Senior Design Engineer – AI / LLM / RAG Platform

Role Summary
Design and build AI-powered Service Assurance solutions for telecom operations.
Develop LLM, RAG, and Agentic AI capabilities to automate troubleshooting, RCA, and operational workflows.
Build production-grade Python services and AI platforms that support autonomous network operations.

Key Responsibilities
AI / GenAI
Design and develop LLM-powered operational assistants and copilots.
Build and optimise RAG pipelines using enterprise knowledge, alarms, KPIs, logs, tickets, and documentation.
Develop Agentic AI workflows for RCA, alarm analysis, incident triage, and recommendation generation.
Implement prompt engineering, embeddings, semantic search, and response evaluation.
Improve AI accuracy, grounding, and explainability.
Python Engineering
Develop scalable backend services using Python.
Build APIs and microservices using FastAPI/Flask.
Create automation pipelines for data ingestion, analysis, and AI orchestration.
Deliver production-quality, maintainable, and testable code.
Cloud & Platform




Develop and deploy applications on Kubernetes/OpenShift.
Work with containerised microservices and cloud-native architectures.
Implement observability, monitoring, logging, and CI/CD integration.
Telecom Service Assurance
Apply AI to alarm correlation, KPI analytics, RCA, and incident management.
Work with OSS, FM/PM systems, topology, inventory, alarms, logs, and telemetry data.
Collaborate with telecom SMEs to convert domain knowledge into AI playbooks and workflows.

Job Requirements
Experience
4-8 years of software/platform engineering experience.
1-3 years of hands-on experience in GenAI, LLM, RAG, AI Assistants, or Agentic AI solutions.

Mandatory Skills
Programming
Python (Expert Level)
REST APIs
FastAPI / Flask
Microservices Architecture
Git & CI/CD
AI / LLM
Large Language Models (LLMs)
RAG Architecture
Prompt Engineering
Vector Databases
Embeddings
Semantic Search
AI Evaluation & Guardrails
AI Frameworks

📌 Senior Design Engineer – AI (Gurugram)
🏢 Mavenir
📍 Gurugram