Lead Gen AI engineer

7 years

0 Lacs

Posted:1 week ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

About the Role:

Lead Gen AI engineer


Key Responsibilities:

  • Lead the development and deployment of machine learning models, deep learning frameworks, and AI-driven solutions across the organization.
  • Work closely with stakeholders to define data-driven strategies and drive innovation using AI and machine learning.
  • Design and implement robust data pipelines and workflows in collaboration with data engineers and software developers.
  • Develop and deploy APIs using web frameworks for seamless integration of AI/ML models into production environments.
  • Mentor and lead a team of data scientists and engineers, providing technical guidance and fostering professional growth.
  • Leverage

    LangChain

    or

    LlamaIndex

    to enhance model integration, document management, and data retrieval capabilities.
  • Lead projects in Generative AI technologies, such as

    Large Language Models (LLM), Retrieval-Augmented Generation (RAG), and AI agents

    , to create innovative AI-driven products and services.
  • Stay updated on the latest AI/ML trends, ensuring that cutting-edge methodologies are adopted across projects.
  • Collaborate with cross-functional teams to translate business problems into technical solutions and communicate findings effectively to both technical and non-technical stakeholders.

  • Required Skills and Qualifications:

    • Experience:

      7-8 years of experience in data science and AI/ML, with a strong foundation in machine learning, deep learning, generative AI, and data engineering.
    • Generative AI Expertise:

      Minimum

      2+ years

      of experience with generative AI. Hands-on experience with

      LLMs, RAG

      , and

      AI agents

      .
    • AI Agents & Frameworks:

      Hands-on experience with

      AI agent frameworks/libraries

      (e.g., AutoGen, CrewAI, OpenAI's Function Calling, Semantic Kernel, etc.).
    • Programming:

      Strong proficiency in

      Python

      , with experience using

      TensorFlow, PyTorch, and Scikit-learn

      .
    • LangChain & LlamaIndex:

      Experience integrating

      LLMs with structured and unstructured data

      .
    • Knowledge Graphs:

      Expertise in

      building and utilizing Knowledge Graphs

      for AI-driven applications.
    • SQL & NoSQL Databases:

      Hands-on experience with

      SQL (PostgreSQL, MySQL)

      and

      NoSQL (MongoDB, Cassandra, etc.)

      .
    • API Development:

      Experience in

      developing APIs

      using

      Flask, FastAPI, or Django

      .
    • Cloud & MLOps:

      Experience working with

      AWS, GCP, Azure,

      and MLOps best practices.
    • Excellent communication, leadership, and project management skills.
    • Strong problem-solving ability with a focus on delivering scalable, impactful solutions.


    Preferred Skills:

    • Experience with Computer Vision applications.
    • Chain of Thought Reasoning:

      Familiarity with

      CoT prompting and reasoning techniques

      .
    • Ontology:

      Understanding of

      ontologies

      for knowledge representation in AI systems.
    • Data Engineering:

      Experience with

      ETL pipelines

      and

      data engineering workflows

      .
    • Familiarity with

      big data tools

      like Spark, Hadoop, or distributed computing.

    

    Why Join Us?

    • Be at the forefront of AI innovation, working on cutting-edge projects.
    • Collaborate with a talented team in a dynamic and innovative environment.
    • Competitive salary, benefits, and leadership opportunities.


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