Software Engineer, AI/ML, Creative Intelligence

Google•Mountain View, CA

About The Position

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. In this role, you will build beautiful ad creatives for every user at every query to drive performance and user value. Our team focuses on revolutionizing how ad creatives are composed, personalized, and optimized at scale using AI/ML techniques. We develop intelligent systems that enhance the relevance and performance of Ad creatives served to billions of YouTube users. Our work spans Deep Learning, Reinforcement Learning, Generative AI, and large-scale serving platforms to power the next generation of Ad Creative experiences. Google Ads is helping power the open internet with the best technology that connects and creates value for people, publishers, advertisers, and Google. We’re made up of multiple teams, building Google’s Advertising products including search, display, shopping, travel and video advertising, as well as analytics. Our teams create trusted experiences between people and businesses with useful ads. We help grow businesses of all sizes from small businesses, to large brands, to YouTube creators, with effective advertiser tools that deliver measurable results. We also enable Google to engage with customers at scale.

Requirements

Bachelor's degree or equivalent practical experience.
2 years of experience in software development (e.g., C++, Python).
1 year of experience contributing to software design and architecture, and experience with testing and launching software features.

Nice To Haves

Master's degree or PhD in Computer Science or related technical fields.
Experience with ML frameworks (e.g., PyTorch, JAX, TensorFlow).
Experience in large-scale data processing or distributed systems.
Experience with generative models and their applications.
Experience in designing, running, and analyzing large-scale online experiments (A/B tests).
Familiarity with online advertising systems, creative optimization, personalization, or recommender systems.

Responsibilities

Develop novel machine learning models, incorporating techniques like deep learning, reinforcement learning, and generative AI, from concept to production.
Build and integrate scalable ML pipelines and services, collaborating with infrastructure and serving teams to power creative optimization.
Analyze performance metrics, deriving insights, and implement algorithmic improvements for creative selection, freshness, and exploration.