ML Engineer (Senior)

Join AZmed, a fast-growing company revolutionizing radiology with AI technology. As a Senior ML Engineer, you will play a crucial role in automating the detection of abnormalities in X-rays, allowing doctors to focus on life-threatening exams. You will work closely with the R&D team and doctors, contributing to the development of state-of-the-art algorithms in the first French deep learning software in radiology.

• Assurer la qualité et l'amélioration continue de nos ensembles de données et de nos modèles.
• Prendre en charge le code de l'équipe d'IA, affiner l'architecture et appliquer les meilleures pratiques en matière d'ingénierie logicielle.
• Optimiser et faire fonctionner notre pipeline de modèle de base (préparation des données, formation, validation).

Responsibilities

• Ensure quality and continuous improvement of our datasets

• Ensure quality and continuous improvement of our models

• Reduce time to production of AI models and operating points

• Support AI-related feature developments

• Improve and maintain the AI team’s codebase

• Learn and spread dev good practices and guidelines in the team

• Collaborate closely with the Ops, MLOps and Dev teams

Qualifications

• Master’s degree in statistics, data science, AI (or any related domain)

• 5+ years of experience as a data engineer or data scientist working on ML applications

• Experience in Computer Vision (Classification, Detection and Segmentation)

• Experience in NLP (LLM, pre-processing, word embeddings)

• Experience with our Data Engineering stack (Mongodb, SQL, Spark, Airflow, dvc)

• Experience with our ML stack (pytorch, sklearn, skimage)

• Have a strong sense of responsibility and rigor, from PR Reviews to ownership of features

• Being proactive in proposing new features or technologies

Bonus points

• Experience with medical images

• Experience with image and text alignment, VLM, LLaVA

• Experience in training or fine-tuning foundation models (pipeline and resource management)

Perks & Benefits

• **Flexible work** : Possibility of working remotely two days per week 🌻

• **Annual off-site** : One company holiday each year in amazing locations 🪅

• **Atmosphere** : Young and dynamique team (29 y.o average) 🐣

• **Localisation** : Great office in Paris 2nd arrondissement (Grands Boulevards) 🏣