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🥝 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

Job Description

**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...

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