AI Architect

Posted on April 21, 2025

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Job Description

  • We are seeking a highly skilled and motivated AI Architect to join our dynamic team. The ideal candidate is a process-oriented, self-learner, and passionate professional with over 8 years of experience in application development, product delivery, and client-relationship management. As aAI Architect, you will play a key role in designing, developing, and deploying innovative AI-based solutions that leverage the power of machine learning, Gen AI andDeep learning techniques.
  • Key Responsibilities
  • Design, develop, and deploy generative AI-based solutions using cutting-edge technologies and methodologies.
  • Collaborate with cross-functional teams to gather requirements, design architecture, and plan development and deployment strategies.
  • Utilize statistical analysis and data mining techniques to extract meaningful insights from data and build machine learning models.
  • Develop and enhance chatbot solutions by integrating language models and rule-based functions to provide accurate and reliable recommendations.
  • Implement moderation layers and fine-tune models to improve chatbot performance and user experience.
  • Design process flows for on-demand availability of AI models without the need for extra coding.
  • Fine-tune models using advanced techniques and enterprise data to optimize performance.
  • Design architecture for information retrieval and implement caching mechanisms for faster retrievals.
  • Perform data gathering, preprocessing, and model building tasks for various AI projects, including Q&A systems and healthcare applications.
  • Utilize NLP techniques and libraries such as NLTK for text processing, cleaning, and information extraction.
  • Required Skills
  • Bachelor's or Master's degree in Computer Science, Engineering, or related field.
  • 3+ years of experience in application development, enhancement, and product delivery.
  • Proficiency in Python programming language.
  • Experience with Langchain.
  • Hands-on experience with LLMs (Large Language Models) and advanced techniques such as RAG (Retrieval-Augmented Generation), Fine Tuning, Multi-Stage Reasoning, etc.
  • Experience with MoE (Mixture of Experts) models
  • Knowledge of Prompt Engineering methodologies.
  • Familiarity with vector databases including Azure AI Search.
  • Experience with Text to SQL conversion.
  • Familiarity with Nemo Guardrails for model governance.
  • Experience working with Azure Functions for serverless computing.
  • Hands-on experience with building and deploying chatbots using language models like GPT.
  • Strong programming skills in Python and experience with frameworks like Flask.
  • Experience working with Azure services for model deployment and serverless architecture.
  • Knowledge of natural language processing techniques and libraries such as NLTK.
  • Excellent problem-solving skills and ability to work independently and in a team environment.
  • Strong communication and interpersonal skills.

Required Skills

� 3+ years of experience in application development enhancement and product delivery. � proficiency in python programming language. � experience with langchain. � hands-on experience with llms (large language models) and advanced techniques such as rag (retrieval-augmented generation) fine tuning multi-stage reasoning etc. � experience with moe (mixture of experts) models