Data Scientists / ML Engineers

Coface; Colombes; On-site; EUR 50,000 - 70,000; Full time

Job summary

Coface is seeking a Data Scientist to join the Data Lab in Colombes. You will work on innovative ML/AI projects, from data extraction and modeling to deployment on container infrastructures or in the cloud, with production monitoring.

Requirements include 3 years of Python experience, Linux/Git, and proficiency in English and French to collaborate with teams worldwide. You will participate in architecture reviews and CI/CD practices.

Qualifications

• Engineering degree or equivalent in Data Science.
• 3 years of experience in Python with CI/CD practices.
• Proficiency with Linux and Git.
• Autonomy, curiosity, rigor.
• Fluent English and French for global collaboration.

Responsibilities

• Design and develop end-to-end data solutions from extraction and modeling to deployment.
• Deploy on container infrastructures or in the cloud and monitor in production.
• Contribute to technology monitoring and knowledge sharing within the team.

Skills

Python

CI/CD

Linux

Git

Docker/Kubernetes

English

French

Team collaboration

Education

Engineering degree or equivalent in Data Science

Tools

Docker

Kubernetes

Apache Airflow

Job description

The team addresses many use cases for Data Science, involving a variety of Machine Learning and AI technologies. For example:

• Scoring the risk of business failure with Machine Learning models
• Extracting information from images and documents with Transformers and LLMs
• Identifying companies with a custom search engine using embeddings
• Building and mining knowledge graphs
• Financial modeling and simulations

The Data Lab's work includes solid Software Engineering practices to achieve operational integrations in internal tools and client applications. Data Lab’s developments also include data extractions from the company’s databases and management of CI/CD pipelines to deploy applications and APIs on Docker/Kubernetes infrastructures, Apache Airflow, and in the cloud.

Knowledge sharing through presentations between team members, training, and technology monitoring during dedicated time are all part of how the Data Lab operates.

Your missions:

• You join Data Lab team and most often work in pairs or small teams on innovative projects.
• You design and develop complete solutions, from data extraction and modeling to deployment on our container infrastructures or in the cloud, and monitoring in production
• You contribute to technology monitoring and knowledge sharing within the team

The profiles we are looking for:

• Engineering degree or equivalent in Data Science
• 3 years of experience demostrating proficiency in Python and best practices for code review and continuous integration
• Use of Linux and Git
• Autonomy, curiosity, rigor
• English and French are mandatory: interactions with business teams all around the world

Recruitment process:

• Technical interview (video), including a review of the candidate's professional background — estimated duration: 1 hour
• Technical assessment in Python and Machine Learning, without AI coding assistance — two Colab notebooks, approximately 45 minutes each
• Interview with the human resources department — estimated duration: 45 minutes
• Job offer