Senior Research Scientist, Machine Learning Theory

Google Research is building the next generation of intelligent systems for all Google products.
$161,000 - $239,000
Machine Learning
Senior Software Engineer
In-Person
5,000+ Employees
2+ years of experience
AI · Enterprise SaaS

Description For Senior Research Scientist, Machine Learning Theory

As a Senior Research Scientist in Machine Learning Theory at Google Research, you will be part of the Learning Theory team dedicated to advancing the theoretical foundations of machine learning. Your role will involve conducting theoretical research in areas such as optimization, statistical learning theory, deep learning, online learning, and reinforcement learning. You'll design and analyze novel algorithms with provable guarantees, validate their effectiveness through experiments, and collaborate with engineers to translate theoretical insights into practical solutions for Google's products, including Gemini.

The position requires a PhD in Computer Science or a related field, with at least 2 years of experience leading a research agenda. You should have expertise in learning theory, statistical learning theory, optimization, decision making under uncertainty, and algorithms in general. The role involves publishing findings in conferences and journals, contributing to Google's research agenda, and actively participating in the wider research community.

Google Research teams collaborate closely with other teams across Google, maintaining flexibility to adapt to the world's fast-paced business needs. The work environment encourages innovation and provides the freedom to emphasize specific types of work while managing deadlines and deliverables.

The US base salary range for this full-time position is $161,000-$239,000, plus bonus, equity, and benefits. Google is committed to building a diverse and inclusive workforce, providing equal employment opportunities to all qualified candidates.

Join Google Research and be at the forefront of advancing machine learning theory and its practical applications in cutting-edge products and technologies.

Last updated 2 months ago

Responsibilities For Senior Research Scientist, Machine Learning Theory

  • Conduct theoretical research in areas such as optimization, statistical learning theory, deep learning, online learning and reinforcement learning, and other related ML Theory fields
  • Design and analyze novel algorithms with provable guarantees, and validate their effectiveness through experiments
  • Collaborate with engineers to translate your theoretical insights into practical solutions for Google's products, including Gemini
  • Publish and present findings in conferences and journals in machine learning, statistics, and optimization
  • Contribute to shaping Google's research agenda

Requirements For Senior Research Scientist, Machine Learning Theory

Python
  • PhD degree in Computer Science, a related field, or equivalent practical experience
  • 2 years of experience leading a research agenda
  • One or more scientific publication submission(s) for conferences, journals, or public repositories
  • Experience in theoretical computer science and statistical methods
  • Experience in algorithms and statistical learning

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