5 hours ago
Base Salary
$207k - $300k/yr
Responsibilities
- Lead the end-to-end development and productionization of machine learning models using deep learning, reinforcement learning, and generative AI.
- Build and scale machine learning pipelines for training, inference, and integration with high-throughput ad-serving systems.
- Explore and integrate generative models for text, image, and video adaptations within Ads.
- Develop metrics and algorithms for creative freshness, asset valuation, efficient exploration, and creative composition optimization.
- Contribute to centralized services that unify asset attributes and model-driven insights across applications.
- Design, develop, test, deploy, maintain, and enhance software while managing project priorities, deadlines, and deliverables.
Requirements
- Bachelor's degree or equivalent practical experience.
- At least 8 years of software development experience.
- At least 5 years of experience testing and launching software products and 3 years of experience with software design and architecture.
- Preferred: master's degree or PhD in Computer Science, Machine Learning, or a related technical field.
- Preferred: 8 years of experience with data structures and algorithms.
- Preferred: 5 years of experience building and productionizing machine learning models, including deep learning or reinforcement learning.
- Experience with TensorFlow, JAX, TensorFlow Extended, AdBrain, generative models, and large-scale online experiments is preferred.
- Familiarity with online advertising systems, creative optimization, personalization, or recommender systems is preferred.
Benefits
- US base pay is listed at $207000-$300000, plus a 20% bonus target, equity, and benefits.
- The role involves collaboration with Google Research, DeepMind, infrastructure teams, and serving teams.
- The work has impact at the scale of billions of YouTube users and supports Google's global advertising business.
Tech Stack
TensorFlow
Categories
About Google
Google builds consumer and enterprise software and services including Search, Android, YouTube, Chrome, Maps, Gmail, and Google Cloud. Its business model centers on digital advertising and paid cloud, software, and hardware offerings (e.g., Pixel and Nest) for consumers, developers, and organizations. Founded in 1998 and headquartered in Mountain View, California, Google operates globally as a subsidiary of Alphabet Inc.