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 CI/CD infrastructure, LLM-based test analysis tools, and automated regression pipelines for SONiC OS
Domain
Networking (Ethernet Switching) + AI/ML + DevOps
Deliverable
production ML models
Required skills
Team leadership and mentoring, CI/CD system design and operation, Python programming, LLM/AI integration in engineering workflows, Linux system internals, test infrastructure development
Preferred skills
Networking protocols (L2/L3, QoS, VLANs), code coverage instrumentation, parallelization and test scheduling optimization
Technologies
SONiC, SAI/ASIC abstraction, Jenkins, GitLab CI, GitHub Actions, Python, LLMs
Responsibilities
Set technical direction and priorities for infrastructure teams, architect LLM-based tools for intelligent regression analysis, design scalable infrastructure for development and test environments, reduce regression runtime through smart test selection and scheduling
Seniority
Senior, hands-on IC
