11 hours ago
Mountain View, CA, USAMid Level
H1B sponsor
Base Salary
$147k - $210k/yr
Responsibilities
- Improve UAC bidder accuracy and stability using statistical analysis and new machine-learning and optimization algorithms.
- Modernize bidding infrastructure and design and implement algorithms that improve cold starts for new campaigns.
- Debug bidding infrastructure inaccuracies, propose improvements, and lead design, implementation, experimentation, analysis, and launch activities.
- Engineer input features from ad creatives, publisher pages and content, and users’ personalized ad history.
- Improve ML model efficiency and reliability through novel architectures and robust development and release processes.
- Work with PM, UX, and partner teams to design and deliver ad experiences and use data and metrics to evaluate product success and guide business decisions.
Requirements
- Bachelor’s degree in Computer Science or a related technical field, or equivalent practical experience.
- Two years of software development experience, or one year of experience with an advanced degree.
- Experience developing software with C++.
- Experience with quantitative data analysis, statistical modeling, and dataset interpretation.
- Experience with mathematical optimization and statistical learning.
- Preferred experience with system design, including technical architecture, system interfaces, and data models.
- Preferred experience with Python, R, MATLAB, C++, Java, or Go for data analysis and computational statistics.
- Preferred experience with Colab, SQL, and other data analysis tools.
- Preferred experience with distributed and parallel systems, machine-learning models, information retrieval, and mathematical optimization techniques such as linear programming, convex optimization, or reinforcement learning.
- Strong quantitative reasoning skills demonstrated in data science, optimization, machine learning, natural science, or another mathematical field.
Benefits
- US base pay is $147000-$210000, plus a 15% bonus target, equity, and benefits.
- The role offers opportunities to switch teams and projects as business needs and career interests evolve.
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.