LLM-Powered Autonomous Network Engineer

TikTok Inc.; Seattle (WA); On-site; USD 150,000 - 190,000; Full time

Job summary

TikTok Inc. in Seattle is seeking a passionate development engineer to join the Network Observability Team.

You will help build autonomous, data-driven network operations by integrating telemetry from gNMI, Netconf, IPFIX/NetFlow, and SNMP to power AI-enabled diagnostics. You will apply ML/DL techniques to detect anomalies and pinpoint root causes across the stack, from hardware to application traffic, and explore innovative applications of large language models to improve network reliability

Responsibilities

• Build a Panoramic Network Observability Platform: streaming telemetry from gNMI, Netconf, IPFIX/NetFlow, SNMP for real-time AI-enabled data.
• Develop Intelligent Diagnostics: ML/DL for anomaly detection, correlation, noise reduction across metrics, logs and events.
• Explore Innovative Applications of LLMs and

Job description

TikTok Inc. in Seattle is seeking a passionate development engineer to join the Network Observability Team.

You will help build autonomous, data-driven network operations by integrating telemetry from gNMI, Netconf, IPFIX/NetFlow, and SNMP to power AI-enabled diagnostics. You will apply ML/DL techniques to detect anomalies and pinpoint root causes across the stack, from hardware to application traffic, and explore innovative applications of large language models to improve network reliability