AI and GenAI Visionary Leader

1 week ago

Pushkar, Rajasthan, India beBeeArtificial Full time ₹ 2,50,00,000 - ₹ 3,00,00,000
Job Title: Director">

Lead Role in AI and GenAI Development

This is a key position focused on the Lighthouse platform, providing architectural and algorithmic leadership to evolve AI and GenAI driven problem discovery, root cause analysis, and action recommendation modules.

  • Advanced AI and GenAI Capabilities:
    • Develop and deploy advanced LLM, SLM, and RAG based models along with classical machine learning models to develop pipelines that autonomously discover problems, identify root causes, and recommend actions.
    • Maintain models are interpretable, scalable, and optimized for performance in production environments at big data scale.
  • Gen-AI-Powered Analysis and Insights Generation:
    • Create and fine-tune Generative AI models to assist in analysis creation for problem discovery, translating complex data patterns and root cause findings into actionable insights.
    • Implement prompt engineering and fine-tuning techniques to enhance the relevance and accuracy of insights.
  • Reference Architectures and Client Deployments:
    • Evolve frameworks for augmenting and evolving batch processing data architectures with streaming architectures to support connected data and ML pipeline executions.
    • Adapt reference architectures that operationalize AI and Gen-AI models optimally in both batch and real-time modes.
  • Development of Use Cases and Leadership:
    • Lead and support development of use cases on the platform for various vertical specific problem statements.
    • Support platform demonstration meetings by participating and leading discussions around explanation of platform capabilities.
  • Leadership and Collaboration:
    • Lead and mentor a team of data scientists and machine learning engineers, providing guidance on best practices in GenAI, AI/ML methodologies, and coding standards.
    • Collaborate closely with product managers, data engineers, and business analysts to align AI solutions with platform goals and user requirements.
  • Pre-sales and Proposals:
    • Support pre-sales, marketing hyper-scaler partnerships, and other sales activities such as RFPs by providing subject matter expertise during scoping and designing of the engagements.
    • Contribute to developing proposals, POVs, and other POC read-outs.

Required Skills and Qualifications:

  • In-depth conceptual understanding of Statistics, Classical Machine Learning, Deep Learning, and GenAI.
  • Hands-on development experience in these areas.
  • Able to understand the nuances of business problems in various domains.
  • Significant exposure to cloud-based Machine Learning platforms.
  • Experience in leveraging open-source LLMs and prompt engineering.
  • Hands-on experience with excellent ML programming skills in Python using open-source libraries.
  • 12-18 years of Machine Learning model development and application experience.
  • Experience in building cloud-based products that implement GenAI and ML modelling as a service.

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