.

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