We are looking for an AI/ML Engineer with 6 years of experience in telecom OSS/network operations environments, who has built or is building applied AI/LLM-based automation on top of that domain expertise. This role is grounded in deep telecom OSS knowledge first, with agentic AI as the applied layer on top, not the other way around.
The role focuses on automating and augmenting OSS workflows such as network assurance, service fulfillment, and configuration management, using LLM-based agents for tasks like alarm triage, RCA, and guided remediation, always within policy-aware guardrails.

What You'll Work On
Design and implement LLM -based agents for OSS tasks: alarm triage, incident summarization, RCA, remediation suggestions
Build closed-loop automation solutions integrating sensing, decision-making, and execution across OSS components
Integrate agents with OSS/NMS systems: fault management, performance management, configuration management, inventory
Consume and reason over network telemetry (KPIs, logs, traces), alarms, topology, and service models




Build RAG pipelines using operational data, runbooks, policies, and standards (e.g., 3GPP, TM Forum)
Design agent tooling and action interfaces to safely execute network changes (config updates, parameter tuning, workflow triggers)
Apply ML techniques (anomaly detection, forecasting, classification) alongside LLM reasoning for proactive assurance
Implement guardrails, approvals, and rollback strategies for safe automation
Build evaluation and monitoring frameworks to measure agent accuracy and operational impact
Deploy AI automation services in cloud-native, event-driven architectures

Requirements
6 years of experience in telecom OSS domains, with solid hands-on knowledge of:
Fault, Performance, Configuration, and Service Management (FCAPS)
Network assurance and service assurance
Closed-loop or intent-driven automation concepts
Strong Python skills and experience building production-grade automation systems
Practical,

📌 Agentic AI engineer (España)
🏢 Future Connections
📍 España