Associate AI/ML Engineer – Predictive Maintenance
IND - Bangalore, India
INR 1500K-2500K (estimate) Mid-level Full Time
Tasks
- Analyze operational data
- Apply MLOps pipelines
- Apply explainable AI
- Apply federated learning
- Apply privacy preserving methods
- Build dashboards and visualizations
- Build machine learning models
- Deploy edge cloud architectures
- Design diagnostic and prognostic solutions
- Develop remaining useful life models
- Enforce data governance, security, and compliance
- Implement anomaly detection
- Implement fault isolation
- Implement time series data storage
- Perform model verification and validation
- Perform robustness and adversarial testing
- Produce technical documentation and reports
- Productionize machine learning models
- Run proofs-of-concept and vendor evaluations
- Run simulation and scenario testing
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Artificial Intelligence | Cloud Computing | Data Lakes | Deep learning | Docker | Edge Computing | Explainable AI | Fault isolation | Federated Learning | GenAI | Kalman Filter | Kubernetes | MLOps | Machine Learning | Model Registry | NLP | NumPy | Pandas | Power BI | Privacy-Preserving Methods | Privacy-preserving | Probabilistic Modeling | PyTorch | Python | RAG | Remaining useful life | Retrieval-Augmented Generation | Robustness Testing | SQL | Scikit-learn | Semantic Search | Tableau | TensorFlow | Time Series | Time-series databases | Uncertainty calibration | Vector Databases
Roles
AI | AI/ML Engineer | Engineer | Learning Engineer | ML Engineer | Machine Learning Engineer
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