Machine Learning Engineer at AXA Avanssur SA Spółka Akcyjna Oddział II w Polsce – Warsaw | Jobyssey

AXA Avanssur SA Oddział II w Polsce

We are an internal software house operating within the international insurance group AXA. We provide IT solutions for the needs of AXA companies in Europe. We work in English on a daily basis, in close-knit teams, carrying out international development projects.

We are launching an MLOps initiative to modernize the development of our actuarial pricing models by integrating best practices in machine learning operations. This project will involve automating model training, deployment, and monitoring processes, ensuring that our actuaries can operate with increased efficiency, reproducibility, and scalability in a production environment.
We are developing an AI-powered platform that leverages GenAI to accurately extract, analyze, and categorize information from large volumes of documents. This platform aims to streamline document processing workflows and enhance the speed and precision of data retrieval across various internal use cases.

This is how we organize our work

This is how we work

in house
you have influence on the technological solutions applied
you develop the code "from scratch"
you focus on product development
agile
scrum

Development opportunities we offer

conferences in Poland
development budget
industry-specific e-learning platforms
intracompany training
soft skills training
substantive support from technological leaders
technical knowledge exchange within the company

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.

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AXA Avanssur SA Oddział II w Polsce

We are an internal software house operating within the international insurance group AXA. We provide IT solutions for the needs of AXA companies in Europe. We work in English on a daily basis, in close-knit teams, carrying out international development projects.

This is how we organize our work

This is how we work

Development opportunities we offer