Databricks Data Engineer Lead – Sustainability Project
3 weeks 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 tuningPreferred 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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