GSK

AI/ML Engineers - Biomedical AI (m/f/d)

3+ months agoHeidelberg, Germany

Site Name: Heidelberg - Office
Posted Date: May 10 2021

At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop transformational medicines using the power of genetics, functional genomics and machine learning. AI will also play a role in how we diagnose and use medicines to enable everyone to do more feel better and live longer. It is an ambitious vision that will require the development of products at the cutting edge of Machine Learning and AI.

To help us make this future a reality, we are looking for Artificial Intelligence and Machine Learning Engineers that have a track record in developing and validating state-of-the-art machine learning models for solving challenging real-world scientific problems. AI/ML Engineers at GSK are outstanding scientists and engineers with in-depth knowledge in modern machine learning and a keen interest in making a positive impact in healthcare.

To strengthen our team in Europe, we are looking for skilled AI/ML Engineers that will drive the development of state-of-the-art biomedical AI algorithms. This role will be focused on researching, designing, implementing, and delivering cutting-edge prediction models across a range of challenging biomedical tasks using state-of-the-art high performance computing facilities and the vast and detailed biomedical data sources available at GSK.

The AI/ML team is built on the principles of ownership, accountability, continuous development, and collaboration. We hire for the long term, and we are motivated to make this a great place to work. Our leaders will be committed to your career and development from day one. We strongly encourage applications from people with diverse and underrepresented backgrounds and perspectives.

You will:

  • Design and implement AI/ML-driven solutions along the entire model development life cycle.
  • Research and develop state-of-the-art machine learning models, including deep learning models, to optimize model performance on a range of biomedical prediction tasks.
  • Deliver robust, tested and performant code in an agile environment.
  • Liaise with experts in biology, medicine and experimentation to ensure optimal collection of data to train biomedical machine learning models.
Basic Qualifications:

We are looking for professionals with these required skills to achieve our goals:
  • Bachelor's, Masters or Doctorate degree in a quantitative or engineering discipline (computer science, computational biology, bioinformatics, engineering, among others); OR equivalent work experience delivering state-of-the-art AI/ML solutions.
  • Experience in at least one major deep learning framework (PyTorch, TensorFlow).
  • Experience with machine learning literature and state-of-the-art modelling approaches.
  • Previous experience in developing and delivering robust software solutions, including demonstrated advanced programming expertise in Python.
  • Experience in software engineering and machine learning best practices, including version control, continuous integration (CI) and continuous development (CD), containerization, and shell scripting.
Preferred Qualifications

If you have the following characteristics, it would be a plus:
  • Background or interest in biology or medicine is a plus but not required.
  • Fluency in English. Knowledge of German is not required for this position.
  • Experience in design, development and deployment of commercial AI/ML software.
  • Contributions to relevant open-source projects.
  • Relevant scientific publications in AI/ML (NeurIPS, ICML, ICLR, AAAI, among others), computational biology or bioinformatics venues.
  • Knowledge or interest in disease biology, molecular biology and medicine.
  • Experience working with biomedical data (e.g., genomics, transcriptomics, proteomics, electronic health records, clinical images)
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# GSKAIML2021

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