Gitlab CI & Jenkins). Experience in designing and implementing best practices using Infrastructure as Code (IaC) tools such as Terraform, Packer, CloudFormation and Cloud-Init Skills in Containerization: Kubernetes, ECS/Fargate, Nomad, Security: Hashicorp Vault, PKI, TLS, NCSC Principles, Networking: VPC Peering, DNS, Service Mesh, Identity & Device Management: Keycloak, Entra ID, JAMF, Okta. Extensive and demonstrable experience in More ❯
metrics for monitoring and debugging * Understanding of IAM and security for role-based access and credential management * Experience with CDK for infrastructure deployment * SQS for message queuing * EKS/ECS/Kubernetes for containerised AI deployments API Development : * FastAPI for building REST APIs and model serving endpoints * Requests library for HTTP client operations and external API integration * Authentication/ More ❯
metrics for monitoring and debugging * Understanding of IAM and security for role-based access and credential management * Experience with CDK for infrastructure deployment * SQS for message queuing * EKS/ECS/Kubernetes for containerised AI deployments API Development : * FastAPI for building REST APIs and model serving endpoints * Requests library for HTTP client operations and external API integration * Authentication/ More ❯
metrics for monitoring and debugging Understanding of IAM and security for role-based access and credential management Experience with CDK for infrastructure deployment SQS for message queuing EKS/ECS/Kubernetes for containerized AI deployments API Development: FastAPI for building REST APIs and model serving endpoints Requests library for HTTP client operations and external API integration Authentication/ More ❯
Edinburgh, Midlothian, Scotland, United Kingdom Hybrid / WFH Options
McGregor Boyall
systems using LLMs , Object Detection , and OCR Leveraging frameworks like Hugging Face Transformers , PyTorch , YOLO , OpenCV , and Pillow Designing and deploying AI services via FastAPI , AWS Lambda , EKS/ECS , and S3 Creating scalable data pipelines with Pandas , NumPy , SQLAlchemy , and Airflow Supporting real-time model inference, edge deployments, and API integrations Working closely with a technical lead in More ❯
Edinburgh, Midlothian, Scotland, United Kingdom Hybrid / WFH Options
McGregor Boyall
and object detection in real-world applications. Design and optimize APIs using FastAPI and integrate with external systems. Deploy scalable AI systems using AWS (Lambda, S3, SQS, EKS/ECS), CDK , and modern DevOps practices. Collaborate on infrastructure and data pipelines using SQLAlchemy, Boto3, Pandas, and Airflow . Contribute to real-time AI services , model versioning, and advanced fine More ❯
London, South East, England, United Kingdom Hybrid / WFH Options
SR2
Build, release, and manage configuration of production systems Design and manage CI/CD pipelines using GitHub Actions and Jenkins (Groovy) Support container-based technologies with Docker and AWS ECS Implement monitoring and alerting solutions with CloudWatch and SNS Troubleshoot cloud applications across infrastructure, back-end, and front-end domains Ensure security best practices and compliance across all AWS … vendors, and tooling, with clear documentation and handover Essential Skills/Experience: Strong experience with Infrastructure as Code , deploying AWS environments using Terraform Hands-on AWS experience with RDS, ECS, API Gateway, and SNS Skilled with DevOps tools : Vault, Artifactory, Docker, GitHub, Jenkins, Maven, SonarQube Proven track record designing and implementing CI/CD pipelines Strong knowledge of AWS More ❯
based applications and event-driven architectures on both on-premises and AWS cloud, leveraging various PaaS/SaaS services including Lambda, API Gateway, Step Functions, Event Bridge, Aurora, DynamoDB, ECS, etc., to support large scale, high-throughput applications and enable real-time data processing. Rich experience in Architecture/Designing, while playing different roles like Lead Technical/Integration … Python, 3.11 Springboot, Micronaut, Dropwizard, GraphQL, API Design. * N-tier, Cloud- native, Server less, Micro service, Event-Driven architecture. * TOGAF 9, Agile, Incremental, Waterfall, TDD, DDD, BDD. * AWS (EC2, ECS, Fargate, Lambda, Route53, RDS, EMR jobs, AWS secrete manger, event bridge, Cloud Watch), GCP (Big query, GCS bucket). * Kubernetes/Docker * Command, Chain of Responsibility, Builder, SAGA, CQRS More ❯
based applications and event-driven architectures on both on-premises and AWS cloud, leveraging various PaaS/SaaS services including Lambda, API Gateway, Step Functions, Event Bridge, Aurora, DynamoDB, ECS, etc., to support large scale, high-throughput applications and enable real-time data processing. Rich experience in Architecture/Designing, while playing different roles like Lead Technical/Integration … Python, 3.11 Springboot, Micronaut, Dropwizard, GraphQL, API Design. * N-tier, Cloud- native, Server less, Micro service, Event-Driven architecture. * TOGAF 9, Agile, Incremental, Waterfall, TDD, DDD, BDD. * AWS (EC2, ECS, Fargate, Lambda, Route53, RDS, EMR jobs, AWS secrete manger, event bridge, Cloud Watch), GCP (Big query, GCS bucket). * Kubernetes/Docker * Command, Chain of Responsibility, Builder, SAGA, CQRS More ❯