Credit Data Engineer
Core
Design and own data infrastructure powering credit risk management, exposure monitoring, and decision-making for customer, account, and transactional data.
Role type
Senior IC credit data engineer
Builds
Reliable, well-modeled datasets enabling advanced analytics, ML models, and management reporting for credit governance
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
SQL (advanced), Python, Snowflake, dimensional data modeling, ETL/ELT patterns, Git, ERP-sourced financial data handling
Preferred skills
dbt, Airflow/Prefect/Dagster, Databricks/PySpark, CI/CD pipelines, REST APIs integration, AI/ML in credit analytics
Technologies
Snowflake, dbt, Airflow, Prefect, Dagster, Databricks, PySpark, GitHub Actions, Azure DevOps, Power BI
Responsibilities
Design and maintain data pipelines and transformation models in Snowflake; Build and govern the credit data warehouse layer; Implement transformation frameworks with tests and documentation; Orchestrate and monitor pipelines for downstream consumers; Onboard new data sources into the credit data platform; Drive data quality frameworks; Collaborate with stakeholders to translate requirements into data products; Support productionization of credit risk models
Seniority
Senior, hands-on IC
