SME Network Autonomy
Core
Designing and delivering next-generation autonomous networks using AI/ML, closed-loop automation, and digital twins to enable networks to observe, decide, and act without human intervention.
Role type
Senior IC Network Autonomy Architect / Lead
Builds
Autonomous network control loops, AI/ML platforms for predictive maintenance and anomaly detection, and intent-based networking systems.
Domain
Telecommunications / Network Engineering / AI/ML
Deliverable
production ML models
Required skills
BGP, OSPF, MPLS, VXLAN, SD-WAN, AI/ML model application, Python, Go, C, CI/CD, Ansible, Terraform, Kubernetes, Cloud Networking (AWS/Azure/GCP), API engineering, YANG, gNMI
Preferred skills
TensorFlow, PyTorch, Network digital twins, NaaS, closed-loop automation architecture
Technologies
AI API, AWS, Ansible, Azure, CI/CD, Cloud, DevOps, GCP, JSON, Kubernetes, MPLS, Network, PyTorch, Python, Security, TensorFlow, Terraform
Responsibilities
Define and execute vision for next-generation autonomous networks; Lead cross-functional teams to operationalize autonomy at scale; Drive multi-year network autonomy roadmap (Levels 0-5); Evaluate and integrate digital twins; Architect AI/ML platforms for predictive maintenance and root-cause analysis; Lead design of closed-loop automation systems; Standardize telemetry, APIs, and data models; Mentor senior engineers and data scientists.
Seniority
Senior, hands-on IC with leadership responsibilities
