Description
InstaDeep, founded in 2014, is a pioneering AI company at the forefront of innovation. With strategic offices in major cities worldwide, including London, Paris, Berlin, Tunis, Kigali, Cape Town, Boston, and San Francisco, InstaDeep collaborates with giants like Google DeepMind and prestigious educational institutions like MIT, Stanford, Oxford, UCL, and Imperial College London. We are a Google Cloud Partner and a select NVIDIA Elite Service Delivery Partner. We have been listed among notable players in AI, fast-growing companies, and Europe's 1000 fastest-growing companies in 2022 by Statista and the Financial Times. Our recent acquisition by BioNTech has further solidified our commitment to leading the industry.
Join us to be a part of the AI revolution!
We are seeking Research Interns to join our London-based Research Team, working on the foundations of generative AI and its applications in life sciences. Generative foundation models like ESM-3 [1], AlphaFold [2], RFDiffusion [3], ProteinMPNN [4] are revolutionising computational biology and in silico drug design; and InstaDeep is leading the way in developing the next generation of technologies and applications (see as examples, Nucleotide Transformer [6] and ProtBFN [7]). This requires pushing the boundaries of both fundamental aspects of generative AI - including new algorithms, enhanced sampling and reasoning techniques - and the development and validation of these ideas for biological domains.
In this role you will work closely with our Research Scientists and Research Engineers to help deliver on our ambitious goals. You will be able to dive deep into the fundamentals of generative modelling; be able to both rapidly prototype ideas and then translate these into high-quality code; train and validate models at scale; and communicate your findings clearly to your team.
Role Responsibilities:
- Support the efforts of the Research team through the development of novel methods and applications under the guidance of our Research Scientists and Engineers.
- Design and implement experiments for proof of concept and benchmarking.
- Contribute to team research and publications.
- Report and present experimental results and research findings, both internally and externally, verbally and in writing.
- Upon request, collaborate with other groups’ activities, including but not limited to presenting the company to new prospective clients, participating in calls and meetings, and representing InstaDeep in conferences/events.
Requirements:
- Currently enrolled in a PhD programme (or recent graduate) in a related STEM discipline.
- Theoretical and practical knowledge in machine learning and deep learning, including experience with a deep learning framework such as Jax, PyTorch or Tensorflow.
- Excellent communication skills and collaborative spirit.
- Strong mathematical foundations and experience with generative ML methodologies.
- Proven ability to contribute to research communities and/or efforts, as evidenced by publishing scientific papers in leading journals or conferences (JMLR, ICLR, NeurIPS, ICML, etc.).
- Work permit for the UK for the duration of the internship.
References
Selected InstaDeep publications and releases
[9] Kyber is InstaDeep’s in-house cluster and ranks among the world’s top 100 most powerful clusters and is among the top 20 H100 GPU clusters.
Our commitment to our people
We empower individuals to celebrate their uniqueness here at InstaDeep. Our team comes from all walks of life, and we’re proud to continue encouraging and supporting applicants from underrepresented groups across the globe. Our commitment to creating an authentic environment comes from our ability to learn and grow from our diversity, and how better to experience this than by joining our team? We operate on a hybrid work model with guidance to work at the office 3 days per week to encourage close collaboration and innovation. We are continuing to review the situation with the well-being of InstaDeepers at the forefront of our minds.
Right to work: Please note that you will require the legal right to work in the location you are applying for.
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