AI & ML Computational Science Consultant Full-time

Job Title: AI & ML Computational Science Consultant (Generative AI – LLM)

Location: Bangalore (BDC7C)

Experience Level: 5+ Years

About the Role

The AI/ML Computational Science Consultant will develop and scale Text2SQL frameworks and Retrieval-Augmented Generation (RAG) solutions for enterprise applications. This role involves engineering prompts for large language models (LLMs), building AI agents, and creating Q&A systems and chatbots. Collaboration with cross-functional teams and maintaining documentation of development processes are key responsibilities, along with staying updated on the latest AI advancements.

Key Responsibilities

• Framework Development: Create and scale Text2SQL frameworks for enterprise applications and implement Retrieval-Augmented Generation (RAG) frameworks for optimal accuracy and performance.
• Prompt Engineering: Design prompts for large language models (LLMs) to achieve specific outputs and evaluate RAG framework effectiveness.
• AI Agent Deployment: Build and deploy AI agents using llama index and langchain frameworks, while enhancing model efficiency with vector databases.
• System Development: Develop Q&A systems and conversational chatbots for both structured and unstructured datasets, fine-tuning LLMs for improved performance.
• Collaboration & Documentation: Work with cross-functional teams to integrate AI solutions into existing systems and maintain thorough documentation of development processes.

Required Qualifications

• Education: Bachelor’s or Master’s degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
• Experience: Over 5 years in AI/ML solution development, particularly with LLMs and enterprise-level Text2SQL frameworks.
• Technical Skills: Proficient in prompt engineering, llama index/langchain frameworks, and vector databases; experience in developing Q&A systems and chatbots.
• Problem-Solving & Communication: Strong analytical skills with excellent communication abilities to work effectively both independently and within a team.
• Excellent communication and collaboration skills.
• Ability to work independently and as part of a team.

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•Preferred Skills

• Familiarity with advanced natural language processing (NLP) techniques and libraries, including transformers, attention mechanism and embeddings
• Understanding of AI/ML models
• Experience with cloud platforms (AWS, Azure, GCP) for deploying AI/ML models.
• Knowledge of MLOps practices and tools.
• Understanding of data privacy and security considerations in AI/ML solutions.
• Proficiency in Python and other relevant programming languages.
• Experience with API development and integration.

About Accenture

Accenture is a leading global professional services company that helps the world’s leading organizations build their digital core, optimize their operations, accelerate revenue growth and enhance services-creating tangible value at speed and scale. We are a talent- and innovation-led company with 774,000 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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