Role description
Job Description AI Engineer Infrastructure Validation AI Systems

We are seeking a highly skilled AI Engineer to design develop and deploy AIdriven solutions that improve infrastructure validation failure analysis and deployment efficiency

You will apply modern AI techniques to largescale logs telemetry firmware signals and operational workflows to automate rootcause analysis RCA enable predictive diagnostics and accelerate knowledge discovery for engineering teams

Key Responsibilities and Deliverables

1Design and build AI solutions for infrastructure validation and TRR automation including a validation assistant for engineers

2Develop intelligent automation that integrates with Azure DevOps ADO for pipelines bug management and workflow orchestration

3Create AICopilot systems for predictive analytics and diagnostics across hardware

4Build data ingestion and correlation pipelines across multisource telemetry logs and firmware data to support RCA and compliance validation





5Implement an AIdriven log analytics platform with intelligent notifications anomaly detection and guided remediation workflows

6Deliver a bug automation engine integrated with ADO and a knowledge copilot to surface similar incidents fixes and best practices

7Develop predictive failure detection and firmware compatibility analysis to reduce downtime and improve deployment readiness

Required Skills Qualifications

1LLM engineering Prompt engineering retrievalaugmented generation RAG finetuningevaluation and safetyquality best practices

2Log analytics anomaly detection and rootcause prediction models

3Programming Robust Python C Powershell is a plus for infrastructure integration

4AIML frameworks cloud Azure AI services OpenAI experience with PyTorch

5Working with largescale logs telemetry building reliable data pipelines

6Familiarity with Azure DevOps pipelines and bugincident management systems

7Scalable AI system design including APIbased microservices architectures

📌 Specialist - Data Sciences (Bengaluru)
🏢 LTM
📍 Bengaluru