Experienced AI/ML Engineer – Predictive Maintenance
IND - Bangalore, India
INR 2000K-2800K (estimate) Senior-level Full Time
Tasks
- Analyze aircraft fleet operational data
- Apply explainable AI privacy preserving methods and federated learning
- Build and productionize machine learning models
- Create explainable dashboards and visualizations
- Create technical documentation and deployment playbooks
- Design predictive maintenance diagnostic and prognostic solutions
- Detect anomalies and isolate faults
- Develop remaining useful life estimation algorithms
- Enforce data governance, security, and compliance
- Implement edge cloud telemetry and real time analytics
- Perform AI testing verification validation and robustness checks
- Run proofs of concept and pilot programs
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Artificial Intelligence | Calibration | Cloud Computing | Data Governance | Data Lakes | Docker | Edge Computing | Edge detection | Explainable AI | Fault isolation | Federated Learning | Generative AI | Image Processing | Image preprocessing | Kalman Filter | Kubernetes | MLOps | Machine Learning | NLP | NoSQL | Noise removal | NumPy | Pandas | Power BI | Privacy-preserving | Privacy-preserving learning | Probabilistic Modeling | PyTorch | Python | RAG | Remaining useful life | Robustness Testing | SQL | Scikit-learn | Semantic Search | Tableau | TensorFlow | Time Series | Time-series databases | Uncertainty evaluation | Vector Database
Education
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