Infrastructure Engineer (DevOps) — SDE2
Core
Design, build, and operate scalable AWS infrastructure supporting high-growth storytelling products, self-hosted AI/ML workloads, and global media delivery.
Role type
Senior Infrastructure Engineer (DevOps/SRE)
Builds
Production-grade cloud infrastructure, CI/CD pipelines, self-hosted AI inference systems, and global media delivery networks.
Domain
Cloud Infrastructure, AI/ML Operations, Media Streaming
Deliverable
production ML models | infrastructure
Required skills
AWS (ECS, VPC, IAM, Terraform), CI/CD (Jenkins), Python, Linux internals, Database operations (MySQL, MongoDB, Redis/Valkey), Networking (TCP/IP, DNS, TLS), Cloud security (IAM, secrets management)
Preferred skills
GPU capacity planning, LLM inference optimization (vLLM/TGI), Media transcoding optimization, Observability (OpenTelemetry, Langfuse), Database migration leadership
Technologies
AWS, ECS, EC2, VPC, IAM, Terraform, Jenkins, Ansible, Python, Cloudflare, Prometheus, Grafana, InfluxDB, RDS MySQL, MongoDB, Valkey, MSK, ScyllaDB Cloud, vLLM, TGI, OpenTelemetry, Langfuse
Responsibilities
Own AWS infrastructure via Terraform including ECS, VPCs, IAM, and autoscaling; Build and optimize Jenkins CI/CD pipelines; Drive cloud cost optimization; Operate self-managed data layer and lead database migrations; Stand up operational substrate for AI production including GPU capacity and inference gateways; Ensure reliability through SLOs, alerting, and incident response; Implement guardrails like IaC checks and deploy gates.
Seniority
Senior, hands-on IC
