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    Lead Data Scientist - Bengaluru, India - Aspire Systems

    Aspire Systems
    Aspire Systems Bengaluru, India

    Found in: Talent IN 2A C2 - 1 day ago

    Aspire Systems background
    Technology / Internet
    Description

    Title: Data Science / AIML - Module Lead / Tech Lead

    Exp: Years

    Location: Chennai / Bengaluru

    Job Description:

    LLM Technical Leads are responsible for the technical vision and execution of large language models (LLMs) at scale. They work closely with other members of the machine learning team, including data scientists, software engineers, and product managers, to develop and deploy LLMs that meet the needs of the company's customers and users. LLM Technical Leads have a deep understanding of LLM theory and practice, and they are able to apply their knowledge to solve complex problems.

    Responsibilities

    Build analytic systems, predictive and LLM models

    Design, develop, and optimize LLMs for a variety of tasks, such as text generation, translation, question answering, and code generation

    Perform code auditing of team members to maintain proper coding standards maintained.

    Train and fine-tune LLMs using appropriate machine learning frameworks and tools

    Deploy LLMs to production and monitor their performance

    Lead the technical vision and execution of LLMs at scale

    Develop and implement LLM training and deployment strategies

    Collaborate with data scientists and senior data scientist to ensure that LLMs are trained on high-quality data

    Work with product managers to understand the needs of customers and users and develop LLMs that meet those needs

    Stay up-to-date on the latest advancements in LLM technology

    Mentor and train junior engineers

    Qualification and other attributes

    Ph.D. in Computer Science, Machine Learning, or a related field, specializing in Large Language Models (LLMs)

    Overall 8+ years of experience in IT industry with 5+ years of experience in LLM development, with a strong portfolio of innovative LLM-related projects

    Exceptional coding skills in Python and experience with machine learning frameworks such as TensorFlow and PyTorch

    Experience with distributed computing systems such as Spark and Hadoop

    Experience with cloud computing platforms such as AWS, Azure, or GCP

    Lead the development of new LLM training methods and architectures.

    Develop and implement strategies for deploying LLMs to production.

    Monitor the performance of LLMs in production and identify areas for improvement

    Collaborate with other teams, such as product and engineering, to ensure that LLMs are integrated with other systems and products

    Stay up-to-date on the latest research in the field of LLMs and identify new opportunities to apply LLMs to solve real-world problems

    Excellent problem-solving and analytical skills

    Ability to work independently and as part of a team

    Strong leadership and communication skills

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