Associate AI/ML Engineer – Predictive Maintenance
INR 1200K-2500K (estimate) Mid-level Full Time
Tasks
- Analyze fleet operational data
- Apply explainable AI and privacy-preserving methods
- Build machine learning models and productionize
- Conduct proofs of concept and vendor evaluations
- Create explainable dashboards and visualizations
- Deploy ML models with MLOps
- Design diagnostic prognostic solutions
- Design edge cloud architectures
- Develop remaining useful life prediction
- Enforce data governance, security, and compliance
- Execute AI testing verification validation
- Implement anomaly detection and fault isolation
- Implement time series storage and real time analytics
- Produce technical documentation and deployment playbooks
- Run robustness and uncertainty evaluations
- Translate analytics work into product value
- Use federated learning
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Calibration | Classification | Cloud Computing | Data Governance | Data Lakes | Data Security | Deep learning | Docker | Edge Computing | Explainable AI | Fault isolation | Federated Learning | Generative AI | Kubernetes | Language Models | Language Processing | Large Language Models | MATLAB/Simulink | MLOps | Machine Learning | Model Registry | Model Testing | Model Verification Validation | Model verification | Natural Language | Natural Language Processing | NumPy | Pandas | Power BI | Privacy-Preserving Methods | Privacy-preserving | PyTorch | Python | Regression | Remaining useful life | Retrieval-Augmented Generation | SQL | Scikit-learn | Semantic Search | Tableau | TensorFlow | Time Series | Uncertainty Quantification | Vector Databases | Vector Search | Verification & Validation
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