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AI & Enterprise Application Architect

AI & Enterprise Application Architect

RMT EngineeringAjmer, IN
19 hours ago
Job description

Job Title : AI & Enterprise Application

Architect

About the Role

We are looking for a highly skilled Architect who can lead the design and delivery of both

AI-powered systems (including Agentic AI and GenAI applications) and enterprise Line-of-

Business (LoB) applications. This role requires a visionary leader who combines deep

technical expertise with business understanding, capable of designing end-to-end

solutions, recommending the right infrastructure, and building strong engineering teams.

You will be responsible for rapid Proof of Concept (PoC) creation, guiding the transition to

production-grade systems , and ensuring timely, high-quality delivery.

Key Responsibilities

  • AI & Agentic System Architecture
  • Architect Agentic AI systems , including LLM orchestration, workflows, RAG pipelines, and automation.
  • Evaluate and adopt modern AI frameworks, ensuring scalability and performance.
  • LoB Application Architecture
  • Independently architect enterprise-grade applications aligned with business needs.
  • Translate business workflows into scalable, secure, and maintainable technical solutions.
  • Infrastructure Strategy (AI + GenAI Focus)
  • Assess and recommend infrastructure requirements specific to AI / GenAI applications , including :
  • GPU clusters and accelerators for model training / inference.
  • Vector databases, caching, and data pipelines for RAG workloads.
  • Scalable storage and high-throughput networking for large model handling.
  • Containerization (Docker, Kubernetes) for AI service orchestration.
  • Cloud-native AI services (AWS Bedrock, Azure OpenAI, GCP Vertex AI) when suitable.
  • Balance performance, cost-efficiency, and security for AI and enterprise systems.
  • Rapid PoC → Production Delivery
  • Work closely with stakeholders to understand business requirements .
  • Be proactive and fast in building PoCs to validate ideas.
  • Convert PoCs into production-ready deliverables across AI and non-AI domains.
  • Team Leadership & Delivery
  • Build, mentor, and scale high-performing engineering teams.
  • Drive scrums, sprint planning, and agile delivery practices .
  • Ensure on-time, quality-driven delivery of all initiatives.
  • Engineering Excellence
  • Establish and enforce core engineering practices (CI / CD, testing, code reviews, documentation).
  • Collaborate across teams to ensure alignment of technical design with business strategy.

Requirements

  • 10+ years of experience in software engineering, with 5 + years in architecture leadership roles .
  • Strong background in AI / ML systems and enterprise software architecture .
  • Hands-on expertise in :
  • o   Frontend : React / React Native (for both web and mobile applications).

    o   Backend : Node.js, APIs, microservices architecture.

    o   Mobile App Architecture : Android / iOS app delivery, integration with enterprise backends.

    o   Cloud platforms (AWS, Azure, GCP)

    o   GPU infra for AI / GenAI (NVIDIA A100 / A6000 clusters, model serving stacks)

    o   Databases (SQL / NoSQL, vector databases like Pinecone / Weaviate / FAISS)

    o   APIs, microservices, containerization (Docker, Kubernetes)

  • Proven ability to design LoB applications independently .
  • Experience in rapid PoC creation → production transition .
  • Strong business understanding; ability to translate business needs into scalable systems.
  • Excellent leadership, collaboration, and communication skills.
  • Nice to Have

  • Experience with LLM orchestration tools (LangChain, LlamaIndex, AutoGen, etc.).
  • Exposure to enterprise CRM / ERP / CCaaS solutions .
  • Prior experience delivering AI + business applications in large enterprise environments.
  • Why Join Us?

  • Lead architecture for both AI-driven systems and LoB applications .
  • Work on cutting-edge AI adoption while ensuring strong enterprise system design.
  • Build and mentor your own team, shaping the future of enterprise transformation.
  • Own the full cycle from PoC → enterprise-grade delivery across multiple domains.
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