Wrocław, Dolnośląskie, Poland

Role

Software Engineer, Platform - Wrocław, Poland

Responsibilities

• Budowa i utrzymanie end-to-end ML pipelines (trening, deploy, monitoring) w AWS.
• Automatyzacja CI/CD dla ML oraz orkiestracja (SageMaker Pipelines/Kubeflow).
• Konteneryzacja i wdrożenia: Docker + Kubernetes (ECS/EKS).
• Rejestrowanie eksperymentów i modeli (MLflow / SageMaker Model Registry).
• Monitoring modeli i drift (SageMaker Model Monitor / custom).
• Przepływy danych: Glue/EMR/Spark (PySpark).
• IaC: Terraform / CloudFormation, zgodnie z AWS security best practices.

Wymagania (Requirements)

• 5+ lat w MLOps / ML Engineering.
• AWS: SageMaker, Lambda, ECR, ECS/EKS, S3, Step Functions.
• CI/CD: GitHub Actions / GitLab / Jenkins / CodePipeline.
• Python + frameworki PyTorch / TensorFlow / scikit-learn.
• Observability: CloudWatch / Prometheus / ELK / Datadog.
• Bezpieczeństwo AWS: IAM, VPC, KMS, Secrets Manager, PrivateLink.

Key Qualifications

• 5+ years in MLOps / ML Engineering.
• AWS: SageMaker, Lambda, ECR, ECS/EKS, S3, Step Functions.
• CI/CD: GitHub Actions / GitLab / Jenkins / CodePipeline.
• Python + PyTorch / TensorFlow / scikit-learn.
• Observability: CloudWatch / Prometheus / ELK / Datadog.
• AWS Security: IAM, VPC, KMS, Secrets Manager, PrivateLink.

Additional

Tags: #MLOps #AWS #SageMaker #Kubernetes #Docker #CICD #MLflow #Kubeflow #Python #PyTorch #TensorFlow #Spark #Terraform #CloudWatch #IAM