Description
We are seeking an experienced Senior Data Scientist with expertise in Predictive Maintenance, Prognostics and Health Management (PHM), and Industrial AI. You will develop advanced machine learning and AI solutions that improve equipment reliability, predict failures before they occur, optimize maintenance strategies, and enhance operational performance across NOV's global products and services.
Responsibilities
- Serve as an internal data science and AI expert, providing technical leadership and consulting to NOV business units, with a focus on Predictive Maintenance (PdM), Condition-Based Maintenance (CBM), and Prognostics & Health Management (PHM).
- Design, develop, validate, and deploy artificial intelligence and machine learning (AI/ML) and solutions for equipment health monitoring, anomaly detection, fault diagnosis, Remaining Practical Life (RUL) prediction, and maintenance optimization.
- Develop predictive analytics solutions using operational, engineering, and sensor data to improve asset reliability, operational efficiency, and business performance.
- Lead the end-to-end data science lifecycle, including problem definition, data exploration, feature engineering, model development, validation, deployment, and performance monitoring.
- Research and apply advanced AI technologies, including deep learning, computer vision, Generative AI (GenAI), and Large Language Models (LLMs), to solve other complex engineering challenges.
- Collaborate with engineers, software developers, product teams, and subject matter experts to translate business needs into scalable, production-ready AI solutions.
- Design scalable analytics pipelines and contribute to cloud-based data science and MLOps platforms that support enterprise AI applications.
- Communicate technical findings and recommendations to stakeholders and contribute to technical documentation, publications, patents, and innovation initiatives.
- Mentor junior team members and promote best practices in dat
📌 Lead Data Scientist (Kochi)
🏢 NOV
📍 Kochi