AI/ML Engineer – Predictive Maintenance

About the job

Position Overview: Boeing India Engineering & Technology Center (BIETC) is based in Bangalore, India and is engaged in the development and support of advanced aerospace and aviation technologies, products, and services. Boeing Artificial Intelligence (Boeing AI) India is part of Boeing India Engineering & Technology Center (BIETC), and is focused on innovation, and developing & transitioning new technologies in support of Boeing products and services. Your Responsibilities: • Analyze requirements, historical operational data from aircraft fleets, design and prototype innovative solutions to meet diagnostic and prognostic requirements for aircraft sub-systems as per project definition. • Apply Advanced Prognostics & Health Monitoring techniques to assess the state of health, monitor component failures for aircraft systems & subsystems. • Develop and refine algorithms to estimate Remaining Useful Life (RUL) and identify early-stage degradation patterns. • Implement innovative, nonstandard approaches for anomaly detection, fault isolation and health prediction using physics, probabilistic, and machine learning-based approaches in high-level software (Python, Matlab/Simulink, etc.). • Support project leads to build and productionize ML models (anomaly detection, RUL, fault classification) with modern stacks (TensorFlow, PyTorch, scikit-learn) and MLOps practices (Docker, Kubernetes, model registries). • Implement edge/cloud architectures and scalable storage (time-series DBs, data lakes) to support fleet-scale telemetry and real-time analytics. • Design explainable visualizations and dashboards (Power BI, Tableau, GoJS), highlighting KPIs, model outputs, and uncertainty for stakeholders. • Execute AI testing, verification & validation (V&V): define test datasets and metrics, run simulation and edge scenario testing, adversarial and robustness checks, calibration and uncertainty evaluation, safety-case evidence and continuous post-deployment monitoring.

Requirements

• AI/ML
• Predictive Maintenance
• Data Analytics
• Python
• TensorFlow
• PyTorch

Qualifications

• Bachelor's Degree

Preferred Technologies

• AI/ML
• Predictive Maintenance
• Data Analytics
• Python
• TensorFlow
• PyTorch

About the company

Boeing is a leading global aerospace company that develops, manufactures, and services commercial airplanes, defense products, and space systems for customers in over 150 countries. The Boeing India Engineering & Technology Center is engaged in the development and support of advanced aerospace and aviation technologies, products, and services.