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As a Data Engineer II at Magnite, you will build and optimize data pipelines using Apache Spark and Python, collaborate with SRE teams on infrastructure provisioning with Terraform and AWS, design secure APIs for data retrieval, and enhance the Audience data pipeline while ensuring operational performance of builds.