MLOps Engineer
Gurugram, Haryana, India
INR 2500K-2800K (estimate) Senior-level Full Time
Tasks
- Assess data freshness
- Automate data preparation
- Automate feature engineering
- Collaborate with data scientists
- Define versioning standards
- Deploy models
- Detect feature leakage
- Detect schema drift
- Enable prediction consumption
- Enforce lineage governance
- Evaluate bias
- Identify model performance decay
- Implement data quality checks
- Manage model versioning
- Monitor model performance
- Operationalize model scoring
- Resolve report mismatches
- Rollback models
- Run feature readiness checks
- Support CI CD for ML assets
- Track experiments
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Azure DevOps | Azure Machine Learning | CI/CD | Data Lineage | Data Quality | Data Validation | Data pipeline | Databricks | Deployment Monitoring | Experiment tracking | Feature Store | Git | Governance | Machine Learning | Microsoft Fabric | Model Registry | Power BI | Python | SQL | Semantic models
Education
N/A
Roles
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