Geforderte Skills
- Python
- PyTorch
- TensorFlow
- MLOps
- AWS
- SageMaker
- Bedrock
- FastAPI
- REST API
- Swagger UI
- Java Spring Boot
- Microservices
- Databases
- Software Design Patterns
- System Integration
- Git
- Jira
- Confluence
- Agile
Sprachen: English · Polish
Jobbeschreibung
Join a global insurance group's IT team as an AI Developer to build AI solutions for the insurance industry. You will develop and fine-tune models in PyTorch and TensorFlow, deploy them on AWS, and integrate them via FastAPI.
Project overview
Join the IT team of a global insurance group as an AI Developer and co-create AI solutions for the insurance industry. In this role, you will build and fine-tune models in PyTorch and TensorFlow, deploy them on AWS (SageMaker, Bedrock), and integrate them with company systems via API in FastAPI.
Key Responsibilities
Required Skills and Experience
- Design, implement, and maintain insurance applications according to business requirements and Allianz technology standards, using ML/AI solutions in a production environment.
- Build, train, and fine-tune AI/ML models (PyTorch, TensorFlow) and deploy them to the production environment on AWS (SageMaker, Bedrock, ECS/EKS), adhering to MLOps practices.
- Design and provide APIs (REST, Swagger UI, FastAPI) integrating AI models with insurance systems and Java Spring Boot components in a microservices architecture.
- Collaborate with the IT team using Agile methodology, with Git/Jira/Confluence and integration tools, designing solutions according to company design patterns.
- Technical communication with the team and business stakeholders in English (B2/C1) and work with databases supporting AI solutions.
- Minimum 3 years of experience working with ML/AI projects in a business production environment.
- Experience in designing IT solutions, including knowledge of design patterns.
- Very good knowledge of Python.
- Knowledge of AI/ML concepts — PyTorch, TensorFlow, building custom models, training, fine-tuning pre-trained models, knowledge of MLOps.
- Experience working with AWS Cloud (SageMaker, Bedrock, ECS/EKS).
- Experience in system integration: API, REST, Web Services, Swagger UI, FastAPI.
- Knowledge of databases.
- Knowledge of Java Spring Boot and building microservices.
- Knowledge of integration tools.
- Practical knowledge of English (oral and written communication), B2/C1 level.
- Knowledge of tools: Git, SonarQube, Bamboo, Jira, Confluence.
Nice to have
What we offer?
Who we are – in brief:
We are a leader in technology services for companies in regulated industries. We have hundreds of projects completed for clients worldwide and over 24 years of market experience, with a particular focus on areas such as life science, QA, validation, cloud systems, human capital management (HCM), and Salesforce.
Industry: We operate in the IT sector.
Clients: Oriflame, Sanofi, Coca-Cola, and many others.
- Experience in insurance projects.
- Participation in programs
- private medical care, sports card, group insurance.
- English language lessons with a dedicated teacher.
- Access to an extensive training library covering both soft and technical skills.
- Company events, contests, and challenges.
Project details
- Start: flexible
- Remote: hybrid
- Location: Warszawa, -, PL
- Languages: English, Polish
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