AI Engineer

3 days ago

Singapore DATAKREW PTE. LTD. Full time

Role: AI Engineer (EV Data and Image Analytics)Location: Singapore Term: Full-time Reporting to: Chief Technology Officer (CTO)About Datakrew Datakrew is a pioneering deep technology company with expertise in IoT, AI, and data security, founded by industry veterans and PhDs. Headquartered in Singapore, we are backed by leading venture investors from Singapore, USA, Germany, etc. At Datakrew, we are building 360° EV Intelligence solution for electric vehicle battery health prediction, safety, and performance optimization. We build AI models on EV battery data to enable fleets and OEMs to extend EV lifespan by 20%, increase 2nd hand resale value by 10%, and safety by 50%. Our management team has a healthy gender balance. We have several company policies implemented to ensure best employee experience. We are a diverse group with employees and team members present in 6 countries today and plan to have new hires from diverse backgrounds to engender creativity and productivity. Join us in this transformative journey where your curiosity, problem-solving mindset, and willingness to innovate matter more than titles. At Datakrew, you'll collaborate with a diverse team that thrives on pushing boundaries, building next-generation systems, and solving problems that truly matter. Does this sound like the right team for you? Apply todayThe Product You Will Work On (OXRED EV Platform)Our hardware product, the ITUS EV IoT Device, interfaces with electric vehicle Battery Management Systems (BMS) via CAN bus to collect and process real-time operational data at 10-second intervals. The gateway's edge computing capabilities allow it to perform on-device analytics and data sanitization, transmitting secure, compressed data to our OXRED EV Platform over a post-quantum encrypted channel. On the cloud, OXRED maintains a Virtual EV Digital Twin for every vehicle, performing Multiphysics simulations to benchmark Ideal Battery Performance Characteristics (IBPC). These are combined with real-world sensor, driving, and environmental data to produce actionable insights and predictive analytics for OEMs, fleet operators, and ecosystem partners. Now, we are extending OXRED's capabilities with AI Orchestrators and Agentic Workflows, intelligent systems that interpret fleet-wide data, autonomously trigger actions, route insights, and nudge human teams. You will work on the next generation of our predictive systems, combining Bayesian modeling, LSTM-based temporal learning, physics-informed AI, and vision models for vehicle damage assessment, pushing the frontier of EV health, warranty, and maintenance prediction. Your Roles and Responsibilities Design and Build AI Workflows: Develop and enhance agentic AI workflows, capable of fetching data from OXRED, interpreting it in real-time, routing actions, and nudging users or teams intelligently. Develop Predictive & Hybrid Models: Create and refine models for predicting State of Health (SOH), fault risk, mileage, warranty claims, and maintenance forecasts, using Bayesian, LSTM, and physics-based hybrid methods. Vehicle Image Processing & Damage Assessment: Build or integrate computer vision pipelines for detecting and classifying vehicle damage, aiding in maintenance automation, insurance intelligence, and predictive diagnostics. Edge & Cloud ML Integration: Implement efficient edge analytics and preprocessing routines on the ITUS EV Gateway to ensure high-quality, bandwidth-optimized data

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