Odpovědnosti

Původní popisek.

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.

O pozici / o projektu

Původní popisek.

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

Detail pracovní nabídky

Online nábor
Ihned
Hybridní práce
remote work opportunities
flexible working time

Metodika práce

Agile management Scrum, Agile
Code Level & Engineering Practices Clean Code, Design patterns, Code quality measures, Static code analysis, Code review, Pair programming
Development Methodologies TDD, BDD
Testing & Quality Assurance Unit tests, Integration tests, Test automation
DevOps, CI/CD & Operations DevOps, Continuous Integration, Continuous Deployment, Testing environments, Active monitoring
Architect / technical leader support
Documentation & Tooling Issue tracking tools, Documentation
Team size 3
Team members product owner, project manager, IT administrator

Výhody v kanceláři

Free coffee
Bike parking
Playroom
Free parking
No dress code
video games at work
coffee / tea
drinks
leisure zone

Výhody

sharing the costs of sports activities
private medical care
sharing the costs of foreign language classes
sharing the costs of professional training & cours
corporate gym
integration events
corporate sports team
sharing the commuting costs
employee referral program

Machine Learning Engineer @ AXA Avanssur SA Spółka Akcyjna Oddział II w Polsce

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