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ISIsomorphic Labs

Research Scientist (Machine Learning)(m/w/x)

Lausanne
Full-timeWith Home OfficeManagement
AI/ML

Developing novel AI architectures and applying algorithms for drug discovery at a frontier AI company focused on disease solutions. PhD or equivalent practical experience in AI research required, JAX framework experience preferred. Direct contribution to frontier AI for disease solutions.

Requirements

  • PhD or equivalent practical experience
  • Proven track record in machine learning
  • Strong knowledge of linear algebra
  • Experience using ML frameworks like JAX
  • Passion for applying ML research
  • Project supervision or management experience
  • PhD in machine learning or computer science
  • Relevant research experience in ML
  • Experience in a scientific environment
  • Experience with biological or chemical data
  • Experience with real-world datasets
  • Experience with ML on accelerators
  • Experience in large scale deep learning

Tasks

  • Contribute to research directions in machine learning.
  • Apply ML algorithms to drug discovery.
  • Identify and create novel ML techniques.
  • Develop architectures and training algorithms for models.
  • Analyze and tune experimental results.
  • Implement and scale training and inference frameworks.
  • Report and present research findings clearly.
  • Collaborate with scientists and domain experts.
  • Suggest and engage in team collaborations.
  • Provide technical mentorship to the ML community.
  • Support other ML research scientists.
  • Lead and run ML research projects.
  • Cultivate a diverse and inclusive research culture.

Work Experience

  • approx. 1 - 4 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • JAX
  • PyTorch
  • TensorFlow
  • NumPy
  • SciPy
  • Pandas
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