Machine Learning Engineer

AXA Avanssur SA Oddział II w Polsce is an internal software house operating within the international insurance group AXA. It provides IT solutions for AXA companies in Europe, working in English on international development projects in close-knit teams.

• Bachelor's or Master's degree in Mathematics, Computer Science, Machine Learning, or related field.
• Mastery of Data Science frameworks (pandas, pyspark, sklearn, shap) and MLOps frameworks (MLFlow, Kedro/Airflow, Hyperopt/Optuna, Great Expectations) in Python.
• Experience 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 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.

• Create continuous integration templates for model development ensuring version control, testing, and reproducibility.
• Collaborate with ML Engineering team members and actuaries to audit and optimize model training pipelines.
• Develop monitoring strategies to track system performance, reliability, and efficiency.
• Manage end-to-end operation of the AI platform ensuring high availability, responsive performance, and secure data handling.
• Oversee integration and management of cloud resources to optimize cost, performance, and security compliance.