Integration Engineer - Machine Learning - OneRail’s Technology Hub - Poland
Tasks
- Build microservices encapsulating ML logic and business rules
- Collaborate with data science product and QA teams to deliver ML requirements
- Containerize ML services and orchestrate deployments
- Define and maintain RESTful APIs with OpenAPI
- Deploy and maintain machine learning models as service endpoints
- Handle data flow between backend and frontend with streaming or polling
- Implement React components for ML features
- Maintain code quality and API versioning documentation
- Optimize ML service performance and scalability
- Productionize machine learning prototypes
Perks/Benefits
Skills/Tech-stack
API Versioning | Async frameworks | Asynchronous programming | Batch Processing | CI/CD | Caching | Docker | End to End | End-to-End Testing | FastAPI | Flask | GitHub Actions | GitLab CI | Integration Testing | JavaScript | Jenkins | Kafka | Kubernetes | Microservices | OpenAPI | PyTorch | Python | REST | React | Scikit-learn | Swagger | TypeScript | Unit Testing
Education
N/A
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