GEN AI Architect

5 days ago

Noida, Uttar Pradesh, India Topcoder Full time US$ 12,00,000 - US$ 24,00,000 per year


Key Responsibilities
  • Architect and implement advanced generative AI solutions, including those for text and image generation, and document/image extraction.
  • Apply advanced techniques such as Retrieval-Augmented Generation (RAG), fine-tuning, and sophisticated prompt engineering.
  • Develop and deploy generative AI models, ensuring they meet performance, scalability, and business objectives.
  • Integrate AI models into products and services by collaborating with data engineers, software developers, and product managers.
  • Ensure ethical AI development by adhering to industry standards and regulatory requirements.
  • Utilize data science principles for model enhancement, using statistical analysis and machine learning to improve model accuracy and efficiency.
  • Build and deploy cloud-native, containerized infrastructure for AI models, using tools like Kubernetes or ECS.
  • Contribute to prompt engineering and chatbot development when required.
Required Skills

Technical Expertise:
  • Programming: Python.
  • AI/ML Frameworks: TensorFlow, PyTorch, or similar.
  • Gen AI Tools: Experience with LangChain, Azure OpenAI, or open-source LLMs is a significant plus.
  • Techniques: Strong grasp of RAG, fine-tuning, prompt engineering, and data embeddings.
  • Data Handling: Data mining, cleansing, and preprocessing of structured and unstructured data.
Architectural & Design:
  • Ability to architect scalable AI solutions and define technical strategies.
  • Proficiency in designing and optimizing data pipelines.
  • Understanding of AI ethics, bias mitigation, and compliance standards.
Problem-Solving:
  • Strong problem-solving skills to experiment and optimize AI model behavior.
  • Ability to analyze and interpret model performance metrics.
Collaboration:
  • Experience working in a collaborative, cross-functional environment.

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