Technical
Hands-on experience architecting and designing agentic AI solutions (multi-agent orchestration, tool-use/MCP-based integrations, LangGraph/CrewAI/AutoGen or equivalent frameworks) — minimum 6–12 months recent, production-grade experience.
Architecting scalable, secure, multi-tenant solutions for enterprise customers, with working knowledge of at least one major cloud platform (AWS/GCP/Azure).
Ability to perform in-depth code reviews and mentor architects, senior engineers, and engineers across the stack.
RAG and knowledge-system architecture (vector DBs, multi-corpus retrieval, embeddings pipelines) — a plus, given increasing customer demand.
Ownership of deliverable quality — from design review through production readiness (testing, monitoring, observability).
Working knowledge of LLM evaluation/benchmarking (accuracy, latency, cost, quality metrics) to guide model/tool selection decisions.
AI-first SDLC approach: using AI/agentic tools (Claude Code, Copilot, etc.) natively across the development lifecycle—code generation, code review, test generation, security scanning,



and remediation—not as an add-on but as the default way of working.
Ability to define and enforce AI-assisted engineering guardrails (checklists, review gates, prompt/agent standards) so AI-first development doesn't compromise code quality or security posture.
Functional / Delivery
Delivery ownership — timely, high-quality delivery with zero compromise on either axis.
Deep product knowledge, with the ability to conceive, prioritize, and ship new features that differentiate the product.
Agility in converting ad-hoc/one-off customer requirements into reusable, scalable product features rather than one-off patches.
Capability to deliver production-grade systems with proper monitoring, alerting, and incident response built in — not just "feature complete."
Requirements gathering and translation — running feedback sessions with teams/customers and converting findings into transparent technical requi

📌 Director / Architect - Artificial Intelligence (India)
🏢 OpsMx
📍 India