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AI & ML Computational Science Consultant

5-10 years

₹ 5.6 - 46L/yr (AmbitionBox estimate)

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Bangalore / Bengaluru

AI & ML Computational Science Consultant

Accenture

posted 25d ago

Job Role Insights

Flexible timing

Job Description

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.
  • Qualifications

    Required Qualifications

    • Education: Bachelors or Masters 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.

    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.

    Employment Type: Full Time, Permanent

    Read full job description

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    What people at Accenture are saying

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    Consultant salary at Accenture

    reported by 2.3k employees with 1-12 years exp.
    ₹9.1 L/yr - ₹35 L/yr
    58% more than the average Consultant Salary in India
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    What Accenture employees are saying about work life

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    68%
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    Monday to Friday
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    Day Shift
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    Accenture Benefits

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