Machine Learning Engineer
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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.
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.