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Build and improve a real-time ad bidding system that decides which bid requests to send to demand partners, spanning a Node.js bidder, data pipelines, large-scale SQL and gradient-boosted ML models. Candidates need backend and distributed systems expertise, strong SQL, comfort with large datasets, and fluent use of AI coding tools.