Machine Learning Engineer -Ethernet/IP networking, including L2/L3 forwarding, BGP, ECMP, EVPN/VXLAN, VRFs, ACLs, QoS, 5 to 8 years
Cisco • Bangalore, India • Posted June 27, 2026
About the Role
**Meet the Team**
You will join Cisco's AI infrastructure networking team, focused on validating high-performance Ethernet fabrics for AI/ML workloads and helping customers and partners deploy scalable, resilient data center networks.
**Your Impact**
In this role, you will plan and run AI/ML infrastructure benchmarks, validate fabric designs, and translate results into reference architectures, deployment guidance, and customer-ready recommendations. The work connects lab validation with real customer outcomes across switching, host networking, RoCE fabrics, automation, and telemetry.
+ Plan, execute, and analyze AI/ML network benchmarks covering throughput, latency, congestion, incast, failover, path diversity, and workload performance.
+ Design, implement, and validate L3 leaf-spine fabrics for AI infrastructure using eBGP/iBGP, BGP unnumbered, EVPN/VXLAN, VRFs, ECMP, multi-tenancy, and SRv6.
+ Define benchmark methodology, KPIs, p...
You will join Cisco's AI infrastructure networking team, focused on validating high-performance Ethernet fabrics for AI/ML workloads and helping customers and partners deploy scalable, resilient data center networks.
**Your Impact**
In this role, you will plan and run AI/ML infrastructure benchmarks, validate fabric designs, and translate results into reference architectures, deployment guidance, and customer-ready recommendations. The work connects lab validation with real customer outcomes across switching, host networking, RoCE fabrics, automation, and telemetry.
+ Plan, execute, and analyze AI/ML network benchmarks covering throughput, latency, congestion, incast, failover, path diversity, and workload performance.
+ Design, implement, and validate L3 leaf-spine fabrics for AI infrastructure using eBGP/iBGP, BGP unnumbered, EVPN/VXLAN, VRFs, ECMP, multi-tenancy, and SRv6.
+ Define benchmark methodology, KPIs, p...