LLM Operations Engineer

8118 ASOL - Kolkata SEZ Company; Kolkata District; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

Accenture is seeking an LLM Operations Engineer to design and deploy autonomous, agent-driven AI architectures within enterprise environments. You will work on scalable, cloud-native LLM solutions, ensure governance and safety, and collaborate with business stakeholders on complex workflows.

The role emphasizes planning and execution loops, memory management, and production-grade MLOps/LLMOps practices, with exposure to leading GenAI tools across cloud platforms.

Qualifications

• Minimum 3 years of experience in Generative AI.

Responsibilities

• Design and build multi-agent AI systems capable of planning, reasoning, and task execution
• Develop applications using LLMs (GPT, Claude, Llama, etc.) with advanced prompt engineering and orchestration
• Implement Agentic workflows (planner - executor - critic - memory loops)
• Build RAG (Retrieval-Augmented Generation) pipelines with vector databases for enterprise knowledge grounding
• Develop tool‑using agents that integrate with APIs, databases, and enterprise systems
• Architect and deploy AI copilots and autonomous assistants for business workflows
• Optimize LLM performance using fine‑tuning, prompt chaining, and caching strategies
• Implement short‑term and long‑term memory mechanisms (vector stores, knowledge graphs)
• Design multi‑agent collaboration protocols (hierarchical, swarm, role‑based agents)
• Deploy scalable solutions using MLOps & LLMOps practices (monitoring, evaluation, guardrails)
• Ensure AI safety, governance, and responsible AI practices

Skills

Generative AI

LLMs

Python

MLOps

Cloud-native

Agentic AI

Prompt engineering

AC/AI frameworks

Education

15 years full time education

Tools

LangChain

AutoGen

CrewAI

Semantic Kernel

FAISS

Pinecone

Weaviate

OpenAI

Hugging Face Transformers

Docker

Kubernetes

Job description

Project Role

LLM Operations Engineer

Project Role Description

Utilize cloud-native services and tools for scalable and efficient deployment. Monitor LLM performance, address operational challenges, and ensure compliance and security standards in AI operations. Must have skills : Generative AI, Large Language Models (LLMs), Machine Learning Operations, Agentic AI Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : 15 years full time education Summary: We are looking for a highly skilled AI Engineer specializing in Generative AI and Multi-Agent Systems to design and deploy intelligent, autonomous solutions. This role focuses on building LLM-powered, agent-driven architectures that can reason, collaborate, and execute complex workflows across enterprise systems. You will work on cutting‑edge Agentic AI frameworks, enabling systems that go beyond prediction to decision‑making, orchestration, and autonomous execution.

Roles & Responsibilities

• Design and build multi-agent AI systems capable of planning, reasoning, and task execution
• Develop applications using LLMs (GPT, Claude, Llama, etc.) with advanced prompt engineering and orchestration
• Implement Agentic workflows (planner - executor - critic - memory loops)
• Build RAG (Retrieval-Augmented Generation) pipelines with vector databases for enterprise knowledge grounding
• Develop tool‑using agents that integrate with APIs, databases, and enterprise systems
• Architect and deploy AI copilots and autonomous assistants for business workflows
• Optimize LLM performance using fine‑tuning, prompt chaining, and caching strategies
• Implement short‑term and long‑term memory mechanisms (vector stores, knowledge graphs)
• Design multi‑agent collaboration protocols (hierarchical, swarm, role‑based agents)
• Deploy scalable solutions using MLOps & LLMOps practices (monitoring, evaluation, guardrails)
• Ensure AI safety, governance, and responsible AI practices

Professional & Technical Skills

• Experience building multi-agent orchestration systems with role‑based coordination
• Exposure to agent planning algorithms (ReAct, Plan‑and‑Execute, Tree of Thought)
• Experience with LLM evaluation frameworks (RAGAS, TruLens, Promptfoo)
• Knowledge of graph‑based reasoning, knowledge graphs
• Building autonomous systems or copilots in enterprise environments
• Domain experience in industrial, energy, or IoT environments
• Systems thinking for designing autonomous AI architectures
• Strong problem decomposition for agent task design
• Ability to balance latency, cost, and accuracy in LLM systems
• Communication with business stakeholders to translate workflows into agent pipelines
• Innovation mindset with focus on applying agentic AI in production
• 3–8 years' experience in AI/ML with strong focus on Generative AI
• Strong Python development skills
• Hands‑on experience with:
  • LLMs & GenAI frameworks
  • OpenAI, Hugging Face Transformers
  • Agent frameworks: LangChain, AutoGen, CrewAI, Semantic Kernel
  • RAG pipelines & vector DBs- FAISS, Pinecone, Weaviate
  • Experience building API‑driven, tool‑integrated AI agents
• Strong understanding of:
  • Prompt engineering & prompt optimization
  • Chain‑of‑thought reasoning and tool augmentation
  • Context management and token optimization
• Experience with cloud platforms (Azure OpenAI preferred, AWS/GCP acceptable)
• Knowledge of Docker, Kubernetes, CI/CD pipelines

Additional Information

• The candidate should have minimum 3 years of experience in Generative AI.
• This position is based at our Pune office.
• A 15 years full time education is required.
• 15 years full time education

About Accenture

Accenture is a leading global professional services company that helps the world’s leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation‑led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities. Visit us at www.accenture.com

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