ML / AI Engineer

## About the project - 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. ## This is how we work - at the client's site - you focus on a single project at a time - you focus on product development ## Your 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. - 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. ## What we offer - Work on enterprise-scale AI solutions within the insurance sector, with impact on critical business processes. - Remote working. - 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. ## This is how we work on a project - team-level deployment - documentation - issue tracking tools - testing environments ## Benefits - sharing the costs of sports activities - private medical care - remote work opportunities - integration events ## Recruitment stages - Screening Call - Cultural Fit Interview - Technical Interview - Final Round Interview ## YOUR ITEAMS sp. z o.o. - Unique TEAL culture, relationship- and respect-driven community, non-corporate atmosphere. - Agile approach and no bureaucracy.