Machine Learning Engineer (F/M)

AXA Avanssur SA Oddział II w Polsce is an internal software house operating within the international insurance group AXA. They provide IT solutions for AXA companies in Europe and work in English on international development projects.

• 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 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 with Github Actions or similar.
• Experience serving models with APIs using Flask or FastAPI.
• Experience with cloud platforms (e.g., AWS, Azure, GCP) and containerization (Docker, Kubernetes).
• Extremely high attention to detail and rigor.

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