Data Scientist with French

Responsibilities

Societe Generale Global Solution Centre (SG GSC) acts as a business solutions center for Societe Generale, one of the largest European financial groups. We provide high quality professional services in over 35 countries in various business areas - Finance & Accounting, HR, IT and Corporate Operations. Our mission is to be a partner of choice, valued for owning, transforming and innovating with best-in-class talent.

RESPONSIBILITIES

What you will do:

o You will join a dynamic and innovative team, working as a Senior Data Scientists on topics such as

o Document Factory

o RAG (Retrieval-Augmented Generation) and AI Agents - strengthening  existing models and scaling them

o Ensuring a strong focus on innovation and continuous technology monitoring

REQUIRED PROFILE

o Mastery of data science modeling: training classical models and fine-tuning deep learning models such as BERT.

o Strong knowledge of Python machine learning packages and libraries related to Generative AI: PyTorch, TensorFlow, Transformers, and LangChain.

o Significant experience in NLP.

o Experience in Computer Vision (OCR and YOLO models for object detection).

o Experience in building a RAG system and solid knowledge of the Generative AI ecosystem (commercial LLMs such as GPT-4, GPT-4o, prompting techniques, and open-source LLMs such as LLaMA 3, Mistral).

o Implementation of metrics to evaluate model performance.

o French-speaking

Other skills:

o Good interpersonal skills

o The ability to quickly research and test state-of-the-art models

o The ability to propose different approaches and methods

Profile required

• Mastery of data science modeling: training classical models and fine-tuning deep learning models such as BERT.

• Strong knowledge of Python machine learning packages and libraries related to Generative AI: PyTorch, TensorFlow, Transformers, and LangChain.

• Significant experience in NLP.

• Experience in Computer Vision (OCR and YOLO models for object detection).

• Experience in building a RAG system and solid knowledge of the Generative AI ecosystem (commercial LLMs such as GPT-4, GPT-4o, prompting techniques, and open-source LLMs such as LLaMA 3, Mistral).

• Implementation of metrics to evaluate model performance.

Other skills:

• Good interpersonal skills

• The ability to quickly research and test state-of-the-art models

• The ability to propose different approaches and methods

Why join us

• competitive compensation & remuneration, including annual performance bonus;  
• preventive healthcare plan, and group health & life insurance;
• wide range of flexible benefits within a monthly budget;
• office perks, wellbeing and mental health programs;
• various social benefits and bonuses for personal or family events;
• 9 AM to 5 PM work program and flexible (hybrid) work environment;
• additional paid and unpaid time off, including Sabbatical leave;
• learning and growth opportunities based on individual development and career plans;
• unlimited access to various eLearning resources. 

Business insight

We are convinced that people are drivers of change, and that the world of tomorrow will be shaped by all their initiatives, from the smallest to the most ambitious. Whether you're joining us for a period of months, years, or your entire career, together we can have a positive impact on the future. Creating, daring, innovating, and taking action are part of our DNA. If you too want to be directly involved, grow in a stimulating and caring environment, feel useful daily and develop or strengthen your expertise, you will feel right at home with us!

Still hesitating?

We are committed to support accelerating our Group's ESG strategy by implementing ESG principles in all our activities and policies. They are translated in our business activity (ESG assessment, reporting, project management or IT activities), our work environment and in our responsible practices for environment protection.

We are an equal opportunities employer, and we are proud to make diversity a strength for our company. Societe Generale is committed to recognizing and promoting all talents, regardless of their beliefs, age, disability, parental status, ethnic origin, nationality, sexual or gender identity, sexual orientation, membership of a political, religious, trade union or minority organisation, or any other characteristic that could be subject to discrimination.