Data Scientist NLP IA Gen
@ Septeo

Paris, Ile-de-France, France
€70,000
On Site
Posted 23 days ago

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Job Details

About Septeo

Septeo is a leading European software publisher and one of the top tech companies in France. In only 10 years, the company has grown into a key player in the industry, recognized for its innovative software solutions used in various life events such as real estate, weddings, entrepreneurship, and travel.

At Septeo, teamwork, simplicity, and trust drive our success. We work together, innovate together, and transform together.

Job Overview: Data Scientist NLP IA Gen

As a Data Scientist specializing in Natural Language Processing (NLP) and Generative AI, you will join the Lab IA BRAIN at Septeo Services. Based near Courbevoie, you will benefit from hybrid work options with 2 days remote per week. You will work in an agile team of 15 professionals focusing on integrating AI into innovative software products.

Key Responsibilities

  • Develop and optimize NLP models using transformers, LLMs, and embeddings.
  • Design and train generative AI models for tasks like chatbots and text summaries.
  • Experiment with advanced model architectures (e.g., LLaMA, Mistral).
  • Perform fine-tuning and prompt engineering to enhance model performance.
  • Integrate NLP models into robust, scalable production pipelines.
  • Ensure the smooth execution of models in operational environments.
  • Collect, process, and analyze text data.
  • Stay updated on the latest in generative AI and NLP advancements.

Required Qualifications

  • Expertise in transformers (Hugging Face), spaCy, NLTK, and OpenAI API.
  • Extensive experience with PyTorch and model architectures like BERT, T5, LLaMA.
  • Proficiency in MLOps tools (Docker, MLflow, FastAPI) and Python.
  • Knowledge of Bash for workflow automation.
  • Strong innovative mindset and a passion for AI advancements.
  • Ability to work autonomously and collaborate across teams.

What Septeo Offers

  • Personalized training programs and internal mobility opportunities.
  • Hands-on self-learning via Udemy.
  • A collaborative environment with themed events such as afterworks and seminars.
  • A commitment to equality, diversity, and inclusion.

Recruitment Process

  • Initial phone screening with a recruitment officer.
  • Second interview covering company values and candidate motivations.
  • Final interview with your future manager for technical validation.

Key skills/competency

  • NLP
  • Generative AI
  • Transformers
  • PyTorch
  • MLOps
  • Python
  • Bash
  • Agile
  • Data Analysis
  • Innovation
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How to Get Hired at Septeo

🎯 Tips for Getting Hired

  • Customize Resume: Tailor it to highlight NLP and AI skills.
  • Showcase Projects: Emphasize hands-on transformer experience.
  • Research Septeo: Learn about their culture and innovations.
  • Prepare Interviews: Review agile methodologies and MLOps practices.

📝 Interview Preparation Advice

Technical Preparation

Review transformer architectures and model fine-tuning.
Practice Python scripting and PyTorch model building.
Study MLOps tools like Docker and MLflow.
Experiment with prompt engineering techniques.

Behavioral Questions

Describe teamwork in agile environments.
Explain handling tight project deadlines.
Discuss adapting to new technology fast.
Share an example of effective communication.

Frequently Asked Questions