Machine Learning Engineer 5 - Ads Measurement

Experience building advertising measurement products (e.g., Brand Lift, Conversion lift and attribution measurement, advertiser A/B testing, Measurement Intelligence). Experience building and operating production machine learning systems at scale. Experience productionizing machine learning models and partnering closely with Data Scientists. Strong software engineering skills building scalable backend services and data pipelines. Proficiency in Java, Python, or Scala. Experience with causal inference, experimentation, or marketing science. Experience with streaming and large-scale data processing (e.g., Spark, Flink). Experience with MLOps, model serving, and production ML operations. Experience building customer-facing analytics or measurement platforms. Experience working in the AdTech or MarTech ecosystem.