Research Scientist, Fusion
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Job Location:
Monthly Salary:
Posted on:
19 hours ago
Vacancies:
1 Vacancy
Job Summary
Snapshot
Science is at the heart of everything we do at Google DeepMind; it inspired us to build better algorithms. Now our interdisciplinary team combines specialists with backgrounds in machine learning computer science physics and more to build new methods that will push the boundaries of what is possible and help solve the biggest problems facing humanity. We have already made a number of high profile breakthroughs applying machine learning in the Fusion space and we have all the ingredients in place to make further significant progress over the coming years.
About Us
Google DeepMind (GDM) is pursuing a ground-breaking research program to enable safe high-yield fusion energy as quickly as possible with a group of research scientists and engineers on a mission-driven team. Together you will help apply ML and other computational techniques to a wide range of challenging problems in Fusion. Youll join an interdisciplinary team developing and running experiments in simulation and in the real world. Some public examples of our recent work are reinforcement algorithms for tokamak control development of JAX-based simulators and our recent announcement of our research partnership with Commonwealth Fusion Systems.
The Role
Successful applicants should be passionate about the use of AI in Fusion.
As a Research Scientist within Fusion you will use your expertise to push forward Google Deepminds investment in Fusion energy. You will be working with in-house scientists and engineers to push forward DeepMinds work in hybrid data and physics-driven predictions and applications for pulse design and control.
Key responsibilities:
- Advance predictive capabilities to beyond the state-of-the-art by combining data-driven and physics-based approaches at scale.
- Collaborate with other physicists engineers and ML researchers across the team on designing and implementing systems for magnetic confinement fusion pulse optimization and controller design.
- Employ cutting-edge technology and techniques to contribute to solving some of the hardest problems.
- Incorporate your passion for science and any previous knowledge or academic experience to join a team of hardworking individuals who openly collaborate with one another and cultivate a culture of continuous development and advancement.
About You
In order to set you up for success as a Research Scientist at Google DeepMind we look for the following skills and experience:
- PhD or MSc in physics computer science or equivalent industry experience.
- Established experience in a magnetic confinement fusion research environment.
- Familiarity with magnetic confinement fusion datasets and a passion for utilizing data at scale to push research boundaries.
- Proven ability to navigate ambiguous challenges and translate high-level goals into progress.
- Passion for accelerating science using innovative technologies.
In addition the following would be an advantage:
- Proven experience in Python development.
- Significant experience working with data and building pipelines.
- Experience in magnetic confinement fusion integrated modelling.
- Experience applying machine learning techniques to problems in fusion.
- Direct experience in tokamak experiments and operation.
- Strong understanding of trends and advances within plasma physics and fusion energy especially within magnetic confinement.
We encourage you to apply if youre excited about this role even if your experience doesnt perfectly match every qualification.
At Google DeepMind we value diversity of experience knowledge backgrounds and perspectives and harness these qualities to create extraordinary impact. 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.
Key Skills
- Laboratory Experience
- Machine Learning
- Python
- AI
- Bioinformatics
- C/C++
- R
- Biochemistry
- Research Experience
- Natural Language Processing
- Deep Learning
- Molecular Biology
About Company
Artificial intelligence could be one of humanity’s most useful inventions. We research and build safe artificial intelligence systems. We're committed to solving intelligence, to advance science and benefit humanity.
