Senior Manager
Bengaluru, Karnataka, India
R
INR 1500K-3000K (estimate) Senior-level Full Time
Tasks
- Automate Databricks infrastructure deployment with Terraform and DABs
- Build Delta Lake tables and optimization
- Build data ingestion frameworks with Auto Loader and COPY INTO
- Build feature engineering pipelines with Databricks Feature Store
- Build lakehouse architectures with Delta Lake
- Build streaming ingestion pipelines to Delta tables
- Configure and manage Unity Catalog
- Create and manage Databricks Jobs and Workflows
- Design and maintain Databricks workspaces and clusters
- Develop Delta Live Tables pipelines
- Develop batch and real time pipelines with PySpark and Spark SQL
- Develop reusable transformation frameworks and utilities
- Enable generative AI using RAG vector search and LLM fine tuning
- Implement CI CD pipelines for Databricks notebooks and workflows
- Implement MLOps with model serving and A B testing
- Implement error handling logging monitoring and DLQ
- Implement medallion architecture
- Implement model training inference and GPU compute enablement
- Integrate with Azure Data Lake Storage and streaming platforms
- Manage Databricks secrets and access controls
- Manage schema evolution Time Travel and Change Data Feed
- Monitor pipeline execution and cluster utilization
- Optimize Databricks cluster configurations
- Optimize PySpark applications performance
- Set up MLflow experiment tracking and model registry
Perks/Benefits
- N/A
Skills/Tech-stack
ACID | ADLS | AQE | AWS Secrets | AWS Secrets Manager | Adaptive Query | Adaptive query execution | Airbyte | Amazon Kinesis | Auto Loader | Azure Data | Azure Data Lake | Azure Data Lake Storage | Azure DevOps | Azure Event | Azure Event Hubs | Azure Key Vault | CI/CD | COPY INTO | Change Data Feed | DBT | Data Lake Storage | Data feed | Databricks | Databricks Feature Store | Databricks Model Serving | Databricks Secrets | Delta Lake | Delta Live Tables | Delta Live) | Event Hubs | Feature Store | Fivetran | GitHub Actions | GitLab CI | Great Expectations | Infrastructure as Code | Kafka | Key Vault | MLflow | Medallion Architecture | Model Serving | Photon Engine | PySpark | Query Execution | Secrets Manager | Spark SQL | Structured Streaming | Terraform | Time Travel | Unity Catalog | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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