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We are hiring a Deep Learning Engineer Intern to join the Software as Medical Device (SaMD) squad for a 6-month end-of-study internship. At Implicity, we're transforming the management of cardiac conditions through innovative AI-powered medical devices. You will join a high-impact research project focused on Deep Learning on large datasets of Cardiac Implantable Electronic Device (CIED) signals. This internship aims to develop large cardiac data models, and assess their ability to generalise across multiple clinical tasks.
Job Responsibility:
Research and implement state-of-the-art Deep Learning architecture (Transformers, Temporal CNNs) for long time-series data
Contribute to developing self-supervised learning pipelines to leverage our database of over 100,000 patients
Fine-tune and evaluate these learned representations on specific clinical diagnostic tasks (arrhythmia detection, patient risk stratification)
Requirements:
Education: final year of a Master's degree or Engineering degree in a relevant field such as Data Science, AI, Applied Mathematics, or a related discipline
Hands-on experience with Python and Deep Learning frameworks
Excellent theoretical knowledge of Deep Learning foundations (gradient flow, back-propagation, and network architecture logic), and associated mathematical base
Professional proficiency in French and English
Nice to have:
Good understanding of self-supervised learning or generative modelling
Experience with time-series analysis or bio-signal processing (ECG, EGM, EEG)
Familiarity with distributed training or handling large datasets in cloud environments
Prior experience in the healthcare industry
What we offer:
Luncheon voucher: 9€ (50% employer)
Transport: 50% of your pass OR sustainable mobility pass
1 day off per month, cumulative over the 6 months of the internship