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    Research Engineers - London, United Kingdom - DeepMind

    DeepMind
    DeepMind London, United Kingdom

    1 week ago

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    Description

    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.

    Our special interdisciplinary team combines the best techniques from deep learning, reinforcement learning and systems neuroscience to build general-purpose learning algorithms.

    We have already made a number of high profile breakthroughs towards building artificial general intelligence, and we have all the ingredients in place to make further significant progress over the coming years.

    We're a dedicated scientific community, committed to "solving intelligence" and ensuring our technology is used for widespread public benefit.

    To succeed in this role you will need to be passionate about advancing science using machine learning and other computational techniques.

    You'll join an interdisciplinary team of domain experts, ML researchers and engineers exploring a diverse set of important scientific problems in biology, physics, mathematics and other areas.

    Our work is organised into several longer-term focus areas which aim to achieve step changes to the state-of-the-art (as exemplified in e.g.

    You'll leverage our unique mix of expertise, data and computational resources to experiment and iterate both rapidly and at scale.

    As an embedded Research Engineer you will collaborate with researchers and software engineers to develop and run experiments exploring new applications of AI to science problems.

    The team is pioneering in many different domains so you may take part in exploratory work validating early ideas or work in a maturing area to deepen and exploit a promising line of research.

    You may also contribute to the scientific knowledge and experience of the team with your own scientific domain knowledge. You will work with internal and external researchers on pioneering research bridging AI and science.
    Plan and perform rapid prototyping of machine learning techniques applied to problems in science
    Undertake exploratory analysis to inform experimentation and research directions
    Make improvements to model architectures and training procedures of machine learning models
    Implement tools, libraries and frameworks to speed up and enable new research
    Report and present software developments, experimental results and data analysis clearly and efficiently
    Collaborate with internal and external scientific domain experts

    The role will suit candidates who enjoy working in a heavily experimental setting with large and noisy datasets and who wish to immerse themselves in innovative science, ML and AI research.

    In order to set you up for success as a Research Engineer at Google DeepMind, we look for the following skills and experience:
    Masters degree in computer science, electrical engineering, science, mathematics or equivalent experience
    Applied experience with machine learning, preferably modern deep learning techniques (e.g. Experience with at least one programming language (with a preference for those commonly used in machine learning or scientific computing such as Python or C++)
    Experience exploring, analysing and visualising data
    Experience using Jax, PyTorch, TensorFlow, NumPy, Pandas or similar ML/scientific libraries
    Experience optimising large-scale training and fine-tuning large models
    Experience collaborating across fields
    Scientific knowledge (particularly biology, chemistry and physics)

    When assessing technical background we will take a holistic view of the mix of scientific, ML and computational experience.

    We do not expect you to be an expert in all fields simultaneously.

    However, except for scientific knowledge, since the role serves as a bridge between all three, some experience in each is necessary.

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