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The Databricks M/L Technical Lead is a senior, hands-on role responsible for the design, development, and delivery of highly scalable, secure, and performant data solutions on the
Databricks Lakehouse Platform
. It is expected to provide technical leadership to a team of engineers, defining coding standards, implementing architectural patterns, and ensuring the delivery of high-quality data products.
Key Responsibilities
Lead the Design:
Define and implement robust data architectures utilizing the Databricks ecosystem, including
Delta Lake, Unity Catalog, Machine Learning Models and Databricks Workflows
.
Hands-on Development:
Serve as the most senior developer, writing high-quality, production-grade code in
PySpark/Scala and SQL
for complex batch and streaming ETL/ELT pipelines.
Performance Optimization:
Lead performance tuning and optimization efforts for large-scale Spark jobs, ensuring efficient cluster utilization and cost management
Standards & Best Practices:
Define and enforce technical standards, code quality, testing frameworks (unit, integration), and DataOps/CI/CD pipelines for the engineering team.
Qualification
Skills & Experiences
8+ years
of experience in machine learning, data science, or MLOps, with at least
4+
years
focused specifically on the
Databricks Lakehouse Platform
.
Expert proficiency
in
Python
and
PySpark/Scala
for large-scale data processing and machine learning.
Deep understanding and practical experience with
Delta Lake
architecture and optimization techniques.
* Proven expertise implementing
MLOps
principles using
MLflow
(Tracking, Registry, Projects, and Deployment).
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