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Research Scientist in Reinforcement Learning

On-site Full-time

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Experience Level

Mid to Senior

Qualifications

QualificationsApplicants should possess a PhD in Computer Science, Mathematics, Statistics, or a related field, along with a strong foundation in reinforcement learning and machine learning principles. Proficiency in programming languages such as Python and experience with machine learning frameworks are essential. A demonstrated ability to conduct independent research, publish findings, and collaborate effectively in a team-oriented environment is highly desirable.

About the job

At Google DeepMind, we prioritize diversity in experience, knowledge, backgrounds, and perspectives, leveraging these attributes to create remarkable impact. We are dedicated to providing equal employment opportunities regardless of sex, race, religion, belief, ethnic or national origin, disability, age, citizenship, marital status, domestic or civil partnership status, sexual orientation, gender identity, pregnancy, or any other condition protected by applicable law. If you have a disability or additional needs that require accommodation, please feel free to reach out to us.

Snapshot

We seek talented Research Scientists to advance fundamental research and technology in Artificial Intelligence, as part of our interdisciplinary and collaborative Reinforcement Learning team.

About Us

DeepMind’s RL team is a cohesive and collaborative group of scientists and engineers, led by Tom Schaul. We address large-scale research challenges in reinforcement learning, designing, refining, and scaling RL algorithms to yield significant scientific and product impact. Over the past decade, our RL team has been pivotal in developing innovations such as DQN, AlphaGo, Rainbow, AlphaZero, MuZero, AlphaStar, AlphaProof, and Gemini. Join us in creating the next groundbreaking advancement!

The Role

As a Research Scientist, you will leverage your machine learning expertise and technical skills to innovate, spearhead research projects, and apply findings to impactful challenges. You will be responsible for implementing code, conducting experiments, owning results from start to finish, communicating findings effectively, and collaborating with fellow team members to empower others.

Your work may involve:

  • Initiating and pursuing novel research directions by proposing and testing hypotheses.
  • Implementing algorithmic ideas and executing comprehensive experiments, including setup, execution, analysis, and iteration.
  • Sharing your expertise and insights with other researchers.
  • Building or enhancing infrastructure to support scalable research.
  • Designing evaluations and ablations that address real questions and influence perspectives.
  • Meticulously analyzing results, including debugging and failure analysis.
  • Effectively communicating through visualizations, write-ups, and publication-ready narratives and figures.
  • Contributing to a culture of first-principles thinking, high standards, and constructive feedback.

Our projects encompass a broad spectrum of state-of-the-art machine learning and AI domains, including large language models, distributed machine learning, and more.

About DeepMind Technologies Limited

DeepMind is a world-renowned research organization focused on artificial intelligence. We work on a range of projects that push the boundaries of AI and contribute to advancements that can make a meaningful impact across various fields. Our team is dedicated to fostering an inclusive and innovative environment, where ideas can flourish and creativity can lead to groundbreaking discoveries.

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