Machine Learning Engineer
hace 2 semanas
Role Overview
We are seeking a talented Machine Learning Engineer to collaborate with our team of experts in developing pioneering products that simplify the daily work of professionals in the legal, fiscal, human resources, and public administration sectors.
Key Responsibilities
- Identify, analyze, and integrate state-of-the-art evolutions in artificial intelligence to improve our stack.
- Understand the legal context of our products for lawyers, legal experts, and HRs.
- Develop new features and products, and help identify new opportunities.
- Interact with AI team manager and AI product manager to understand their expectations in terms of use cases and user experience.
- Design and develop ML/DL/NLP prototypes (chatbots, information extraction or enrichment, search and recommendation of legal documents, etc.) in different languages.
- Improve continuously the models and algorithms to maintain them robust, stable, and scalable.
- Deploy a whole test environment and improve it on data, test coverage, and reproducibility.
- Participate in keeping and updating the coding best practices.
- Support production teams to implement and deploy the solutions developed.
Requirements
- 3+ years in Machine Learning with tools like PyTorch, pytest, TensorFlow, Keras, SpaCy, NLTK.
- Proven track record of delivered AI projects.
- Very good knowledge of ML and Deep Learning or/and very good knowledge of NLP.
- Knowledge of artificial neural networks is a plus.
- Extensive experience with Python and its ecosystem as Poetry, Pydantic, Mypy, FastAPI.
- Expertise in RAG (Retrieval Augmented Generation) principle.
- First experience with LLMs, preferably OpenAI or Gemini, Huggingface, Mistral, Midjourney.
- Familiarity with Azure Open AI solution, M365 Copilot is a plus.
- Comfortable with MLOps tools.
- Familiarity with software engineering best practices.
- Comfortable with CI/CD concepts and with tools like Git, Docker.
- Professional English level.
- Experience with Agile Methodologies.
Benefits
- Permanent contract.
- Intensive schedule on Fridays, July and August.
- Flexible start and finish times.
- Salary in line with market standards and your experience.
- Hybrid work model (2 days per week in the office, 3 at home).
- Restaurant tickets.
- Tangible career development plan.
- Bonus for teleworking.
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