A company is looking for a Staff Machine Learning Engineer for the Home Podcast team.Key ResponsibilitiesDesign, scale, build, evaluate, integrate, and refine reward signals for recommendations through hands-on ML developmentPromote best practices of ML systems development, testing, and evaluation within the team and organizationLead collaborations to integrate and A/B test mid-term signals in various recommendation systemsRequired QualificationsStrong background in machine learning with expertise in statistics, optimization, and relevant modelsHands-on experience with large cross-collaborative machine learning projects and stakeholder managementExperience implementing production machine learning systems at scale in programming languages such as Java, Scala, or PythonFamiliarity with large scale data processing frameworks like Apache Beam or Apache Spark, and cloud platforms like GCP or AWSUnderstanding of agile software processes and data-driven development