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Machine Learning Research Engineer
Il y a 2 mois
The Machine Learning Research Engineer will assume a key role within the Hi PARIS Engineering Team, contributing to the development of machine learning algorithms and their deployment in various fields. The successful candidate will work on the development of machine learning models, their deployment on GitHub or Hugging Face, and the use of scientific computing infrastructure and software.
Key Activities- Develop machine learning algorithms in various fields (NLP, Image, Sound, Signal, Economy,...) and python packages (e.g. scikit-network, python optimal transport,...)
- Deploy models on GitHub as a package or on Hugging Face
- Use of scientific computing infrastructure and software
- Collect, build and tailor large datasets for training machine learning models
- Collaborate with professors and researchers from HEC Paris, IP Paris schools, and INRIA Saclay
- Support teaching through the organization of student events: Hickathon, Summer School, and the Data Bootcamp
- Support AI Startups from HEC Paris or Institut Polytechnique de Paris on advising on AI models and Infrastructure
- Contribute to societal projects such as working on projects with the association DataForGood
- Knowledge of algorithmic processing
- Mastery of AI model deployment (GitHub, GitHub Actions, Docker, MLFlow)
- Proficiency in computer languages such as Python/C++/R and knowledge of the tools used in machine learning (Scikit-learn, TensorFlow, Keras, PyTorch...)
- Professional experience in software development (ideally in data science)
- Fluency in French and English, written and oral
- Knowledge of a technology sector, ideally related to artificial intelligence and data
- Appetite for teaching data science and pedagogy
- Data Engineering best practices
This is a 3-year fixed-term contract (renewable) - public law contract, Category A. Institut Polytechnique de Paris is committed to recruitment that promotes equality, diversity, and inclusion. All applications are considered without distinction. All our positions are accessible to people with disabilities.
