Lead Software Engineer – LLM Ops Platform Reliability
GLASGOW, LANARKSHIRE, United Kingdom
GBP 80K-110K (estimate) Senior-level Full Time
Tasks
- Automate remediation for recurring operational issues
- Build backend services and APIs for reliable production operations
- Conduct root-cause analysis and write post-incident follow-ups
- Deploy and manage LLMs on Amazon EKS and Amazon SageMaker
- Design secure production software for AI infrastructure
- Implement observability with logs, metrics, and traces
- Lead incident response and mitigation
- Operate and scale LLM serving infrastructure
- Perform capacity planning and load testing for LLM endpoints
- Tune GPU and accelerator capacity for LLM inference
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Alertmanager | Amazon EKS | Amazon SageMaker | Autoscaling | Blue-Green Deployment | Blue/green | Cache optimization | Canary | Canary Deployment | Cause analysis | Continuous Delivery | GPU | Grafana | Incident Management | Infrastructure as Code | KV cache | KV cache optimization | Kubernetes | LLM | Load Testing | Observability | OpenTelemetry | Parallelism | Prometheus | Python | Quantization | Reliability Engineering | Root Cause Analysis | Root cause | Site Reliability | Site Reliability Engineering | Speculative decoding | System design | Terraform | VLLM | “as-code”
Education
N/A
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