Seasoned Data-bricks Senior Platform Engineer who can implement
scalable, end-to-end data solutions on Data-bricks 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 Data-bricks
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 Data-bricks 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 Data-bricks 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 Outstanding 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
- Data-bricks 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
📌 Databricks Platform Engineer (Bengaluru)
🏢 Important Group
📍 Bengaluru
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