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Roche Postdoctoral Fellowship in R&D Informatics (2 years) in Basel

Jobbeschreibung

The Roche Postdoctoral Fellowship (RPF) program is aimed at supporting excellent young scientists focusing on collaborative R&D projects between Roche and international academic institutions. Both internal Roche and academic experts will mentor you, and you will be based mainly at the main Roche campus in Basel, Switzerland.

The Position:

We are looking for a Computer Scientist / Machine Learning Researcher / Chemistry Artificial Intelligence Scientist for a postdoctoral project with the goal to develop Machine Learning models to support chemists in the experimental design and ranking of the best reaction conditions to try for new chemical reactions.

The candidate will have a sound understanding of modern machine learning, deep learning, active learning, probabilistic modelling techniques and experimental design. The candidate will ideally have a rigorous foundation in one of these areas, applying those algorithms to the real world related problems. Basic knowledge in chemistry would be a plus. 

You will have several responsibilities:

  • Present work internally and at conferences
  • Publish work in peer-reviewed journals         
  • Ability to work effectively and independently according to time-lines
  • Excellent organizational skills, personal initiative and detail oriented
  • Good communication and presentation skills, fluent in English

Who You Are:

You’re someone who wants to influence your own development. You’re looking for a company where you have the opportunity to pursue your interests across functions and geographies, and where a job title is not considered the final definition of who you are, but the starting point.

For this position you bring the following qualifications:

  • PhD (obtained within the last 4 years) in Computer Science, Artificial Intelligence, Machine Learning, Applied Statistics, Chemoinformatics or a related technical field with a strong focus on using applied statistics and data science
  • Excellent experience in research and development of Machine Learning, Artificial Intelligence, Active Learning and Deep Learning models
  • Experience with machine learning techniques like matrix capsule networks, extreme gradient boosting, attention models, and active learning
  • Experience in building production quality scalable software and platforms in Python, C++, or Java
  • Experience in the practical application of pytorch, tensorflow or mxnet
  • A creative self-responsible person with great communication skills

Who We Are:

At Roche, 80,000 people across 150 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity, and on seeing each other’s differences as an advantage. To innovate healthcare, Roche has ambitious plans to keep learning and growing – and is seeking people who have the same goals for themselves.

Roche is an equal opportunity employer and strictly prohibits unlawful discrimination based upon an individual’s race, color, religion, gender, sexual orientation, gender identity/expression, national origin/ancestry, mental/physical disability, medical condition, marital status, veteran status, or any other characteristic protected by law.

For questions please call the Recruiting Team Switzerland +41 61 682 25 50.

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Research & Development, Research & Development > Research


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Veröffentlicht am

29-02-2024

Extra Informationen

Status
Inaktiv
Standort
Basel
Jobart
Praktikum
Tätigkeitsbereich
Chemie / Pharmazie
Führerschein erforderlich?
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Auto erforderlich?
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