About the job
As a recruitment company, DCG understands that every business is powered by experienced professionals. Our management style and partnership approach enable us to meet your needs and provide continuous support. Due to our ongoing growth and the large number of recruitment projects we undertake for our partners, we are currently looking for:
MLOps Engineer
Responsibilities:
Create continuous integration templates tailored for model development ensuring version control, testing, and reproducibility of our actuarial pricing models and datasets
Close work with members of the ML Engineering team and actuaries to audit and optimize the reliability and scalability of the actuaries' model training pipelines
Develop effective monitoring strategies to track the performance, reliability, and efficiency of the system
Manage the end-to-end operation of the AI platform to guarantee high availability, responsive performance, and secure data handling during document ingestion and processing
Oversee the integration and management of cloud resources to optimize cost, performance, and compliance with security standards, thereby enabling continuous innovation on the platform
Requirements:
Bachelor's or Master's degree in Mathematics, Computer Science, Machine Learning, or related field
Mastery over Data Science frameworks (pandas, pyspark, sklearn and shap) and MLOPS frameworks (MLFlow, Kedro/Airflow, Hyperopt/Optuna and Great Expectations) in Python
Experience with building GenAI agentic workflows using Langchain or smolagents
Basic familiarity with Dashboarding tools (PowerBI/Tableau)
Strong understanding of DevOps methodologies (CI/CD) and experience implementing Github Actions (or similar) workflows
Experience with serving models with APIs using Flask or FastAPI
Experience with cloud platforms (e.g., AWS, Azure, GCP) and containerization (e.g., Docker, Kubernetes)
Extremely high attention to detail and rigor
English - at least B2 level
Nice to have:
French - A2/B1
Offer:
Private medical care
Co-financing for the sports card
Constant support of dedicated consultant
Employee referral program
