LLM Full Stack Engineer

8103 Acc Sol Pvt Ltd Company; Bengaluru; On-site; INR 2,800,000 - 5,200,000; Full time

Job summary

Accenture is seeking a senior AI/ML engineer in Bengaluru to design and deploy Generative AI solutions using Python, LLMs, and modern ML frameworks. You will build end-to-end data pipelines, implement prompt engineering, and integrate AI services via APIs across web/mobile/backend environments.

You will work with vector databases and RAG architectures, optimizing for performance, latency, and cost while collaborating with cross-functional teams to deliver responsible AI solutions.

Qualifications

• 6-8 years of experience in software engineering / AI / ML, Python roles.
• Hands-on experience with ML/DL frameworks like PyTorch or TensorFlow
• Experience with LLM frameworks such as LangChain or LlamaIndex
• Solid understanding of NLP concepts and transformer-based models
• Experience with REST APIs and microservices architecture
• Familiarity with vector databases (e.g., Pinecone, FAISS, Weaviate)
• Experience with version control systems like Git

Responsibilities

• Design and develop AI/ML and Generative AI solutions using Python
• Build and deploy applications leveraging Large Language Models (LLMs)
• Develop end-to-end pipelines including data ingestion, preprocessing, model integration, and deployment
• Implement prompt engineering and fine-tuning strategies for LLMs
• Integrate AI services into web/mobile/backend applications via APIs
• Work with vector databases and embeddings for semantic search and RAG architectures
• Optimize models and pipelines for performance, latency, and cost
• Collaborate with cross-functional teams to translate business requirements into AI solutions
• Ensure responsible AI practices including data privacy, bias mitigation, and explainability
• Monitor and improve model performance in production environments

Skills

Python

PyTorch

TensorFlow

NLP concepts

REST APIs

Microservices

Vector databases

Git

LangChain

LlamaIndex

RAG architectures

Tools

PyTorch

TensorFlow

LangChain

LlamaIndex

Pinecone

FAISS

Weaviate

Job description

THE WORK

Explore the fascinating world of Large Language Models and immerse yourself in a role where your independent contributions will shape innovative solutions. You will actively participate in discussions and collaborate to provide thoughtful answers to complex challenges. This opportunity invites you to grow as a subject matter expert while engaging with cutting-edge technology. Join us in this exciting journey and make a meaningful impact.

Responsibilities

• Design and develop AI/ML and Generative AI solutions using Python
• Build and deploy applications leveraging Large Language Models (LLMs)
• Develop end-to-end pipelines including data ingestion, preprocessing, model integration, and deployment
• Implement prompt engineering and fine-tuning strategies for LLMs
• Integrate AI services into web/mobile/backend applications via APIs
• Work with vector databases and embeddings for semantic search and RAG architectures
• Optimize models and pipelines for performance, latency, and cost
• Collaborate with cross-functional teams to translate business requirements into AI solutions
• Ensure responsible AI practices including data privacy, bias mitigation, and explainability
• Monitor and improve model performance in production environments

Required Skills & Qualifications

• 6-8 years of experience in software engineering / AI / ML, Python roles, Strong programming expertise in Python
• Hands-on experience with ML/DL frameworks like PyTorch or TensorFlow
• Experience with LLM frameworks such as LangChain or LlamaIndex
• Solid understanding of NLP concepts and transformer-based models
• Experience with REST APIs and microservices architecture
• Familiarity with vector databases (e.g., Pinecone, FAISS, Weaviate)
• Experience with version control systems like Git

Preferred Qualifications

• Experience working with APIs from providers like OpenAI or open-source LLMs (Llama, Mistral)
• Knowledge of Retrieval-Augmented Generation (RAG) architectures
• Experience with model fine-tuning and evaluation techniques
• Exposure to cloud platforms (AWS / GCP) for deployment (excluding Azure)
• Understanding of containerization tools like Docker

Soft Skills

• Strong analytical and problem-solving skills
• Ability to translate complex AI concepts into practical solutions
• Good communication and stakeholder management skills
• Ability to work independently and in collaborative environments

Nice to Have

• Experience with AI agents / autonomous workflows
• Knowledge of MLOps practices and CI/CD for ML pipelines
• Exposure to multimodal AI (text, image, audio models)
• Experience with real-time AI applications (chatbots, voice bots, copilots)

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.

Equal Employment Opportunity Statement

We believe that no one should be discriminated against because of their differences. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, military veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by applicable law. Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities.

Join Us

Bring your incredible skills and join our global team of innovators. We come together from different backgrounds across the world and work with the latest technologies to create value and growth for our clients. With us, you’ll continue to learn and grow so you can advance in your career. Your personal dreams and ambitions are just as important to us; that’s why we offer support any way we can—when you thrive, we all thrive. Explore your next step at Accenture Belong. Grow. Thrive. Join agreat place to work for reinventors who drive meaningful change for our clients, communities, and the world. Wo rld. Explore your next step at Accenture