Data Scientist NLP IA Gen @ Septeo
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Company Overview
Septeo, a leading European software publisher, is undergoing rapid transformation. In 10 years, it has become one of France's top software publishers, driven by a dedicated, innovative, and collaborative team culture.
Job Overview
We are looking for a Data Scientist NLP IA Gen on a permanent contract (CDI) to join the Septeo Services subsidiary within the Lab IA Brain. The role is based near Courbevoie with the possibility of 2 days remote work per week.
Role Responsibilities
- Develop and optimize natural language processing models (transformers, LLMs, embeddings).
- Design and train generative AI models for specialized tasks such as chatbots, automatic summarization, and text generation.
- Experiment with cutting-edge architectures (LLaMA, Mistral) and improve model performance with fine-tuning and prompt engineering.
- Integrate NLP models into robust and scalable production pipelines, ensuring reliable execution.
- Collect, process, and analyze textual data while maintaining a continuous tech watch on AI advancements.
Qualifications
Expertise with libraries such as Transformers (Hugging Face), spaCy, NLTK and the OpenAI API is essential. You should have strong experience with PyTorch and familiarity with architectures like BERT, T5 or LLaMA. Experience in deploying models using Docker, MLflow, and FastAPI is required, along with proficiency in Python and basic Bash scripting.
Additional Information
Joining Septeo means growing through personalized training, internal mobility opportunities, and access to self-learning platforms. Enjoy a collaborative, inclusive work environment with regular team events, seminars, and social activities. The recruitment process includes a phone screening, a detailed technical and cultural interview, and a final session with the future manager.
Key Skills/Competency
- transformers
- NLP
- generative AI
- PyTorch
- fine-tuning
- MLOps
- Docker
- API integration
- prompt engineering
- Python
How to Get Hired at Septeo
🎯 Tips for Getting Hired
- Customize your resume: Highlight NLP, AI, and MLOps projects.
- Showcase technical skills: Emphasize PyTorch and transformer libraries.
- Prepare for agile interviews: Practice teamwork and technical problem-solving.
- Research Septeo: Understand their growth, values, and cultural dynamics.