6 of 6 Canary Deployment Jobs in the UK

rotation, per-tenant isolation and audit logs Define infrastructure as code using AWS SAM and ship via GitHub Actions with automated tests and canary/blue-green deployments Define clear API contracts with frontend and AI services, and document runbooks and postmortems Requirements: 4+ years operating ...

using Terraform CI/CD experience with Harness Strong GitHub workflow experience (PRs, branching, automation) Experience with Istio Service Mesh (traffic routing, mTLS, canary/blue-green deployments) Deep understanding of containers and cloud-native architectures £500 per day - 6 Month Contract Office Locations: Bristol, Leeds, Halifax, Manchester ...

local systems (Windows/Linux), covering patching, networking, storage, virtualisation, and container platforms. Build and optimise CI/CD pipelines with blue-green, canary, and rolling deployments, including automated, zero-downtime database releases. Implement comprehensive monitoring, logging, alerting, and automated incident workflows with clear reporting. Strengthen cloud security … Infrastructure as Code (CloudFormation required; Terraform/Pulumi desirable). Docker and ECS and/or Kubernetes. CI/CD pipeline development and controlled deployment strategies. Strong Linux administration and networking fundamentals. Python (essential) and Bash/Shell scripting. Monitoring/logging tools (e.g. Grafana, Datadog, CloudWatch, Prometheus). ...

modelling frameworks.**Experimentation & Monitoring*** Oversee the development and operation of online and offline experimentation platforms, including A/B testing, shadow deployments, canary releases, and continuous monitoring.* Embed evaluation and experimentation into CI/CD pipelines, enabling automated quality gates and reliable release processes for model-driven products. ...

programme, ensuring alignment with the project proposal and delivery roadmap. Design and own enterprise-grade ML/LLM pipelines covering model training, validation, deployment, versioning, monitoring, and CI/CD automation. Build container-oriented ML platforms (EKS-first) while evaluating alternative orchestration tools with similar capabilities (Kubeflow, SageMaker, MLflow … practices, and reusable frameworks. Enable observability, monitoring, drift detection, lineage tracking, and auditability across ML/LLM systems. Define and implement standards for model deployment, monitoring, governance, and automation to ensure production-grade reliability and scalability. Collaborate with cross-functional teams — data engineering, platform, DevOps, and client stakeholders ...

quality is consistent and repeatable. Evidence-led performance using DORA and reliability metrics Use DORA metrics as core evidence of delivery health and improvement: deployment frequency, lead time for changes, change failure rate and time to restore service. Combine DORA with operational measures: SLA/SLO attainment, incident volume … management tooling (e.g., ServiceNow or Jira Service Management). Working knowledge of modern engineering practices (CI/CD, IaC, blue/green or canary deploys, observability). ...