Databricks Data Engineer Lead – Sustainability Project
5 days ago
Job Summary: BCSS is seeking a Databricks Data Engineer to support its enterprise-wide Sustainability initiative. The engineer will be responsible for building data pipelines and models to support product-level carbon footprint analysis. This role involves integrating structured engineering, manufacturing, and supplier data into a unified model using Databricks on AWS. Key Responsibilities: - Develop and optimize ETL/ELT pipelines on Databricks using PySpark and SQL to support carbon footprint analytics. - Build data models that combine engineering (EBOM), manufacturing (MBOM), supplier, and factory operations data to generate emissions metrics. - Integrate and transform data from: - MBOM from SAP, including multilevel BOM explosion logic - EBOM from Oracle-based systems (no explosion required) - Supplier environmental data (e.G., material-level emissions) - Factory data (e.G., energy consumption, material usage) - Collaborate with sustainability analysts, engineering teams, and supply chain stakeholders to translate carbon calculation logic into data transformations. - Ensure high data quality, lineage, and governance using Delta Lake, Unity Catalog, and standard best practices. - Leverage AWS services such as S3, Glue, and Athena for orchestration and storage. - Document data logic and workflows for traceability and compliance with ESG standards. Technical Requirements : - Hands-on experience with Databricks (Delta Lake, Unity Catalog, Jobs, Workflows) - Strong skills in PySpark and SQL - Experience with SAP MBOM structures, especially multilevel BOM explosion - Understanding of Oracle-based EBOM systems and ability to integrate structured data - Familiarity with AWS data ecosystem (S3, Glue, Lambda, Athena) - Strong knowledge of data modeling, pipeline optimization, and performance tuning Preferred Qualifications: - Experience in carbon accounting, lifecycle analysis, or sustainability-focused data projects - Understanding of manufacturing data and supply chain operations - Exposure to SAP ECC/S/4HANA and Oracle-based PLM or engineering systems - Experience with version control, CI/CD (e.G., Git, Databricks Repos)
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