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The Data Scientist - SEM Bidding role at Gametime involves optimizing Search Engine Marketing (SEM) campaign performance through predictive modeling and integration of marketplace signals into the Google Ads platform. The position requires collaboration with various teams to drive SEM spend optimization, manual bid adjustments, and Target ROAS settings, ultimately impacting the company's growth and marketing efficiency.