GenAI Engineer; AWS & Terraform

The organization seeks a GenAI Engineer (AWS and Terraform) to lead the migration and operationalisation of generative AI applications on Amazon Web Services. The person in this role will design and implement infrastructure-as-code, deploy and configure AWS services, and integrate large language models and agent frameworks with secure, monitored cloud environments. This is a hybrid position requiring two days per week on-site from Warsaw, Gdańsk, Gdynia or Łódź.

• Plan and execute migration of GenAI applications from alternative environments to AWS, ensuring minimal disruption and validated performance.
• Design, implement and maintain infrastructure-as-code using Terraform to provision reproducible cloud resources.
• Deploy and configure relevant AWS services such as EKS, ECS, Lambda, Bedrock, Sage Maker, API Gateway, IAM and VPC to support GenAI workloads.
• Containerize applications and manage container orchestration using Docker and Kubernetes.
• Define and maintain CI/CD pipelines with tools such as Git Hub Actions, Git Lab CI or Jenkins to automate build, test and deployment processes.
• Implement security best practices for cloud infrastructure, including identity and access management, network segmentation and secrets management.
• Establish monitoring, logging and alerting (e.g., Cloud Watch) to ensure operational visibility and reliability.
• Integrate and ope rationalise LLMs and agent frameworks (e.g., OpenAI, Claude, Llama, Mistral; Lang Graph, Lang Chain, CrewAI, Auto Gen, Amazon Bedrock Agents) with AWS services.
• Collaborate with cross-functional teams to define requirements, validate model performance in production, and support incident response and post‑deployment improvements.

• Proven experience designing and operating AWS-based solutions
  , including services such as EKS/ECS, Lambda, Sage Maker and Bedrock.
• Practical experience with Terraform for infrastructure-as-code and modular design.
• Strong skills in containerisation (Docker) and orchestration with Kubernetes.
• Experience building CI/CD pipelines using Git Hub Actions, Git Lab CI, Jenkins or similar tools.
• Proficiency in at least one programming language used for GenAI applications
  , such as Python or Java.
• Familiarity with LLMs and agent frameworks and their integration patterns into cloud services.
• Understanding of cloud security controls, IAM, VPC networking and monitoring/observability practices.
• Ability to work in a hybrid environment and to coordinate work across remote and on-site stakeholders.
• Opportunities to work with leading cloud services and state-of-the-art generative AI frameworks and models.
• Collaborative, project-driven environment with cross-disciplinary technical teams.
• Professional development through hands-on work with infrastructure-as-code, Kubernetes, CI/CD and model integration on AWS.
• Unique TEAL culture, relationship- and respect-driven community, non-corporate atmosphere.
• Agile approach and no bureaucracy.
• Outstanding integration trips to various places in Europe for all employees.
• Activities to support your well-being and health.
• Luxmed Gold Extended medical care and Multisport Plus benefit.