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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Expertise in Kubernetes Networking Architecture and CNI Standards, with a strong focus on designing and operating large-scale networking topologies. Proficient in debugging distributed network issues and collaborating effectively with cross-functional teams.
Highest-signal resume keywords
Kubernetes Networking ArchitectureCNI StandardsGo ProgrammingLinux Networking FundamentalsHigh-Performance Fabrics
ATS Keywords
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Hard Skills
KubernetesCNICalicoTailscaleWireGuardGoPythonCPacket CaptureDebugging Distributed Networks
Soft Skills
Clear CommunicationCollaboration Across Time Zones
Tools & Technologies
EnvoyCloudflareSlurmInfiniBandRoCERDMA
Industry Keywords
AIHPCNetworking TopologiesOverlay NetworkLoad Balancers
Tech Stack
Tools & technologiesCloudKubernetesLinuxNode.jsPythonGo
About the role
Key responsibilities & impact- Own and evolve the Kubernetes networking architecture for GPU clusters running at multi-thousand-node scale
- Design, operate and scale the overlay network - CNI, mesh and VPN topologies (Tailscale, WireGuard), and the gateways that connect control and data planes
- Design, operate and scale the L7 gateways/load balancers/tunnels (Envoy, Cloudflare)
- Find and eliminate scale ceilings: packet loss under load, control-plane saturation, IP address management exhaustion, and failure modes above a few thousand nodes
- Build scale-test environments and validation suites to catch networking regressions before production
- Diagnose hard, ambiguous problems across the stack, tracing symptoms in Slurm or training jobs to networking root causes
- Partner with cloud and neocloud providers on network topology, requirements and capabilities for new clusters
- Provide senior technical judgement to a distributed team in the Cluster Networking domain
Requirements
What you’ll need- BS/MS in Computer Science, Electrical Engineering or a related field, or equivalent experience
- 6+ years of professional experience in systems, network or infrastructure software engineering
- Deep command of Kubernetes networking architecture and CNI standards, with production experience operating Calico strongly preferred
- Proficiency designing and maintaining modern mesh and VPN networking topologies - Tailscale, WireGuard or equivalent
- Strong Linux networking fundamentals: routing, netfilter and iptables/nftables, packet marking, network namespaces, and how these interact with container runtimes
- Demonstrated ability to debug distributed network problems at scale - packet capture, tracing, and correlating behaviour across many hosts to find a single root cause
- Proficiency in Go, Python, C or a comparable systems language
- Clear written and verbal communication, and the ability to work effectively with engineers across multiple time zones
- Direct experience architecting and operating massive-scale Kubernetes topologies across thousands of concurrent nodes
- Experience with high-performance fabrics in AI or HPC environments - InfiniBand, RoCE, or RDMA over converged networks
- Upstream contributions to Calico, Cilium, Tailscale, or Kubernetes networking SIGs
- Experience operating networking across multiple public clouds and on-premises environments simultaneously
- Familiarity with Slurm or other HPC schedulers running on Kubernetes
Benefits
Comp & perks- Equity
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