ML/AI Engineer

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MidZdalnieFull-time

#465497·Dodano 2 dni temu·0

Źródło: YourITeams

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Tech Stack / Keywords

Python AWSSageMakerBedrockECS/EKSPyTorch TensorFlowMLOpsFastAPI Spring Boot

Podsumowanie oferty

The role delivers production-grade AI solutions for a large insurance company, combining machine learning development with systems architecture and integration. You will build and fine-tune models, deploy and scale solutions using AWS, and apply MLOps practices.

Wymagania

Minimum 4 years of hands-on experience working on ML/AI projects in production environments.
Proven experience in IT solution design and familiarity with software design patterns.
Advanced proficiency in Python.
Practical knowledge of AI/ML frameworks and workflows, including PyTorch and TensorFlow; experience building, training and fine-tuning models; awareness of MLOps principles.
Experience with AWS Cloud services relevant to ML/AI: SageMaker, Bedrock, ECS/EKS.
Experience integrating systems via API, REST, Web Services; familiarity with Swagger UI and frameworks such as FastAPI.
Working knowledge of databases.
Familiarity with Java Spring Boot and microservice development.
Knowledge of integration tools and practices.
Practical English language skills for oral and written communication, approximately B2/C1 level.

Obowiązki

Design, build and maintain ML/AI models in a production environment.
Train models from scratch and fine-tune pre-trained models.
Deploy and scale AI solutions using AWS services, including SageMaker, Bedrock and container orchestration on ECS/EKS.
Design IT solution architectures following proven design patterns and best practices.
Integrate models and systems with the existing ecosystem via APIs, REST, microservices and related integration tools.
Collaborate with backend teams and business stakeholders to define requirements and implement solutions.
Ensure code quality, maintain documentation and apply MLOps practices such as model monitoring, versioning and CI/CD for ML.

Benefity

Outstanding integration trips to various places in Europe.
Luxmed Gold Extended medical care.
Multisport Plus benefit.

Spotkania integracyjne

Opieka zdrowotna

Karta sportowa

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