3 of 3 Amazon CloudWatch Jobs in Scotland

Practical knowledge of SRE principles , including SLO/SLI/SLA design and error budgets. Strong experience with AWS (e.g., EC2, S3, IAM, VPC, CloudWatch) in production environments Experience with observability tools and monitoring/alerting best practices. Hands-on experience with automation and IaC (Terraform, CloudFormation ...

such as PyTorch, OpenCV, PIL/Pillow, and Hugging Face for working with AI/ML models. Familiarity with AWS services, including Lambda, S3, CloudWatch, and Boto3 for automation and deployment. Expertise in FastAPI for API development and experience with SQLAlchemy or psycopg2 for database connectivity. Knowledge of Agile ...

deployment. Key Responsibilities • Design, automate, and maintain scalable ML infrastructure using AWS CloudFormation and AWS-native services. • Build, deploy, and manage ML models on Amazon SageMaker (training, tuning, hosting, endpoints, pipelines). • Develop and optimize distributed data processing workflows using Apache Spark, AWS Glue, and related ETL frameworks. • Build … experience in MLOps, ML engineering, or cloud-based automation roles. • Strong expertise in AWS CloudFormation for IaC automation (must have). • Solid experience with Amazon SageMaker (training, inference, pipelines, model registry). • Strong hands on experience with AWS Glue and Apache Spark for ETL and distributed data processing. • Proficiency ...