As a Machine Learning (ML) Manager, you'll be responsible for building products and solutions that enable advertisers to optimize for their campaign goals and performance on the Apple Ads Platforms. In addition, you will have the opportunity to play a critical role in influencing the roadmap and technical strategy in allied areas like auction optimization, advertiser recommendations, response prediction etc all of which are critical for delivering enhanced experience for the advertisers on our platform. - Define and implement the technical strategy for building solutions like budget and bid optimization for optimizing campaign performance and advertiser experience- Play a critical role in shaping the strategy and roadmap for allied areas like auction optimization, advertiser recommendations, response prediction etc to deliver an optimal end to end experience for advertisers- Leverage innovative research and technology to deliver these capabilities at scale- Execute and analyze large-scale experiments to drive continuous improvements in ad effectiveness.- Operate at utmost scale, ensuring efficient and reliable model deployment and execution. - Develop and implement ad algorithms, optimization solutions, and marketplace data analyses within an ad network. - Architect and scale intelligence systems, addressing operational concerns and performance optimizations.