Lead AI/ML Engineer – Predictive Maintenance
INR 2535K-4512K (estimate) Senior-level Full Time
Tasks
- Apply explainable AI and privacy-preserving methods
- Build anomaly detection fault isolation health prediction models
- Coordinate cross-functional teams
- Design diagnostic and prognostic architectures
- Develop explainable dashboards and visualizations
- Develop predictive maintenance analytics solutions
- Enforce data governance, security, and compliance
- Execute proofs of concept pilot programs and vendor evaluations
- Implement edge cloud telemetry architectures
- Implement federated learning
- Implement remaining useful life estimation
- Lead AI/ML projects
- Lead agile scrum delivery and backlog management
- Monitor model performance after deployment
- Perform AI testing verification validation
- Productize machine learning models
- Run robustness and adversarial testing
- Support research publication and patent contributions
- Translate requirements into actionable tasks
Perks/Benefits
Skills/Tech-stack
Adversarial Testing | Anomaly Detection | Classification | Cloud Architecture | Data Governance | Data Lakes | Data Modeling | Deep learning | Docker | Edge Computing | Explainable AI | Fault isolation | Federated Learning | Generative AI | Health management | Kalman Filter | Knowledge graphs | Kubernetes | MATLAB | MLOps | Machine Learning | Model Registry | Model Training | NLP | NoSQL | NumPy | Pandas | Power BI | Predictive Maintenance | Privacy-preserving | Privacy-preserving machine learning | Probabilistic Modeling | Prognostics and Health Management | PyTorch | Python | RAG | Regression | Reliability modeling | Remaining useful life | Retrieval-Augmented Generation | SQL | Scikit-learn | Security Compliance | Semantic Search | Simulink | Tableau | TensorFlow | TensorFlow Serving | Test-Driven | Test-Driven Development | Time Series | Time-series databases | Uncertainty calibration | Vector Database | Vectorization
Education
Roles
AI | AI/ML Engineer | Engineer | Lead | Lead AI/ML Engineer | Learning Engineer | ML Engineer | Machine Learning Engineer
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