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LLM Lead_5+yrs

LLM Lead_5+yrs

ConfidentialBengaluru / Bangalore, India
8 days ago
Job description

Role

Spearhead the design, development, and deployment of cutting-edge AI solutions. You will lead a team of AI engineers, collaborate with cross-functional stakeholders, and drive innovation in machine learning, deep learning, and large language model applications. This role demands a strong foundation in AI technologies, hands-on experience in production-grade model deployment, and a strategic mindset to align AI initiatives with business goals.

Core Responsibilities

  • Architect and implement scalable machine learning and deep learning models from scratch.
  • Lead the development of information retrieval systems and relevance engineering solutions.
  • Design and deploy predictive models using advanced ML frameworks.
  • Transform ML models into robust APIs for seamless integration with enterprise applications.
  • Guide the team in implementing Retrieval-Augmented Generation (RAG) and vector-based search systems.
  • Mentor and train AI engineers, fostering a culture of innovation and technical excellence.
  • Collaborate with product managers, data scientists, and business stakeholders to translate requirements into AI solutions.
  • Drive the adoption of best practices in model development, testing, and deployment.
  • Stay abreast of the latest advancements in AI, including LLMs, knowledge graphs, and generative AI.
  • Evaluate and integrate emerging tools and frameworks such as LangChain and similar technologies.
  • Lead experimentation and prototyping of new AI capabilities to enhance product features.

Technical Skills

  • Proficient in Python and SQL
  • Advanced expertise in ML algorithms, deep learning, and LLMs
  • Hands-on experience with LangChain or similar frameworks
  • Skilled in building and tuning models using RAG, vector databases, and knowledge graphs
  • Experience with cloud AI stacks on Azure, AWS, or Google Cloud
  • Familiarity with big data ecosystems : Apache Spark, Hadoop, MongoDB
  • Strong grasp of probability, statistics, and linear algebra

    • Required Qualifications

  • Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field
  • Minimum of 5 years of experience deploying machine learning models into production
  • At least 4 years of hands-on experience in AI / ML development, with a focus on LLMs and information retrieval
  • Proven track record of leading AI projects and mentoring technical teams
  • Excellent problem-solving skills and ability to communicate complex technical concepts clearly

    • Skills : ml,deep learning,llm,rag,langchain

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    Skills Required

    Hadoop, probability , Apache Spark, Sql, Google Cloud, Deep Learning, Statistics, Mongodb, Azure, linear algebra, Python, Aws

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