Software Manager, Infra Tools AI Team
Core
Lead infrastructure and tooling engineering for the SONiC Network OS development lifecycle, applying AI/LLM capabilities to automate testing, failure analysis, and regression efficiency.
Role type
Senior IC engineering manager (infrastructure, tools, AI)
Builds
Scalable development, integration, and test environments; LLM-based tools for intelligent regression analysis and test coverage.
Domain
Networking (SONiC OS, Ethernet Switching) + AI/LLM + DevOps
Deliverable
production ML models
Required skills
Team leadership and mentoring, CI/CD system design and operation, Python programming, LLM/AI integration, Linux system internals, test infrastructure development, regression optimization, SONiC OS architecture knowledge.
Preferred skills
LLM-powered test analysis pipelines, networking protocols (Ethernet, L2/L3, QoS, VLANs), code coverage instrumentation, embedded/systems software experience.
Technologies
SONiC, SAI/ASIC, Jenkins, GitLab CI, GitHub Actions, Python, Linux, LLMs.
Responsibilities
Lead and mentor infrastructure engineers; design and maintain scalable dev/test infrastructure; architect LLM-based tools for failure classification and root cause clustering; reduce regression runtime via parallelization and smart scheduling; develop deep knowledge of SONiC OS internals.
Seniority
Senior, hands-on IC with leadership
