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Research Scientist, Deep Learning for RNA Structure Prediction

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InstaDeep

3mo ago

  • Job
    Full-time
    Mid Level
  • Research & Development
  • London, +1
  • Quick Apply

AI generated summary

  • You must have a PhD in a related field, strong research track record, deep learning expertise, RNA biology knowledge, Python coding skills, and excellent communication abilities.
  • You will advance RNA structure prediction using deep learning, stay informed on latest research, guide agendas, present findings, and engage in biological deep learning activities.

Requirements

  • PhD in computer science, computational biochemistry, mathematics, or a similar discipline, or equivalent experience.
  • Demonstrated ability to successfully undertake high-quality research, for example through the publication of high impact scientific papers in journals or conferences or successfully commercialised patents.
  • Practical experience in development of state-of-the-art deep learning models and expert understanding of deep learning theory.
  • Familiarity with structure prediction tools and software in RNA and/or protein biology.
  • Educational or professional familiarity with RNA science.
  • Ability to write high quality code in Python.
  • Excellent verbal and written communication skills in English.
  • Desired Skills:
  • Research experience in deep learning applied to RNA science.
  • Research experience in prediction of nucleic acid or protein structure.
  • Experience with design or optimisation of constructs or generative deep learning.

Responsibilities

  • Advance the state-of-the-art in RNA structure prediction using deep learning.
  • Maintain awareness of emerging developments in the literature and identify beneficial opportunities to bring published research to the attention of the team.
  • Provide an expert reference in RNA science and biological deep learning.
  • Guide research agendas, planning, and interpretation of results.
  • Present findings effectively to client and internal stakeholders.
  • Undertake other activities in biological deep learning as required.

FAQs

What is the primary focus of this role as a Research Scientist for Deep Learning in RNA structure prediction?

The primary focus of this role is to lead the advancement of deep learning techniques for predicting RNA secondary and tertiary structure.

What resources will be available to the Research Scientist in this role?

The Research Scientist will have access to a diverse, expert team, top-tier compute resources, and dedicated high-throughput capacity in BioNTech’s world leading laboratories.

How does this role contribute to BioNTech's mission in developing RNA therapeutics?

This role contributes to BioNTech's mission by advancing the state-of-the-art in deep learning applied to RNA science, ultimately enabling the development of life-changing treatments.

What is the company culture like for this position?

The company culture is highly collaborative and focuses on team success over individual achievement. We are passionate about science and advancing human knowledge.

InstaDeep

Accelerate the transition to an AI-first world that benefits everyone

Technology
Industry
51-200
Employees
2014
Founded Year

Mission & Purpose

InstaDeep is a leading global technology company offering a range of AI solutions, ranging from optimized pattern-recognition, GPU-accelerated insights, to self-learning decision making systems. - Decision-making systems: Life and business are all about decisions. InstaDeep harnesses the power of reinforcement learning to create systems that can make decisions on their own, based on their own autonomous training. Many fields can benefit greatly from this technology, be it robotics, mobility, logistics, finance or healthcare. - GPU-accelerated insights: When you try to deploy AI in your business, compute power is key. A Multi-GPU setup can be messy and complicated. With Nvidia’s DGX-1 (one of the most powerful AI machines on the market), InstaDeep can help you achieve insane computing power to solve even the most intensive AI problems. - Optimized Deep Learning: Deep Learning delivers high-performance AI for pattern recognition yet is notoriously time-consuming to fine-tune. InstaDeep boosts this process to save you time and money on your computer vision, natural language processing or predictive analytics project.