Principal Engineer - AI/ML
Bengaluru Luxor North Tower, India
INR 2500K-4500K (estimate) Senior-level Full Time
Tasks
- Architect production machine learning solutions
- Build MLops pipelines
- Collaborate on feature pipelines and data latency requirements
- Deploy machine learning models in enterprise production
- Ensure data governance and compliance
- Implement batch scoring jobs
- Implement model serving endpoints
- Manage CI CD workflows for continuous training and deployment
- Mentor engineers on ML engineering practices
- Monitor model performance and drift
- Operationalize model lifecycle data ingestion feature engineering versioning serving monitoring
- Translate notebooks into production code
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Azure Databricks | Azure Machine Learning | B testing | Batch inference | CI/CD | Canary Deployment | Data Ingestion | Databricks Workflows | Delta Lake | Drift Detection | Experiment tracking | FastAPI | Feature Engineering | Feature Store | Flask | MLOps | MLflow | Machine Learning | Model Monitoring | Model Registry | Online Inference | REST API | Spark | Unity Catalog
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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