AI Engineer, Health
Institut Curie
Job Overview
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Job Description
AI Engineer, Health at Institut Curie
Craving meaning in your profession? Come contribute, with your expertise and talents, to a worthwhile cause – the fight against cancer – by joining the teams at Institut Curie!
We are looking for an AI Engineer to join our team dedicated to structuring medical data and innovating in natural language processing (NLP). You will work within the Data Factory of the Data Directorate, a stimulating environment where health data plays a central role in supporting cancer research projects.
Missions
- Develop and maintain NLP pipelines to structure medical data.
- Contribute to the entire lifecycle of algorithms: problem definition, model training and evaluation, and production maintenance.
- Participate in the construction of our health data warehouse architecture.
- Collaborate with scientific teams and partners to support research projects.
- Write functional and technical documentation.
Profile
- Master's degree (BAC + 5) from an engineering school or a master's in computer science / data / AI specialization.
- 3 to 5 years minimum of experience in the Data Science field.
Technical Skills
- Proficiency in Python and databases (MySQL, PostgreSQL, Elastic, Mongo).
- Experience with DevOps ecosystems: Docker, Gitlab, Kubernetes.
- Expertise in NLP, Machine Learning, and Deep Learning (libraries like Scikit-Learn, TensorFlow, PyTorch, Keras, HuggingFace).
- Knowledge of pipeline orchestration systems (Apache Airflow, Kubeflow, MLFlow).
- Good understanding of the challenges related to medical data and AI environments.
Do you recognize yourself in this description? Then don't wait to apply!
Joining Institut Curie means:
- Joining a committed and engaging Institute.
- Participating in an exciting adventure where weeks are driven by innovation and excellence in a benevolent and human atmosphere.
- Finding a balance between professional and personal life: 8 weeks of vacation, right to disconnect, parental support (nursery places, childcare assistance…).
- Benefiting from social advantages: employee savings, supplementary retirement, 70% public transport reimbursement, osteopathy sessions…
- Working in the heart of the Latin Quarter (Paris 5th) near the Jardin du Luxembourg.
In accordance with regulations, all our positions are open to the recruitment of disabled workers.
Key skills/competency
- NLP
- Machine Learning
- Deep Learning
- Python
- Data Structuring
- Medical Data
- DevOps
- Pipeline Orchestration
- Data Architecture
- Cancer Research
How to Get Hired at Institut Curie
- Research Institut Curie's mission: Study their commitment to cancer research, innovation, and values on their website and platforms like LinkedIn.
- Tailor your resume and cover letter: Emphasize your NLP, Machine Learning, Python, and medical data experience, aligning with the AI Engineer role's requirements.
- Showcase technical expertise: Prepare to discuss specific projects using Python, TensorFlow, PyTorch, Docker, Kubernetes, and pipeline orchestration tools.
- Highlight collaboration skills: Demonstrate your ability to work effectively with scientific teams and partners in a complex research environment.
- Express your passion: Articulate your genuine interest in contributing to the fight against cancer and Institut Curie's groundbreaking work.
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