Machine Learning Engineer

AVENGA (Agencja Pracy, nr KRAZ: 8448) is hiring for a role focused on advanced AI solutions within a large-scale program in the GenAI / AI domain.

• Strong hands-on experience with AWS cloud at an advanced level
• Practical experience with AWS SageMaker and AWS Bedrock (GenAI / LLMs)
• Broad knowledge of AWS ecosystem including Data services (S3, Glue, Glue Catalog, Athena), Compute (Lambda, EC2, ECS, Fargate), Orchestration (Step Functions, EventBridge, SNS), Security & networking (IAM, VPC, KMS), and Monitoring (CloudWatch, X-Ray, CloudTrail)
• Experience in building MLOps pipelines or ML platforms
• Hands-on experience with Terraform (IaC)
• Experience with tools like MLflow
• Strong understanding of ML lifecycle and deployment challenges

• Design and implement MLOps / GenAI Ops frameworks for production AI use cases
• Build and manage end-to-end ML pipelines including training, deployment, monitoring, and retraining
• Work with LLM-based solutions (GenAI) using AWS Bedrock
• Develop and maintain scalable AI/ML infrastructure on AWS
• Orchestrate workflows using AWS services such as Step Functions, EventBridge, and Lambda
• Provision and manage cloud infrastructure using Terraform (Infrastructure as Code)
• Ensure proper monitoring, logging, and observability using CloudWatch, X-Ray, and CloudTrail
• Collaborate with cross-functional teams (Data, AI, Engineering) to deliver AI solutions
• Support implementation of agent-based AI systems (Agentic AI)