GenAI Network Engineer: RAG, MLOps & Troubleshooting

Quantum Technologies. LLC; Palo Alto (CA); Ibrido; USD 150.000 - 230.000; Tempo pieno

Descrizione del lavoro

Quantum Technologies LLC is seeking AI/ML engineers to build GenAI-powered tools that accelerate network troubleshooting, including triage assistants and KPI summaries with grounded citations. You will design RAG pipelines, embeddings, vector search, and grounding strategies, while productionizing models with robust testing and CI/CD.

You will collaborate across data engineering, security, and RAN domain experts to deliver measurable impact, including MTTR reduction and fewer escalations, in a

Competenze

• BS/MS in computer science, electrical engineering, data science, or related technical field; or equivalent practical experience.
• 3–5 years of experience in AI/ML engineering, data engineering, or applied data science delivering production-grade solutions.
• Strong Python and SQL skills; experience with large-scale telemetry/time-series datasets and reliable data transformations.
• Hands-on experience with Azure services for data/AI solutions, including Azure Functions, Azure DevOps, Git, and automated testing.

Mansioni

• Build, deploy, and operate GenAI-powered tools that accelerate network troubleshooting with citations to data.
• Design and implement RAG pipelines: document prep, embeddings, vector search with re-ranking, grounding, and citation strategies.
• Ship reliable services: productionize models/prompts with CI/CD, automated tests, canary/A–B releases, monitoring, and SLOs.
• Implement evaluation and continuous monitoring: offline/online eval, golden sets, human-in-the-loop review, drift detection, cost budgets.
• Integrate with internal systems and tools: alarms, KPI platforms, ticketing, dashboards; close loop from detection to remediation.

Conoscenze

GenAI development

RAG pipelines

Prompt design

Evaluation fundamentals

Production mindset

Security basics

4G/5G RAN concepts

KPIs & RCA outputs

Python

SQL

Azure services

Azure Functions

Azure DevOps

Git

Formazione

BS/MS in Computer Science / Electrical Engineering / Data Science or related field

Strumenti

Vector databases

Semantic Kernel

LangChain

LlamaIndex

MLflow

Model Registry

Azure DevOps

Git

Descrizione del lavoro

Quantum Technologies LLC is seeking AI/ML engineers to build GenAI-powered tools that accelerate network troubleshooting, including triage assistants and KPI summaries with grounded citations. You will design RAG pipelines, embeddings, vector search, and grounding strategies, while productionizing models with robust testing and CI/CD.

You will collaborate across data engineering, security, and RAN domain experts to deliver measurable impact, including MTTR reduction and fewer escalations, in a