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Tech Stack
Tools & technologiesAzureETLPySparkPythonPyTorchScikit-LearnSparkSQLTensorflowUnity
About the role
Key responsibilities & impact- Build and maintain scalable data pipelines, ETL and ELT processes, and data models within the Databricks platform.
- Design, develop, and deploy data and AI solutions using Databricks, Spark, Delta Lake, and related technologies.
- Develop batch and streaming pipelines using tools such as Databricks Workflows and Azure Data Factory.
- Design logical data flow diagrams and normalized schemas, implementing Lakehouse patterns such as the Medallion Architecture (Bronze, Silver, Gold layers).
- Ensure data quality, integrity, security, and governance throughout the data lifecycle, including use of Unity Catalog.
- Optimize Spark jobs and data transformations through effective partitioning, caching, and join strategies.
- Monitor pipeline execution, identify failures, and troubleshoot complex data processing issues.
- Collaborate with data architects, analysts, data scientists, and business stakeholders to understand requirements and deliver solutions.
- Support documentation of data processes, standards, and data flows.
Requirements
What you’ll need- 5 Years of experience designing, developing, and deploying data solutions on the Databricks platform.
- Proficiency in Python, including PySpark, and SQL.
- Hands-on experience with Spark, Delta Lake, and Lakehouse architectures.
- Experience implementing data quality, governance, and security practices across data pipelines.
- Familiarity with machine learning concepts, tools, and libraries such as TensorFlow, PyTorch, Scikit-learn, and MLflow is a plus.
- Experience configuring and integrating external AI models and working with AI governance and monitoring tools is a plus.
- Experience with asynchronous programming patterns in Python for building scalable data or AI workloads is a plus.
- Strong problem-solving, collaboration, and communication skills.
Benefits
Comp & perks- Health insurance
- 401(k) matching
- Paid time off
- Professional development
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonPySparkSQLSparkDelta LakeETLELTdata modelingasynchronous programmingmachine learning
Soft Skills
problem-solvingcollaborationcommunication
