Senior Machine Learning Scientist - Ad Campaign Optimization
Core
Design and build scalable solutions for budget and bid optimization to drive optimal campaign performance and advertiser experience on Apple Ads.
Role type
Senior Machine Learning Scientist (Ad Campaign Optimization)
Builds
Next-generation solutions for budget and bid optimization enabling optimal campaign performance
Domain
Advertising technology, machine learning, optimization
Deliverable
production ML models
Required skills
Machine learning, quantitative optimization, reinforcement learning, production code implementation, experimental design, online experimentation, Java/Python, distributed frameworks (Spark/Hadoop), research publication
Preferred skills
Ads optimization, recommendations, search relevance optimization, PhD in ML/Statistics/Optimization
Technologies
Spark, Hadoop, Java, Python
Responsibilities
Develop models and systems to improve the ad platform, generate high-quality ad recommendations, perform large-scale complex experiments, lead development of advanced algorithms to improve the ad network, work with product management to prioritize innovation roadmap, set strategy and deliver end-to-end scalable solutions
Seniority
Senior, hands-on IC
