AIOps Network Automation Engineer (Graduate)
ByteDance
A complete application in a minute — tailored resume and cover letter, ready to send.
Job summary
ByteDance is seeking a development engineer to join the Network Observability team, working on autonomous data center networks enabled by AI/ML and LLM-based agents. You will build a panoramic observability platform, ingesting telemetry data from gNMI, Netconf, IPFIX/NetFlow and SNMP, and implement intelligent diagnostics to quickly identify root causes across the stack.
The role blends network engineering with cutting-edge AI technologies, including autonomous remediation and proactive capacity
Qualifications
- Bachelor's or Master's degree in Computer Science or related discipline.
- Deep understanding of data center network architectures (Spine-Leaf Fabric) and protocols EVPN/VXLAN, BGP/OSPF; Linux network stack.
- Mastery of Go (Golang).
Responsibilities
- Design a closed-loop AIOps for the NetWork platform.
- Develop a telemetry pipeline aggregating gNMI, Netconf, IPFIX/NetFlow, and SNMP.
- Apply ML/DL for anomaly detection and root cause analysis.
- Explore LLMs and agents for intelligent operations.
- Develop automated remediation and smart runbooks.
- Forecast capacity bottlenecks and risk for proactive maintenance.
- Ensure a scalable, highly available data center network platform.
Skills
Education
Tools
Job description
ByteDance is seeking a development engineer to join the Network Observability team, working on autonomous data center networks enabled by AI/ML and LLM-based agents. You will build a panoramic observability platform, ingesting telemetry data from gNMI, Netconf, IPFIX/NetFlow and SNMP, and implement intelligent diagnostics to quickly identify root causes across the stack.
The role blends network engineering with cutting-edge AI technologies, including autonomous remediation and proactive capacity
'/%3e%3cpath%20d='M101.744%2012.4726L102.894%2016.1947L99.0021%2013.2201L101.744%2012.4726ZM105.3%208.40937H100.488L99.0026%203.59473L97.5116%208.41047L92.7%208.40385L96.5965%2011.3834L95.1055%2016.1942L99.0021%2013.2196L101.408%2011.3834L105.3%208.40992V8.40937Z'%20fill='white'/%3e%3cdefs%3e%3clinearGradient%20id='paint0_linear_5593_1381'%20x1='90'%20y1='9.44471'%20x2='99'%20y2='9.44471'%20gradientUnits='userSpaceOnUse'%3e%3cstop%20stop-color='%2300AD70'/%3e%3cstop%20offset='0.998594'%20stop-color='%2300B67A'/%3e%3cstop%20offset='1'%20stop-color='%23DCDCE6'/%3e%3c/linearGradient%3e%3c/defs%3e%3c/svg%3e){kind=small}
