We run AI clusters for training and inference. As a Network Engineer, you own the networks behind our GPU clusters: the high-speed compute fabric, the data centre Ethernet fabric, out-of-band management, and connectivity to carriers and the internet.
This is a hands-on role. You will design and build out networks at new sites, keep production fabrics stable and fast, and own network issues through to root cause and permanent fix.
What you'll do
Build-out
- Design network topology for new GPU clusters and sites: compute fabric, Ethernet fabric, management network and edge connectivity, sized for scale and failure tolerance
- Deploy, configure and validate networks at new data centre sites, from day-0 out-of-band and management switches to production fabrics
- Bring up InfiniBand/RoCE compute fabrics and leaf-spine Ethernet fabrics for new GPU clusters
- Review bills of materials, rack elevations and cabling plans so each site matches the design
- Run fabric acceptance tests before clusters go live
Fabric and connectivity operations
- Own the day-to-day health, configuration consistency and performance of InfiniBand/RoCE and Ethernet fabrics
- Operate and tune subnet managers (UFM/OpenSM), QoS and congestion control on the compute fabric
- Manage data centre edge and WAN connectivity: BGP with carriers and internet exchanges, data centre interconnect
- Troubleshoot link, optics, cabling and fabric performance issues, and drive root cause analysis on network incidents
- Work with vendors on firmware upgrades, defects and RMAs
What we're looking for
- 4+ years in data centre, service provider or large-scale cloud networking, with hands-on production operations
- Hands-on experience deploying and operating InfiniBand and/or RoCE fabrics, including subnet managers, QoS and RDMA
- Deep routing and switching knowledge: BGP, IS-IS or OSPF, ECMP, EVPN/VXLAN, leaf-spine (Clos) designs
- Experience with at least one major vendor platform: NVIDIA, Cisco, Juniper or Ruijie.
- Strong troubleshooting from the physical layer up: optics, cabling, interface counters, packet captures, MTU and routing issues
- Fluent in both English and Mandarin, spoken and written
- Clear written communication: design notes, change plans and incident reports others can follow
Working arrangement
- Based in Singapore, with regular travel to our data centres across Southeast Asia
- On-call rotation required: business hours by default, plus rotating coverage for critical incidents outside business hours