11 of 11 Canary Deployment Jobs in the UK

. Build, Integrate & Automate: Guide engineering on LLMOps/MLOps (model lifecycle, feature stores, CI/CD for ML, telemetry, A/B & canary releases) and integrate with DevOps toolchains; automate infra as code and pipelines for AI services. Orchestrate data and model services via microservices , event-driven ...

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 ...

operational excellence of Network commerce systems, including subscriptions and personalization services. You will collaborate closely with product and engineering teams to enhance system architecture, deployment safety, observability, and overall performance. As part of the centralized Technical Operations team, you will have horizontal responsibility for production reliability, participate … high availability, graceful degradation, and disaster recovery across multi-region environments. Quantify trade-offs between performance, cost, and operational risk. CI/CD & Deployment Safety Enhance deployment pipelines and implement automation to reduce risk and accelerate delivery. Apply safe deployment patterns such as canary, blue ...

operational excellence of Network commerce systems, including subscriptions and personalization services. You will collaborate closely with product and engineering teams to enhance system architecture, deployment safety, observability, and overall performance. As part of the centralized Technical Operations team, you will have horizontal responsibility for production reliability, participate … high availability, graceful degradation, and disaster recovery across multi-region environments. Quantify trade-offs between performance, cost, and operational risk. CI/CD & Deployment Safety Enhance deployment pipelines and implement automation to reduce risk and accelerate delivery. Apply safe deployment patterns such as canary, blue ...

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). ...

reliability, scalability, and operational performance of their production systems. This role works closely with product and engineering teams to enhance system reliability, architecture, deployment safety, and observability. Role Summary My client is seeking a Senior Site Reliability Engineer to join a centralized Technical Operations function, where you will lead … ownership of overall system health. You will be responsible for defining reliability standards, influencing architectural improvements, managing complex incidents, and building automation to improve deployment safety and operational efficiency. Your work will directly support high-traffic systems used by a global audience. Key Responsibilities Reliability & Risk Engineering My client ...

maintaining horizontal responsibility for production health, resilience, and scalability.You'll lead incident response, define reliability standards, influence architectural decisions, and build automation that elevates deployment safety and operational efficiency. This is a hands-on, senior technical role with direct influence on systems that generate significant global revenue.Key ResponsibilitiesReliability & Risk … failure isolation* Design multi-region HA, graceful degradation, and disaster recovery strategies* Evaluate trade-offs between performance, cost, and operational riskCI/CD & Deployment Safety* Enhance CI/CD pipelines with automation and safety guardrails* Implement safe deployment patterns (canary, blue/green, progressive delivery)* Ensure ...

with attention to reliability patterns (dead-letter queues, safe reprocessing, backpressure). AI/ML Operations Support • Partner with the ML engineer on production deployment of AI/ML models and agentic workflows: containerisation, versioning, controlled rollouts, and regression testing. • Implement operational controls for LLM usage in production: rate … language (Python strongly preferred, given the ML stack; Go, C#, or TypeScript also valuable). • Experience with containers (Docker, Kubernetes or equivalent) and modern deployment patterns (blue-green, canary, feature flags). • Production experience with monitoring, logging, and alerting systems, and a track record of responding ...

infrastructure and operational lifecycle of the machine learning systems that power our clinical monitoring platform. You will build and maintain the production ML pipelines, deployment infrastructure, and monitoring systems that enable Circadia's predictive models to identify early signs of clinical deterioration. Reporting to the Principal ML Engineer … always improving. Key Responsibilities ML Pipeline Orchestration & Automation Own and extend Circadia’s ML pipeline orchestration using Apache Airflow, including training, evaluation, and deployment workflows. Build and maintain automated pipelines for model retraining, validation, and promotion across development, staging, and production environments. Implement pipeline monitoring, alerting, and failure recovery ...

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). ...

development and feature flags, embedding security and quality gates directly into CI, and working with colleagues across Release, QE, and Environments to ensure every deployment is traceable, auditable, and safe. Alongside the technical work, you will mentor engineers, contribute to communities of practice, and help the wider team move … building and managing ephemeral, production-like environments with data-on-demand capability Strong observability skills - tracing, metrics, logs, SLO/error budget management, and deployment annotations Familiarity with DORA metrics and a track record of removing flow constraints at squad level Confidence with shift-left testing: contract, performance, resilience ...