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DataZymes - Databricks Platform Engineer - ETL

DataZymes - Databricks Platform Engineer - ETL

DATAZYMES ANALYTICS PRIVATE LIMITEDBangalore
30+ days ago
Job description

Role Overview :

Seasoned Databricks Senior Platform Engineer who can implement scalable, end-to-end data solutions on Databricks over AWS. This role is pivotal in building the foundational infrastructure for data products, ensuring data quality, and enabling machine learning capabilities

Key Responsibilities :

  • Design and implement end-to-end ETL pipelines in Databricks, sourcing data from Amazon S3 and Amazon RDS and other sources.
  • Design and deploy Databricks workspaces and clusters optimized for performance, scalability, and cost-efficiency.
  • Set up data quality frameworks and anomaly detection mechanisms to ensure reliability and trust in data products.
  • Enable machine learning capabilities within Databricks by configuring necessary services, libraries, and integrations.
  • Collaborate with data scientists, engineers, and DevOps teams to ensure seamless platform operations.
  • Automate deployment and monitoring using CI / CD pipelines, GitHub
  • Document architecture, workflows, and operational procedures for platform governance.

Requirements :

Core Platform & Cloud :

  • 5+ years of experience in platform engineering roles
  • Strong expertise in Databricks on AWS
  • Proficient with Amazon S3, Amazon RDS, and IAM roles / policies
  • Experience with Delta Lake, Structured Streaming, and Databricks Workflows
  • ETL & Data Quality :

  • Hands-on experience building ETL pipelines using Spark
  • Familiarity with data validation, profiling, and anomaly detection frameworks
  • Knowledge of tools like Great Expectations or custom validation scripts
  • ML Platform Enablement :

  • Experience setting up ML infrastructure including :
  • MLflow for experiment tracking and model registry
  • Feature Store for reusable feature pipelines
  • Databricks Runtime for ML
  • Integration with AWS SageMaker or custom ML libraries
  • Understanding of model lifecycle management, though model development is out of scope
  • DevOps & Automation :

  • Proficiency with GitHub, CI / CD pipelines, and Terraform or CloudFormation
  • Preferred Qualifications :

  • Experience working with healthcare data
  • Exposure to data mesh or data product architecture principles
  • (ref : hirist.tech)

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    Etl Engineer • Bangalore

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