Experienced AI/ML Engineer – Predictive Maintenance
IND - Bangalore, India
INR 2000K-4225K (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 visualizations and dashboards
- Deploy models using MLOps practices
- Design diagnostic and prognostic solutions
- Design edge cloud architectures for telemetry analytics
- Develop remaining useful life estimation models
- Enforce data governance, security, and compliance
- Implement anomaly detection and fault isolation algorithms
- Implement time series data storage and data lakes
- Perform AI testing verification validation and robustness checks
- Produce technical documentation and deployment playbooks
- Run proofs-of-concept and vendor evaluations
- Translate technical work into product and after sales value
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Classification | Cloud Computing | Compliance | Data Governance | Data Lakes | Data Modelling | Deep learning | Docker | Edge Computing | Explainable AI | Fault isolation | Federated Learning | Generative AI | Kalman Filter | Kubernetes | Language Models | Large Language Models | MLOps | Machine Learning | Model Registry | Model calibration | NLP | NoSQL | NumPy | Pandas | Power BI | Privacy-Preserving Techniques | Privacy-preserving | Probability | PyTorch | Python | RAG | Regression | Remaining useful life | Retrieval-Augmented Generation | Robustness Testing | SQL | Scikit-learn | Security | Semantic Search | Tableau | TensorFlow | Time Series | Time-series databases | Uncertainty Estimation | Vector Database | Verification and Validation
Education
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