Experienced AI/ML Engineer – Predictive Maintenance
IND - Bangalore, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze aircraft fleet operational data
- Apply explainable AI and privacy-preserving methods
- Build and productionize machine learning models
- Build scalable time series and data lake pipelines
- Collaborate with cross-functional teams and customers
- Conduct AI testing verification validation and robustness checks
- Create explainable dashboards and visualizations
- Create technical documentation and deployment playbooks
- Design diagnostic and prognostic solutions
- Design edge cloud telemetry architectures
- Develop remaining useful life estimation algorithms
- Enforce data governance, security, and compliance
- Implement MLOps for predictive maintenance
- Implement federated learning when appropriate
- Perform anomaly detection and fault isolation
- Run proofs of concept and pilot programs
Perks/Benefits
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Artificial Intelligence | Classification | Cloud Computing | Data Governance | Data Lakes | Data analytics | Digital Twin | Docker | Edge Computing | Explainable AI | Fault isolation | Federated Learning | GenAI | Kalman Filter | Kubernetes | LLMs | MATLAB/Simulink | MLOps | Machine Learning | Model Testing | Model calibration | Model registries | NLP | NumPy | Pandas | Privacy-Preserving Methods | Privacy-preserving | Probabilistic Modeling | PyTorch | Python | Regression | Reliability Engineering | Remaining useful life | Retrieval-Augmented Generation | SQL | Scikit-learn | Semantic Search | Simulation Modeling | TensorFlow | Time Series | Time-series databases | Uncertainty Estimation | Vector Databases
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