Machine Learning Intern

Basel - Switzerland

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

Job Summary

Band

No Grade

Job Description Summary

Are you passionate about AI and curious how it can transform the way we discover new medicines

Join our Pharmacokinetic Sciences (PKS) Data Science team in the Translational Medicine Department for a Machine Learning Internship and explore how explainable artificial intelligence (XAI) can accelerate drug discovery. Over the course of your internship youll dive into the development and validation of novel interpretation methods for AI/ML models focused on molecular property prediction and ADME/PK modeling.

Working alongside experienced data scientists medicinal chemists and pharmacokinetics experts youll help uncover actionable insights and create intuitive visualizations that make complex models more transparent. This is a unique opportunity to grow your skills in machine learning and data science while contributing to the development of life-changing therapies at Novartis.

Job Description

Location: Basel Switzerland #LI-Hybrid

This internship is limited to 6 months with the opportunity to start as soon as possible.

Please note that we can only accept applicants who are eligible to work in Switzerland.

Key Responsibilities:

Implement novel interpretation methods to explain AI/ML predictions for molecular properties and ADME/PK models
Validate XAI results in collaboration with medicinal chemists and PK experts to derive actionable insights
Create intuitive visualizations of XAI outputs for scientific audiences
Present project outcomes to technical and non-technical audiences
Disseminate findings through publications and presentations

Essential Requirements:

MSc in a quantitative field or life sciences preferably with multidisciplinary background (cheminformatics bioinformatics biomedical data science)
Strong understanding of statistics and experience with machine learning / deep learning
Expert knowledge of Python
Experience with reproducible data science tools and practices
Excellent communication skills and ability to translate analytical concepts for diverse audiences (English is our primary language)

Desired Requirements:

Previous research experience either in academia or industry
Experience in explainable AI and uncertainty quantification
Knowledge of ADME/PK modeling and pharmaceutical data science

Commitment to Diversity & Inclusion:

Novartis is committed to building an outstanding inclusive work environment and diverse teams representative of the patients and communities we serve.

Our recruitment decisions are based on selecting the best person for the job regardless of gender religion age color race sexual orientation nationality or disability.

Accessibility and accommodation:

Novartis is committed to working with and providing reasonable accommodation to all individuals. If because of a medical condition or disability you need a reasonable accommodation for any part of the recruitment process or in order to receive more detailed information about the essential functions of a position please send an e-mail to and let us know the nature of your request and your contact information. Please include the job requisition number in your message.

Application deadline:November 24 EOB.

Please submit a cover letter that includes your motivation for the position and from when you will be available.

Skills Desired

Explainable AI Machine Learning Python (Programming Language)

Required Experience:

Intern

BandNo GradeJob Description SummaryAre you passionate about AI and curious how it can transform the way we discover new medicinesJoin our Pharmacokinetic Sciences (PKS) Data Science team in the Translational Medicine Department for a Machine Learning Internship and explore how explainable artificial...