Agentic AI Cloud Engineering / MLOPS Engineer

Brief Description: This role will be responsible for developing agentic solutions from

prototype to production, combining LLMs, RAG, tool calling, orchestration frameworks,

cloud AI services, and up-to-date software engineering practices.

• 4+ years of experience in AI engineering, software engineering, data engineering,

ML engineering, cloud engineering, or similar technical roles.

• Hands-on experience building GenAI applications, AI agents, RAG-based

solutions, enterprise search, copilots, or LLM-powered workflow

automation.

• Strong programming skills in Python, with experience building APIs, backend

services, automation scripts, and reusable AI components.

• Strong understanding of LLMs, including prompt engineering, context

engineering, model selection, temperature/top-p settings, context windows,

embeddings, token usage, latency, and cost trade-offs.

• Practical experience with RAG architecture, including vector databases,

embedding models, retrieval strategies, metadata filtering, document

processing,



grounding, and citation-based answers.

• Hands-on experience with multi-agent orchestration patterns, including

supervisor-agent architectures, planner-executor workflows, routing agents,

tool-using agents, evaluator agents, and human-in-the-loop agent flows.

• Experience implementing tool-calling capabilities, allowing agents to interact

with databases, APIs, business applications, documents, and external services.

• Understanding of agent memory design, including session memory, long-term

memory, vector-based memory, user context, conversation history, and

governed memory retention.

• Experience implementing LLM and agent evaluation frameworks, including

accuracy testing, grounding validation, hallucination detection, retrieval quality

assessment, regression testing, adversarial testing, and user feedback

integration.

• Understanding of model governance and responsible AI, including approv

📌 AI Engineer (India)
🏢 Talentgigs
📍 India