Responsibilities
- Develop a real-time network observability platform using telemetry from gNMI, NETCONF, IPFIX/NetFlow, and SNMP.
- Build machine-learning and deep-learning systems for anomaly detection, correlation analysis, noise reduction, and root-cause analysis across network and application layers.
- Develop RAG-powered conversational operations assistants that query knowledge bases and monitoring data.
- Build operational agents that generate, recommend, and execute controlled remediation plans and runbooks through network tools and APIs.
- Create network capacity, risk, and device-health prediction capabilities using historical data and business-growth models.
- Design highly available and scalable systems spanning data collection, model training, online inference, and closed-loop actions.
Requirements
- Deep understanding of data-center network architectures such as Spine-Leaf Fabric and protocols including EVPN/VXLAN and BGP/OSPF.
- In-depth knowledge of the Linux network stack.
- Strong software-engineering and system-design skills with mastery of Go or Python.
- Experience with modern development workflows, microservices, containerization, Docker, Kubernetes, and CI/CD.
- Experience in one or more of big-data processing, real-time data pipelines, analytics systems, observability platforms, graph databases, alert platforms, or event platforms.
- Interest or hands-on experience in LLM and agent applications for operations, including RAG, tool use, and safety evaluation.
- Preferred: experience with hyperscale data-center networks, LLM/agent intelligent-operations projects, relevant open-source communities, high-performance networking, SmartNICs, DPDK/eBPF, or network configuration and control systems.
Tech Stack
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.