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Owkin

Intern - ML Research Scientist - Magnetic Resonance Imaging

Paris, France
R Python PyTorch
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Description

About us

Owkin is an AI biotechnology company that uses AI to find the right treatment for every patient. We combine the best of human and artificial intelligence to answer the research questions shared by biopharma and academic researchers. By closing the translational gap between complex biology and new treatments, we bring new diagnostics and drugs to patients sooner.

Owkin has raised over $300 million and became a unicorn through investments from leading biopharma companies (Sanofi and BMS) and venture funds (Fidelity, GV and BPI, among others).

Owkin is seeking the best and brightest to join our fast-growing and dynamic team.

About the role:

This position is based in Paris, France. Ideally you are able to join the team 3rd March 2025 for 5 - 6 months. Please submit your CV in English.

At Owkin, we have developed several medical imaging pipelines to handle a wide range of imaging modalities across different therapeutic areas (oncology, immuno-inflammation, cardiovascular diseases and neurology). These pipelines play a key role in our pharmaceutical projects, where the features they extract are used to build models for various tasks, such as predicting treatment responses or grouping populations based on prognosis.

The goal of the internship will be to further develop our Magnetic Resonance Imaging (MRI) pipelines. Specifically, you will have the opportunity to further develop our 3D-segmentation algorithms by expanding the list of supported anatomical structures. Additionally, you will also contribute to our effort to develop indication-specific models, thus directly contributing to the success of our current pharma projects.

Your work will be integrated in Owkin’s technical stack, and will directly contribute to improving Owkin’s internal capabilities in our journey to 1) discover new targets, 2) subtype patients more accurately, 3) match the right treatment for the right patient and 4) build more reliable diagnostic tools.

In particular, you will:

As your main missions, you will:

  • Collaborate closely with, and receive mentorship from, the other members of the R&D team;
  • Conduct a preliminary literature review on the use of 3D segmentation models for radiology (MRI), in order to inform the team towards the likely most relevant solution, and implement the corresponding models.
  • Implement a validation framework and assess the performance of your models.
  • Adhere to Owkin’s code quality standards, and be responsible for the re-usability of your implementations.
  • Report your detailed findings to the group.

About you

Required qualifications / experience:

  • You are enrolled in a master degree in mathematics, statistics, biomedical engineering, computer science or related field
  • Authorization to work legally in France
  • Fluent in English (spoken and written)
  • Proficient in Python and experience with a DL framework (e.g., Pytorch)
  • Experience in computer vision
  • Additional experience either in medical imaging or 3D imaging would be a plus
  • Interest in medical imaging applications
  • Strong communication skills
  • Good team player

Preferred qualifications/bonus:

  • Experience (previous internship, project, kaggle, etc.) in ML for healthcare applications
  • Experience (previous internship, project, kaggle, etc.) in computer vision applications

Please submit your CV in English

What we offer

  • Flexible work organization 
  • Friendly and informal working environment
  • Opportunity to work with an international team with high technical and scientific backgrounds

Recruitment Process & Security

  • Please complete the form and submit your CV.
  • Owkin is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, sex, gender, sexual orientation, age, color, religion, national origin, protected veteran status or on the basis of disability.
  • Owkin is a great place to work. Unfortunately, being a coveted workplace means we are vulnerable to recruitment phishing scams. We urge all job seekers and candidates to be wary of potential scams. Most of these have individuals posing as representatives of prominent companies, including Owkin, with the aim of obtaining personal, sensitive, or financial information from applicants. These scams prey upon an individual’s desire to obtain a job and can sometimes “feel” like a genuine recruitment process. Some red flags are identified below. Should you encounter a recruitment process that claims to be for Owkin but is not consistent with the below, please do not provide any personal or financial information:
  • Legitimate Owkin recruitment processes include communication with candidates through recognized professional networks, such as LinkedIn. 
  • Communication is always through an official Owkin email address (from the @owkin.com domain), over the phone or though our applicant tracking system (Greenhouse).
  • The Owkin talent team do use platforms such as LinkedIn and Job Teaser, however if you have any concern or doubt about this contact, please ask for them to send an email from @Owkin.com.
  • The Owkin talent team will not solicit personal data from candidates during the application phase including, but not limited to, date of birth, social security numbers, or bank account information;
  • Legitimate Owkin interviews may be conducted over the phone, in person, or via an approved enterprise videoconferencing service (Google Meets). They will not occur via Signal, Telegram or Messenger
  • Owkin offers of employment are based on merit and only extended once a candidate has interviewed with members of the talent and hiring team. Offers will be extended both verbally and in written format.

 

If you think that you have been a victim of fraud, 

Owkin
Owkin
Artificial Intelligence (AI) Biotechnology Clinical Trials Machine Learning Pharmaceutical Precision Medicine

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