Purpose of the Position: The AI Platform Engineer- MLOps/LLMOps will be responsible for designing, implementing, and operationalizing enterprise-grade AI, Machine Learning, and Generative AI solutions. The role will focus on deploying and monitoring AI applications, establishing governance frameworks, and enabling secure, reliable, and cost-effective AI operations across cloud environments. The individual will provide technical leadership and drive best practices for AI engineering, MLOps, and LLMOps initiatives. Key Result Areas and Activities: Reliability and Availability of AI services and solutions Design scalable AI/ML and Generative AI deployment architectures. Define enterprise standards for model deployment, monitoring, and lifecycle management. Design and operationalize RAG, agentic AI, prompt management, vector databases, and LLM integration frameworks. MLOps & LLMOps Implementation Establish CI/CD pipelines for machine learning and LLM-based applications. Automate model training, deployment, versioning, and rollback processes. Optimize LLM performance, scalability,



and cost efficiency including Inference cost management Model Governance & Reliability Implement frameworks for model monitoring, evaluation, drift detection, observability, and compliance. Ensure responsible AI and governance standards are followed. Technical Leadership & Stakeholder Collaboration Mentor AI engineers, junior platform engineers and data scientists. Collaborate with business and technology teams to translate AI use cases into production-ready solutions. Essential Skills: LLM serving and inference optimization and running an inference gateway that routes across providers and open-weight models with failover LLM observability and tracing: end-to-end request tracing through retrieval, prompt, tool calls and generation using LangSmith or Azure AI Foundry Evaluation as a platform capability: building the harness product teams use to regression-test AI behaviour, run LLM-as-judge and

📌 Machine Learning (Karnataka)
🏢 InfoCepts
📍 Karnataka