Databricks data engineer lead – sustainability project
7 hours 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 Py Spark 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 Py Spark 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/4 HANA and Oracle-based PLM or engineering systems • Experience with version control, CI/CD (e.g., Git, Databricks Repos)
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