Senior Architect - Artificial Intelligence/Machine Learning

0 years

0 Lacs

Posted:2 weeks ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Location :

Hyderabad Full Time.

Department :

R& D Engineering.

Reports To :

Head of Engineering / CTO.

Position Overview

We are hiring a technically hands-on Senior Architect to lead the design, development, and deployment of a modular AI-driven automation platform, integrating AI Agent framework, Rag Model solution, Large Language Models (LLMs), Machine Learning and rule-based automation engines.This platform will power intelligent workflow automation across internal operations, customer service, and enterprise integrations, enabling our clients to achieve hyper-productivity and reduce operational costs.

Primary Responsibilities & Framework Engineering

Architect an extensible, component-based automation framework capable of :
  • Custom AI Agent Framework
  • Pluggable ML/LLM pipelines
  • Custom event triggers and action processors
  • Event-driven workflows with state persistence

Build Core Execution Capabilities Such As

  • Workflow DAG handling
  • Task queues and async job coordination
  • Error handling, checkpointing, and retries
  • Define reusable microservice APIs and developer-facing SDKs.
  • Design scalable multi-tenant architecture for horizontal scaling.

AI/LLM Integration

  • Implement LLM abstraction layers using LangChain, Semantic Kernel, or similar libraries.
  • Integrate open and commercial LLMs such as OpenAI, Claude, Mistral, or Cohere.
  • Build Retrieval-Augmented Generation (RAG) pipelines using vector stores like Pinecone, Qdrant, or FAISS.

Develop Components For

  • Prompt templates
  • Context memory
  • Chaining and orchestration of multi-step agents.

Platform Engineering

  • Containerize services using Docker and orchestrate with Kubernetes and Helm.
  • Build and maintain CI/CD pipelines using Azure DevOps, GitHub Actions, or Argo.
  • Implement scalable infrastructure patterns including autoscaling and service mesh networking.
  • Setup observability stack including structured logs, metrics, tracing, and alerting.

UI/UX Enablement

  • Enable low-code/no-code interfaces through backend schema-driven UI renderers.
Collaborate with React + TypeScript frontend engineers to build :
  • Visual workflow builders
  • Monitoring dashboards
  • Ensure responsiveness and performance of UI for synchronous and long-running processes.

Leadership & Collaboration

  • Lead and mentor a cross-functional team of engineers.
  • Establish engineering best practices across design, coding, testing, and performance optimization.
  • Facilitate cross-team alignment with data scientists, DevOps, and product managers.
  • Support hiring efforts and technical onboarding.

Minimum Qualifications

  • Bachelors or Masters in Computer Science, Engineering, or related field.

Preferred Technical Skills

  • AI/LLM Technologies : OpenAI, Claude, Cohere, HuggingFace Transformers, LangChain, Semantic Kernel, Haystack,
  • Vector databases : Pinecone, FAISS, Qdrant
  • Workflow & Orchestration : Temporal, n8n, Redis Streams, RabbitMQ, Celery, Kafka, EventBridge
  • Backend & Platform : Python, Node.js, RESTful APIs, gRPC, Webhooks, Kubernetes, Docker, Cloud platforms Azure App Services, AWS Lambda, GCP Cloud Run
  • DevOps & Observability : GitHub Actions, Azure DevOps, Grafana, Loki, OpenTelemetry
  • Frontend (for UI integration) : React, TypeScript, Redux, TailwindCSS or Material UI.

Soft Skills

  • Strong communicator with documentation and architectural diagramming proficiency.
  • Collaborative mindset with a focus on mentorship, code quality, and engineering velocity.
  • Adaptability to rapidly evolving AI/LLM ecosystem.
(ref:hirist.tech)

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