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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Senior Front-End Network Engineer, AI Infrastructure Operations - **Company:** NSCALE, LLC - **Location:** United States - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Data Analysis, Border Gateway Protocol, Common Lisp Object Systems, Configuration Management, Complex Networks, Data Centers, Extract Transform Load (ETL), Linux, Ethernet, Firmware, Monitoring of Systems, Storage Area Network (SAN), Python (Programming Language), Network Architecture, Routing, Open Shortest Path First (OSPF), Performance Tuning, Prometheus, Shell Script, Data Streaming, AI Infrastructure, Cloud-native Network Functions (CNF), Computer Network Operations, Grafana, AI Platforms, Front End Software Development - **Published:** June 5, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=7cc6531ebbd3582b ## About the Role Do you have experience in Optics?, * 5+ years of experience in network engineering, with at least 3 years 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, * Extensive hands-on experience with Arista or Nokia platforms at scale * 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 ## Description Within Nscale, the Network Operations team is responsible for the performance and reliability of the high-speed networks that underpin our AI platforms. These front-end networks are critical to inference workloads, cluster management, data movement, and storage connectivity., In this role, you will be responsible for the day-to-day health, stability, and performance of Nscale's large-scale Ethernet front-end networks. You'll bring deep operational expertise from hyperscale or high-performance environments and play a key role in incident response, performance tuning, automation, and continuous improvement of production AI networking systems., * 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 ## Related Videos - [Docker network without Docker](https://www.wearedevelopers.com/videos/1418-docker-network-without-docker) - [5 steps for running a Kubernetes environment at scale](https://www.wearedevelopers.com/videos/88-5-steps-for-running-a-kubernetes-environment-at-scale) - [Creating a routing app with Google Maps API from scratch](https://www.wearedevelopers.com/videos/831-creating-a-routing-app-with-google-maps-api-from-scratch) - [The Gashlycrumb Tinies of AI Networking You Must Know (or Languish!)](https://www.wearedevelopers.com/videos/2067-the-gashlycrumb-tinies-of-ai-networking-you-must-know-or-languish) - [Docker exec without Docker](https://www.wearedevelopers.com/videos/1094-docker-exec-without-docker) - [Shipping Faster with Less: Render on Cloud Hosting, AI Workloads, and the Future of DevOps](https://www.wearedevelopers.com/videos/1894-shipping-faster-with-less-render-on-cloud-hosting-ai-workloads-and-the-future-of-devops) ## Related Articles - [Best US AI Conferences for CTOs in 2026: Build vs. Buy, Vendor Evaluation, and Peer Intelligence](https://www.wearedevelopers.com/magazine/736-best-us-ai-conferences-for-ctos-in-2026-build-vs-buy-vendor-evaluation-and-peer-intelligence) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it)