Quick overview
Job description
- 4+ years hands-on experience building enterprise Data Lakes on AWS, Azure or Google Cloud.
- Experience ingesting relational, semi-structured and unstructured data.
- 4+ years transforming Data Lake datasets into data products.
- Experience maintaining traceability from data-product attributes/features back to critical data elements.
- 2+ years enforcing data-sharing policies and access controls for data products.
- 4+ years designing and implementing data, analytics and AI solutions for large enterprises.
- Strong Python / PySpark / SQL experience.
- Experience extracting data from relational databases, flat files, CSV, HTML and JSON sources.
- Experience implementing Lakehouse Medallion Architecture.
- Experience working with Parquet data formats.
- Experience designing Star Schema-based operational data stores.
- Power BI or Tableau experience.
- Databricks
- SageMaker
- Apache Spark / PySpark
- Apache Kafka
- Kubernetes
- SQL / NoSQL
- Graph Databases
- Python / R
- Terraform
- Docker
- YAML
- DAGs
- GitHub
- Jenkins
- dbt
- AWS / Azure / Google Cloud
- Parquet
- Power BI / Tableau
- AWS Glue
- Redshift Spectrum
- DataHub
- Machine Learning
- Design, develop and maintain enterprise data pipelines.
- Architect and optimize data infrastructure.
- Design storage solutions and orchestration frameworks.
- Develop ETL/ELT processes.
- Transform and prepare data for analytics and operational systems.
- Establish data quality, reliability and security standards.
- Implement validation and governance practices.
- Lead and mentor data engineering teams.
- Review technical designs and code.
- Collaborate with data scientists, analysts, product teams and business stakeholders.
- Support the State of Michigan technology environment.
- Work with the University of Michigan proof-of-concept team to promote data engineering best practices.
- Provide technical training and guidance to data engineers.
- GitHub
- Jenkins
- Terraform
- YAML
- Docker
- DAGs
- Databricks
- SageMaker
- Data governance/security tools
- Data-sharing policy enforcement
- Data engineering standards and best practices
- Lakehouse/Medallion Architecture
- Data/ML pipeline development
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