Junior Data Scientist Intern
il y a 1 mois
Complete an internship project at SOPHiA GENETICS whose mission is to build the future of AI-assisted medicine, joining the Multimodal Predictive Algorithm Team as a Junior Data Scientist Intern.
**Your mission**:
You will contribute to the development and validation of deep-learning algorithms designed to predict treatment responses in various cancer types, including liver, breast, and lung cancer. This project is part of a larger initiative focused on multimodal predictive models that aim to improve treatment outcomes in oncology.
**You will be involved in**:
- Constitution and managing of the training and testing cohorts from real-world medical datasets.
- Training deep-learning algorithms on medical imaging datasets to improve prediction accuracy.
- Testing and validating the performance and effectiveness of deep-learning models.
- Optimisation and fine-tune deep-learning models for better performance and clinical applicability.
**Requirements**:
**The experience you bring**:
- Master's degree in Engineering, Computer Science and Applied Mathematics, or a related field.
- Basic knowledge of deep-learning techniques and image processing.
- Proficiency in Python, with a strong interest in machine learning and AI.
- Strong communication skills in English, both written and verbal.
- Ability to manage priorities effectively, and collaborate within a team, while also working independently when required.
**Benefits**
**What you will learn**:
- Gain hands-on experience in handling and analysing large, real-world oncology datasets.
- In-depth knowledge of machine learning and deep-learning techniques applied to medical imaging.
- Skills in developing and validating predictive models to support treatment response prediction in oncology.
- Collaboration within a multidisciplinary team of scientists, engineers, and medical experts.
**Location**: Pessac, France
**Start**: Jan 2025
Contract type: 6-month internship
All SOPHiA GENETICS internships & apprenticeships are paid as per each country's best practices and degree level.
**Application process**
As a global business, **English is our primary language and English-only speakers** will be involved in your recruitment process. All resumes should be **in English** for a successful review
**SOPHiA GENETICS**:
We believe there is a smarter, more data-driven way to make decisions in healthcare and our AI SaaS Platform enables that. You will have direct input into our mission to radically improve the outcomes for Cancer & Rare Disease patients globally. Enable our customers to push industry boundaries, as we pioneer into newly discovered fields and combine complex, multi-modal data for the first time
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