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Gurgaon

    Generative AI Engineer - Gurugram, India - EXL

    EXL
    EXL Gurugram, India

    Found in: Appcast Linkedin IN C2 - 3 days ago

    EXL background
    Technology / Internet
    Description

    Job Description:

    As a Senior Data Scientist, you will drive data science initiatives from conception to deployment, crafting advanced ML models and providing mentorship to junior colleagues. Collaborate seamlessly across teams to integrate data-driven solutions and maintain data governance compliance. Stay abreast of industry trends, contribute to thought leadership, and innovate solutions for intricate business problems.

    Responsibilities:

    • Lead and manage data science projects from conception to deployment, ensuring alignment with business objectives and deadlines.
    • Develop and deploy AI and statistical algorithms to extract insights and drive actionable recommendations from complex datasets.
    • Provide guidance and mentorship to junior data scientists on advanced analytics techniques, coding best practices, and model interpretation.
    • Design rigorous testing frameworks to evaluate model performance, validate results, and iterate on models to improve accuracy and reliability.
    • Stay updated with the latest advancements in data science methodologies, tools, and technologies, and contribute to the team's knowledge base through sharing insights, attending conferences, and conducting research.
    • Establishing and maintaining data governance policies, ensuring data integrity, security, and compliance with regulations.

    Qualifications:

    • 5+ Years of prior analytics and data science experience in driving projects involving AI and Advanced Analytics.
    • 3+ Years Experience in Deep Learning frameworks, NLP/Text Analytics, SVM, LSTM, Transformers, Neural network.
    • In-depth understanding and hands on experience in working with Large Language Models along with exposure in fine tuning open source models for variety of use case.
    • Strong exposure in prompt engineering, knowledge of vector database, langchain framework and data embeddings.
    • Strong problem-solving skills and the ability to iterate and experiment to optimize AI model behavior.
    • Proficiency in Python programming language for data analysis, machine learning, and web development.
    • Hands-on experience with machine learning libraries such as NumPy, SciPy, and scikit-learn.
    • Experience with distributed computing frameworks such as PySpark and Dask.
    • Excellent problem-solving skills and attention to detail.
    • Ability to communicate effectively with diverse clients/stakeholders.

    Education Background:

    • Bachelor's in Computer Science, Statistics, Mathematics, or related field.
    • Tier I/II candidates preferred.

    Folks with shorter notice period to be preferred.

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