Amazon - Bangalore, Karnataka - The Ad Optimization group in Bangalore has the charter to solve optimization problems for ad-programs in Amazon and ensure high quality ad-impressions. We develop advanced algorithms and systems to optimize performance for our advertisers and publishers. We are focused on solving a wide variety of problems in the area of computational advertising and we currently manage the following programs: Traffic Quality, VUE (Viewability and User Engagement), Advertising Brand Safety, ContX (Contextual Extraction) and Ad Runway. Our group includes experts in the areas of distributed computing, machine learning, statistics, optimization, text mining, information theory, control systems, combinatorics and econometrics. We typically process ad-impressions and clicks in the orders of billions per day. To handle data at this scale, we use cutting-edge open source technologies like Hadoop, Spark, Redis and Amazon's cloud services like EC2, S3, EMR, DynamoDB and RedShift. We build and deploy complex m...
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