Senior DevOps Engineer
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Key skills for this role
About the Role
This role builds and runs the infrastructure our Generative AI products depend on: the pipelines that ship code, the platforms that run services and models, and the controls tha.
Key Skills for This Role
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Overview
This role builds and runs the infrastructure our Generative AI products depend on: the pipelines that ship code, the platforms that run services and models, and the controls that keep all of it secure and reliable.
AI workloads bring their own demands.
GPUs, model serving, inference autoscaling, and token cost all shape the work, and you have run workloads like these before.
You should be comfortable owning infrastructure as code, CI/CD, observability, and security on AWS, and ready to set the operational standards a growing team will lean on.
What You Will Do
- Write and maintain infrastructure as code so environments are reproducible, reviewable, and quick to recover.
- Own CI/CD: the pipelines that build, test, scan, and deploy applications, agents, and model-serving services.
- Run the container platform (EKS, ECS, or Fargate) and the deployment workflows on top of it, including GitOps where it fits
- Stand up the runtime for AI workloads: GPU capacity, model serving such as vLLM, Triton, or TGI, inference autoscaling, and the gateways and caching that sit in front of the models.
- Manage API gateways, networking, load balancing, DNS, and certificates so services are exposed safely and predictably.
- Own secrets, identity, and least-privilege access across every environment.
- Run databases in production: clustering, replication, failover, backups, and recovery.
- Build monitoring into everything, including token usage and GPU utilisation, with alerting and clear service objectives.
- Lead reliability and security practice: incident response, policy as code, vulnerability and container scanning, and cost discipline, which matters once GPUs are in the mix.
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