Azure AI Platform Operations Expert

Datamatics Technologies; Karachi Division; On-site; PKR 2,000,000 - 4,000,000; Full time

Job summary

Datamatics Technologies is seeking an experienced AI Platform Operations Engineer to manage and govern enterprise AI workloads on Microsoft Azure. You will oversee onboarding, security, observability, and cost controls for Generative AI and agentic workloads, coordinating with MS, client IT, and cross-functional teams.

Role emphasizes on-call operational readiness, incident tracking, runbooks, and knowledge transfer, with a strong focus on Guardrails, safety, and governance across Azure services.

Qualifications

• 3+ years hands-on Microsoft Azure experience.
• Experience with Azure AI Foundry/OpenAI and Azure AI Services.
• Experience with API exposure patterns via APIM.
• Knowledge of Generative AI, LLMs, RAG, and Agentic AI concepts.
• Experience implementing AI guardrails, content filtering, and Responsible AI controls.
• Familiarity with AI observability, monitoring, logging, and performance tracking.
• Experience with Azure Monitor, Application Insights, Log Analytics, and Azure Cost Management.
• Understanding of Azure security, RBAC, Managed Identities, Key Vault, and networking concepts.
• Strong troubleshooting, operational support, and stakeholder management skills.

Responsibilities

• Operate Azure AI platform services (Azure AI Foundry/OpenAI) and related platform services.
• Support onboarding of Nexus AI, GenAI, and agent workloads using landing-zone patterns and governance gates.
• Support AI gateway/LLM gateway and APIM exposure, including connectivity and production-readiness checks.
• Assist use-case teams with environment readiness, identity/access, connectivity, deployment pre-checks, and post-deployment verification.
• Ensure AI workloads and agents are onboarded with guardrails, content-safety controls, observability, quota controls, and governance.

Skills

Azure

Azure AI Foundry/OpenAI

APIM

GenAI/LLMs

AI observability

Guardrails/Safety

Security/RBAC/Key Vault

Cost/FinOps

Troubleshooting/Operations

Onboarding/Release governance

Tools

Azure Monitor

Application Insights

Log Analytics

Azure Cost Management

Cosmos DB

ADLS Gen2

Azure Event Hubs

Kubernetes/Container Apps

APIM

Azure OpenAI

Job description

Datamatics Technologies is seeking an experienced AI Platform Operations Engineer to manage and govern enterprise AI workloads on Microsoft Azure. You will oversee onboarding, security, observability, and cost controls for Generative AI and agentic workloads, coordinating with MS, client IT, and cross-functional teams.

Role emphasizes on-call operational readiness, incident tracking, runbooks, and knowledge transfer, with a strong focus on Guardrails, safety, and governance across Azure services.