Staff ML Engineer - Ads Personalization & Quality

Google LLC; Mountain View (CA); On-site; USD 207,000 - 300,000; Full time

Job summary

Google LLC in Mountain View, CA is seeking a Staff ML Software Engineer for Ads Modeling, Personalization, and Quality to lead design and deployment of ML systems across Google Ads.

You will build deep learning models, collaborate with research teams, and improve ad quality and performance at scale. This role requires extensive ML expertise, leadership, and a track record in delivering large-scale software products.

Qualifications

• Bachelor's degree in Computer Science or a related technical field, or equivalent practical experience.
• 8 years of experience in software development.
• 5 years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).
• 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
• 5 years of experience with ML/AI algorithms and tools, deep learning or other AI/ML modeling.
• Experience in the digital Ads ecosystem.

Responsibilities

• Design new deep learning based ML models to predict users’ interaction with different ad formats across Google’s various ad delivery channels.
• Incorporate and engineer input features from ad creatives, publisher pages/content, as well as users’ personalized ad history to improve models’ accuracy.
• Improve the efficiency and reliability of ML models by designing novel model architectures and adopting development and release processes.
• Debug and troubleshoot advertiser performance problems.
• Work with Product Management, UX, and partner teams to design and deliver new ad experiences. Leverage data and metrics to help evaluate product success and drive business decisions.

Skills

Software development

ML design

ML deployment

Model evaluation

Data processing

Debugging

Fine tuning

Ad tech experience

Education

Bachelor's degree in Computer Science or related field

Job description

Google LLC in Mountain View, CA is seeking a Staff ML Software Engineer for Ads Modeling, Personalization, and Quality to lead design and deployment of ML systems across Google Ads.

You will build deep learning models, collaborate with research teams, and improve ad quality and performance at scale. This role requires extensive ML expertise, leadership, and a track record in delivering large-scale software products.