Position Summary

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

an

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