Cisco

AI Infrastructure Benchmarking and Network Validation Engineer

Cisco$199K — $254K *
Telecommunications & Hardware
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree with 7+ years or Master's degree with 4+ years of relevant experience
  • Proficient in Python for automation tasks
  • Familiarity with L2/L3 network protocols (BGP, OSPF, EVPN, VxLAN, IPv6)
  • Experience using traffic testing tools like Spirent or IXIA
  • Knowledge of Docker or Kubernetes
  • Background in network testing and validation

Responsibilities

  • Plan, execute, and analyze benchmarks on Cisco switches for AI/ML operations
  • Guide AI/ML workload deployments from scoping through execution
  • Develop AI-driven automation workflows for network development
  • Define benchmark methodologies, test plans, and reporting structures
  • Run and analyze performance tests using industry-standard tools
  • Validate switch ASIC features and document findings
  • Own switch OS configuration and advanced feature validation

Benefits

  • Flexible working hours
  • Collaborative work environment
  • Opportunities for professional development
  • Access to cutting-edge technology and tools
  • Involvement in groundbreaking AI/ML networking projects
Full Job Description
The application window is expected to close on: 08/28/2026
Job posting may be removed earlier if the position is filled or if a sufficient number of applications are received.

Meet the Team

The Hyperscaler Routing team within Cisco Networking focuses on delivering advanced routing solutions tailored for hyperscale environments. The team leverages Cisco Silicon One technology, which converges routing and switching silicon to provide high capacity, power efficiency, and programmability. This enables hyperscalers to architect distributed AI environments with seamless scalability and security. Their work supports cutting-edge AI infrastructure and cloud-scale networking, addressing the demands of AI traffic and next-generation hyperscale routing systems.

Your Impact

As a key contributor to Cisco's AI/ML infrastructure initiatives, you will plan, execute, and analyze comprehensive benchmarks on Cisco switches, focusing on throughput, latency, congestion, incast, failover, path diversity, and workload performance to ensure optimal AI/ML network operations.

You will be guiding AI/ML workload deployments from initial scoping and test planning through execution and benchmark analysis, ensuring success criteria are met. Your role includes developing AI-driven automation workflows to streamline network development, operations, and implementations.

You will define rigorous benchmark methodologies, test plans, KPIs, pass/fail criteria, and reporting structures for AI RoCE Ethernet fabrics, benchmarking fabric performance across critical metrics including latency, throughput, path diversity, ECMP and link utilization, congestion behavior, packet drops, retransmissions, queue occupancy, and recovery behavior. You will run and analyze performance tests using industry-standard tools such as NCCL, RCCL, ib_write_bw, ib_read_bw, ib_send_bw, ib_write_lat, netperf, iperf, MPI, OSU benchmarks, and microburst test methods.

You will validate switch ASIC features including buffers, schedulers, QoS/queuing, ECMP behavior, telemetry, hashing, traffic distribution, and congestion visibility.

Owning switch OS configuration and automation, you will utilize SONiC, NX-OS, Ansible, Python, Bash, Git, and related tooling to implement and validate advanced features such as SRv6, segment routing, uSID, Adj-SID, and policy-based pathing as required. You will document PoC architecture, benchmark methodologies, topology diagrams, configurations, results, findings, and recommendations.

This role empowers you to shape the future of AI infrastructure networking by delivering scalable, high-performance, and resilient network fabrics that meet the stringent demands of AI/ML workloads, driving innovation and customer success at Cisco.

Minimum Qualifications
  • Bachelors + 7 years of related experience, or Masters + 4 years of related experience.
  • Python for automation experience.
  • Experience with L2/L3 network protocols such as BGP, OSPF, EVPN, VxLAN, IPv6 or similar.
  • Experience with Traffic tools such as Spirent, IXIA or similar.
  • Docker or Kubernetes experience.
  • Experience with network testing and validation.


Preferred Qualifications
  • Clear written and verbal communication skills as well as documentation skills.
  • SONiC, NxOS, Linux or other open source network operating systems experience.
  • Deep understanding of Leaf-spine fabric and troubleshooting them.
  • Experience with Cisco Nexus Dashboard and related automation tools for provisioning, managing and troubleshooting the fabric.
  • Experience handling complex network segmentation, security policies, and multi-site fabric designs.
  • Experience with RDMA, RoCEv2, PFC, ECN, congestion control, QoS, buffer behavior, and lossless Ethernet concepts.

About Cisco

Cisco Careers

Join the vibrant team at Cisco, a global leader in networking and cybersecurity solutions, where innovation and leadership thrive. Cisco offers a plethora of job opportunities that cater to a range of skills and experiences, making it an ideal place for both seasoned professionals and those seeking an internship to jumpstart their career. Work You’ll Do At Cisco, you’ll be part of a culture that values diversity, leadership, and professional growth. Engage in work that matters with a team that combines technology, creativity, and the power of human connection to redefine networking. Cisco’s commitment to innovation isn’t just about technology, but also about transforming the way we work and collaborate. Cisco’s employment philosophy supports career advancement and nurtures a leadership pipeline that is equipped with diversity training and opportunities for growth. Whether you’re applying your skills to drive our latest innovations or using our vast networking capabilities to solve complex problems, at Cisco, every role is impactful. Join Our Dynamic Team Explore job opportunities in areas ranging from engineering to marketing, sales to cybersecurity. Cisco is hiring individuals who are passionate, curious, and ready to drive change. Positions at Cisco offer competitive benefits, a supportive culture, and the chance to work with cutting-edge technology. Internship Programs Kickstart your career with a Cisco internship. Gain invaluable industry experience, enhance your resume, and build professional networks that last a lifetime. Our internships provide hands-on experience and the chance to work on projects that matter. Leadership and Development Cisco is committed to fostering leadership skills and providing employees with the training needed to succeed. Our leadership programs help you develop new skills, manage teams effectively, and lead with confidence. Cisco’s commitment to professional development ensures that your career path is as dynamic as our technologies. Benefits and Culture Cisco understands the importance of a balanced life. Our benefits package is designed to ensure that our team members are healthy, happy, and secure. At Cisco, you’ll find a supportive culture that encourages open communication, teamwork, and mutual respect. Stay Connected Join Cisco’s Talent Network Stay informed about new positions that match your skills and interests. At Cisco, we value the curiosity and unique perspectives of our team members. Subscribe to receive personalized job alerts and insider tips directly from our hiring managers. Explore Cisco Jobs Ready to advance your career at Cisco? Search open positions, prepare your resume, and get ready for an interview that could lead to your next big opportunity. At Cisco, we’re not just filling positions—we’re investing in leaders. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. READ CAREERS BLOG Job Alert Emails Customize your subscription to receive job alerts, the latest news, and insider tips tailored to your preferences. Discover the exciting and rewarding career opportunities that await you at Cisco.
Learn more about Cisco
Size
79,500 employees
Market Cap
$194.5 billion
Industry
Net Income
$10.1 billion
Founded
2014
5 Year Trend
+1.4%
Revenue
$48 billion
NASDAQ

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