ML/AI Engineer

Your ITeams Sp. z o.o.; Polska; Hybrid; PLN 120,000 - 210,000; Full time

Benefits offered by this job

Luxmed Gold Extended medical care

Multisport Plus

Job summary

Your ITeams Sp. z o.o. is seeking an experienced ML/AI Engineer to join a team delivering production-grade AI solutions for a major insurance client.

The role blends ML development, systems design, and integration work across cloud and on-prem environments. You will design, train and deploy models using PyTorch/TensorFlow, AWS SageMaker and Bedrock, implement MLOps practices, and collaborate with backend and business stakeholders to bind technical and business requirements.

Qualifications

• 4+ years of hands-on ML/AI in production environments
• Advanced proficiency in Python
• Experience with PyTorch and TensorFlow for building, training, and fine-tuning models
• Knowledge of MLOps principles and model monitoring/versioning/CI/CD
• Experience with AWS ML services: SageMaker, Bedrock, ECS/EKS
• API integration via REST/Web Services; Swagger UI familiarity; FastAPI knowledge

Responsibilities

• Design, build and maintain ML/AI models in production
• Train models from scratch and fine-tune pre-trained models
• Deploy and scale AI solutions using AWS SageMaker, Bedrock, ECS/EKS
• Design IT solution architectures following best practices
• Integrate models with existing ecosystem via APIs and microservices
• Collaborate with backend and business stakeholders to define requirements
• Ensure code quality, documentation, and ML CI/CD processes

Skills

Python

ML/AI

PyTorch

TensorFlow

MLOps

Tools

SageMaker

Bedrock

ECS/EKS

FastAPI

Job description

We are seeking an experienced ML/AI Engineer to join a team delivering production-grade artificial intelligence solutions for a large insurance company. This engagement supports a major insurance company and involves the end-to-end delivery of AI capabilities for production use. The role requires a balance of machine learning development, systems architecture and integration work.

Responsibilities

• Design, build and maintain ML/AI models in a production environment.
• Train models from scratch and perform fine-tuning of 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.

Qualifications

• 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.
• Work on enterprise-scale AI solutions within the insurance sector, with impact on critical business processes.
• Unique TEAL culture, relationship- and respect-driven community, non-corporate atmosphere.
• Agile approach and no bureaucracy.
• Outstanding integration trips to various places in Europe.
• Activities to support your well-being and health.
• Luxmed Gold Extended medical care and Multisport Plus benefit.