
Technology, Information and Internet · 1.1k people
Senior Front-End Network Engineer, AI Infrastructure Operations
Posted 21 Oct
What’s this role about? Own the operational health, configuration consistency, and performance of large-scale Ethernet front-end networks supporting AI inference, management, and storage workloads. Lead complex incident response and postmortems, improve automation and monitoring with SRE and engineering teams, and tune network performance and reliability.
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Company
About Nscale Nscale is building the engine of superintelligence — full-stack AI infrastructure powering the world’s most powerful systems, from ground to cloud.
Nscale
Nscale is the engine of superintelligence.

Responsibilities
- Owning the operational health, configuration consistency, and performance
- tuning of large-scale Ethernet front-end fabrics (leaf-spine / Clos)
- supporting AI inference, management, and storage workloads
- Leading the diagnosis and resolution of complex network incidents (P0/P1),
- spanning optics, routing, switching hardware, long-haul circuits, and storage
- connectivity layers
- Driving blameless postmortems and implementing preventative fixes to improve
- long-term fabric stability and availability
- Partnering with SREs to define requirements for automation and tooling, and
- contributing to network provisioning, validation, and monitoring systems
- Collaborating with Network Architecture and Engineering teams to validate
- designs and enforce standards for routing, congestion management, firmware
- baselines, and change safety
- Monitoring fabric utilisation and performance, identifying bottlenecks, and
- tuning for predictable latency and throughput on front-end networks
- Acting as a subject matter expert for cross-functional teams on high-speed
- Ethernet networking, long-haul/DCI circuits, and storage network integration
- Participating in an on-call rotation supporting mission-critical,
- customer-facing infrastructure
Qualification
Required
- operating large-scale Ethernet data centre or cloud networks
- Deep, hands-on operational experience with high-speed Ethernet fabrics in
- hyperscale or production environments
- Strong expertise with Arista (EOS) and/or Nokia (7220 IXR / 7250 IXR / 7750
- SR series) platforms
- Solid understanding of modern data centre networking, including BGP, OSPF,
- ECMP, EVPN-VXLAN, and leaf-spine architectures
- Proven experience with long-haul circuits and DCI (dark fiber, carrier
- Ethernet, coherent optics)
- Experience with storage networking over Ethernet and shared storage
- connectivity
- Proven ability to troubleshoot complex network issues using Linux-based
- tooling and fabric diagnostics
- Proficiency in Python, Go, or shell scripting for automation, data analysis,
- or configuration management
- Experience working in a 24/7 operational environment with a strong focus on
- reliability and toil reduction
Preferred
- Deep familiarity with front-end network patterns for large AI clusters
- (inference traffic, management networks, and storage integration)
- Experience operating large-scale DCI / long-haul optical or carrier networks
- Strong background in network observability and telemetry systems (streaming
- telemetry, sFlow, Prometheus, Grafana, etc.)
- Prior experience in automation-first network operations or building internal
- tooling
Benefits
- At Nscale, you'll find a collaborative, supportive, and innovative environment
- where your contributions spark real impact. We're building something
- extraordinary, and we want you at the core.
- Highly competitive package (base + equity) with reviews every 12 months . 🚀
- Join the fastest-growing tech startup , your chance to push boundaries,
- collaborate with brilliant minds, and make your mark on cutting-edge AI. ✨
- Expect a dynamic progression plan tailored to your ambitions. Grow by trying
- new things, leading, challenging the status quo, and owning your impact,
- always with our full support.
- Nscale does not accept unsolicited candidate submissions from recruitment
- agencies.
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