PhD Monitor
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Computer Science and Machine Learning● OpenOpen until filledPreview

Doctoral Student in Machine Learning and Medical Data Science

Develop innovative machine learning and AI methods to advance healthcare and medical data science at ETH Zurich.

Best for:Best for computer science or machine learning graduates with strong programming skills and an interest in healthcare applications.

ETH Zurich · Zurich, Switzerland · R1 · First-stage researcher
More professors at ETH Zurich
Machine LearningMedical Data ScienceGenerative AIRepresentation LearningMultimodal Learning
Deadline
Until filled
rolling
Funding
Salaried
Competitive ETH Zurich doctoral salary
Start date
2027-01-01
Full-time
Location
Zurich
Switzerland

Overview

The Medical Data Science Group at ETH Zurich, led by Prof. Julia Vogt, is seeking a motivated doctoral student to conduct interdisciplinary research at the intersection of machine learning and healthcare. The successful candidate will design, implement, and evaluate novel AI models while collaborating closely with technical and medical experts. This fixed-term position provides access to state-of-the-art high-performance computing resources and supports professional development through teaching and scientific publishing. Applicants are expected to pursue original doctoral research and contribute actively to the vibrant academic community of the university.

Machine LearningHealthcare AIDoctoral PositionETH ZurichMedical InformaticsDeep Learning

What you'll do

  • Conduct independent academic research on novel machine learning and artificial intelligence methods tailored for healthcare applications.
  • Design, build, and systematically evaluate machine learning models and experiments to ensure reproducibility and scientific rigor.
  • Publish research outcomes in peer-reviewed journals and present findings at international scientific conferences.
  • Collaborate with interdisciplinary experts from both technical and medical domains on shared research projects.
  • Participate in teaching activities, scientific discussions, seminars, and assist with student project supervision.

Requirements

Degree required: Master's degree in computer science, machine learning, statistics, applied mathematics, or a closely related technical field

Degree offered: PhD

Language: English; strong communication skills required

Instruction: English

Required skills
  • Strong foundational knowledge in mathematics, statistics, and machine learning
  • Proficient programming skills in Python or equivalent languages
  • Demonstrated analytical and problem-solving capabilities for handling complex research questions
  • Strong written and verbal communication skills in English
  • Commitment to rigorous, responsible, and reproducible scientific research
Nice to have
Prior hands-on experience working with medical or biological data setsFamiliarity with foundation models or generative AI architectures

Funding & terms

Type
Salaried
Amount
Competitive ETH Zurich doctoral salary
Duration
fixed-term
Programme
ETH Zurich
ETH Zurich

How to apply

Deadline: 2026-11-22 · open until filled

Prepare all required application documents including a motivation letter, curriculum vitae, transcripts, and references. Submit your complete application exclusively through the online application portal linked in the vacancy announcement.

Documents required
  • Cover letter
  • Curriculum Vitae
  • Bachelor's transcript and degree certificate
  • Master's transcript and degree certificate
  • 3 reference contacts
  • Academic writing sample or thesis
↗Apply on site

Contact

JV
Prof.
Julia Vogt
Department of Computer Science
Lab
Medical Data Science Group
ETH Zurich
Switzerland
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