5+ years of experience as a Data Engineer Snowflake architecture expertise for multi-tenant B2B applications Performance optimization for customer-facing data models and analytics. Advanced SQL skills for complex query optimization Proficiency in Python, Scala, or Go for data pipeline development Experience analyzing source data structures and recommending improvements Ability to collaborate with engineering teams on data design Experience with ETL/ELT pipelines (Airflow, dbt) Integration experience with Power BI, Tableau, and Sigma Mentoring skills for report creation using BI tools Data quality management for customer-facing products Experience with GitHub/source control and CI/CD pipelines (GitHub Actions or Jenkins) Understanding of multi-tenant data security and governance