Machine Learning Research Scientist

1 month ago

London, Greater London, United Kingdom DeepMind Technologies Limited Full time
Join Our Team as a Research Scientist at DeepMind Technologies Limited

We are seeking a highly motivated and experienced Research Scientist to join our team at DeepMind Technologies Limited. As a Research Scientist, you will play a crucial role in ensuring the responsible development and deployment of cutting-edge AI technologies for biological applications.

About the Role

As a Research Scientist working on Biosecurity, you will apply your deep understanding of biology, in areas like virology, bioinformatics, infectious diseases, and emerging biosecurity topics, to anticipate potential misuse scenarios of AI x biology models. You will contribute to shaping our biosecurity strategy by conducting in-depth risk assessments, developing mitigation strategies, and contributing towards our culture of responsible innovation within the Science unit.

Key Responsibilities
  • Undertake exploratory analysis to inform research directions in biosecurity, understanding AI x biology model capabilities, thinking critically about how these capabilities could lead to both biosecurity benefits and potential harms.
  • Develop and refine threat models specific to Biological AI tools and technologies, anticipating potential future risks and vulnerabilities.
  • Contribute to pioneering research on AI and biosecurity topics, exploring areas like novel mitigation techniques, misuse case development, and threat modelling.
  • Engage with the broader biosecurity community by participating in conferences, workshops, and public policy discussions, fostering collaboration and sharing best practices.
  • Collaborate with researchers and machine learning engineers to identify and develop novel machine learning approaches tailored to the sciences.
Requirements
  • PhD in a relevant biological field (e.g., virology, microbiology, infectious diseases) with demonstrated experience in protein structure and sequence analysis.
  • Possession of a passion for accelerating science using innovative technologies.
  • Motivation by understanding and keeping up with biosecurity risks, concepts, policy approaches, and how AI may affect them, and a passion for engaging with other types of practitioners that contribute to biosecurity discussions.
  • Experience in policy analysis or development related to biosecurity or emerging technologies.
  • Familiarity with machine learning concepts and techniques.
  • Experience with bioinformatics tools and databases.

We are committed to equal employment opportunity regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, pregnancy, or related condition (including breastfeeding) or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation, please do not hesitate to let us know.

Science is at the heart of everything we do at DeepMind Technologies Limited. From the beginning, we took inspiration from science to build better algorithms, and now, we want to use our toolkit to accelerate scientific discovery. By bringing together specialists with backgrounds in machine learning, computer science, physics, chemistry, biology, and more, we're optimistic that we can build new methods that will push the boundaries of what is possible and help solve the biggest problems facing humanity.

Projects like AlphaFold, where we're leveraging AI to help get us closer to predicting the shape of proteins, and AlphaProteo and AlphaMissense, are some examples of our work towards this mission. We are dedicated to proactively identifying and responsibly addressing potential biosecurity risks associated with our technologies, and taking steps to encourage our models to help improve biosecurity, where possible. We define biosecurity as protection against high-impact biological risks, including those that arise naturally, accidentally, or through intentional misuse.

Artificial Intelligence could be one of humanity's most useful inventions. At DeepMind Technologies Limited, we're a team of scientists, engineers, machine learning experts, and more, working together to advance the state of the art in artificial intelligence. We use our technologies for widespread public benefit and scientific discovery, and collaborate with others on critical challenges, ensuring safety and ethics are the highest priority.

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