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AI/ML Architect

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Experience: 4-10 years
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Pan-India

Capabilities

  • You should have a minimum 3+ years of experience in data science, computer science, or AI-related role
  • Bachelor’s degree or higher in computer science, data science, engineering, or a related field
  • Hands-on experience with major language models such as GPT, BERT, Google Gemini, LLaMA, and Claude, leveraging them for innovative use cases
  • Proficiency in Python and experience with cloud-based platforms (e.g., AWS, Azure, GCP)
  • Experience with Generative AI tools, including OpenAI, LangChain, vector databases, Retrieval-Augmented Generation (RAG) pipelines, and prompt engineering
  • Preferable: Experience in fine-tuning open-source models (e.g., LLaMA, BERT, Hugging Face)
  • Strong analytical and problem-solving skills
  • Excellent verbal and written communication skills
  • Strong business acumen with a proven aptitude for analytics that drive actionable insights
  • Knowledge or experience with LangChain, LlamaIndex, or DSPy, along with associated libraries
  • Experience with large enterprise data in hybrid data storage environments spanning multiple cloud and on-prem systems
  • Familiarity with Kubernetes, pipeline building, containerization, and creating API endpoints

Qualifications

Bachelor’s degree in Statistics, Mathematics, Data Science, or a related field; Master’s or Ph.D

Skills

Data science,GenAI,NLP,Python,AWS, Azure, GCP,GPT, BERT, Google Gemini, Llama, Claude,Open AI, Langchain, vector DB, RAG pipelines,LLaMA, BERT, Hugging Face

Your Team

You are sought for an integral role in a prestigious IT services, consulting, and business solutions organization with a 50-year history of global partnerships. As India's largest multinational business group, operating in 46+ countries, they boast over 500,000 highly trained consultants. Pioneering financial markets infrastructure and data business, they seek your expertise to enhance our dedication to excellence in Data & Analytics, Capital Markets, and Post Trade services through open-access partnerships to shape the future of global service delivery.

Your Job

  • You will be responsible for building an enterprise-wide Conversational BI chatbot that provides data & analytics information and insights on business questions
  • Design end-to-end Conversational AI architecture optimizing for cost, ensuring chatbot performance, accuracy, security, user experience and minimizing latency
  • Design AI agents (for Text to SQL, Table selection, column pruning, intent agent etc ), leverage the right LLMs and Gen AI frameworks to ensure scalability, performance, and alignment with the company’s tech stack
  • Lead & mentor AI developers and data engineers to create LLM/AI applications and deploy on cloud or on-prem
  • Design storage, caching and compute layers for efficient data retrieval and outputs in the AI chatbot
  • Architect, deploy and optimize Retrieval-Augmented Generation (RAG) systems and work with vector databases to implement query efficiency, and ensure high-quality and relevant outputs for users
  • Implement Lang Chain or similar frameworks to build custom pipelines for Gen AI use cases
  • Develop new prompt engineering methods to get desired outputs on conversational or other AI apps
  • Research and integrate the latest advancements in generative Al technologies
  • Experiment with fine-tuning and adapting large language models (like GPT, BERT) for new, innovative use cases
  • Able to filter through ambiguity present in business problems & come up with a well-structured methodology