Lead AI/ML Engineer Generative AI Platforms

shine

Remote 7 Years Exp Posted 4d ago

Job Description

AI Solution Development

ML Engineering & Pipelines

Infrastructure & MLOps

Stakeholder Collaboration

Best Practices & Documentation

    • Design and implement LLM-powered applications such as:
      • Retrieval-Augmented Generation (RAG) pipelines
      • AI agents and multi-agent systems
      • Chatbots and generative AI integrations
    • Integrate with commercial and open-source LLMs (OpenAI, Anthropic, Llama, Mistral)
    • Build and optimize ML/data pipelines for:
      • Training, fine-tuning, and evaluation
      • Embeddings and vector search workflows
    • Develop scalable and reusable AI/ML components
    • Architect and manage production-grade AI infrastructure
    • Implement:
      • Containerization (Docker, Kubernetes)
      • CI/CD pipelines for ML workflows
      • Model monitoring, logging, and scaling strategies
    • Engage with business stakeholders to:
      • Understand requirements
      • Identify AI use cases
      • Translate ambiguous needs into technical solutions
    • Collaborate with cross-functional teams to align AI solutions with business goals
    • Establish standards for:
      • Prompt engineering
      • Model evaluation
      • Responsible AI practices
    • Document system architecture, workflows, and operational runbooks

 

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