AI/ML Architect (Mumbai)

Seeking a highly experienced Senior AI/ML Architect with over 12 years of professional experience to lead the design and development of our next-generation conversational AI platforms The ideal candidate will be a visionary in the field, possessing deep expertise in Text-to-SQL technologies and a proven track record of architecting scalable, enterprise-grade chatbot solutions. Core Responsibilities
- Architectural Leadership: Design end-to-end conversational AI architectures, integrating LLMs with enterprise data sources using Text-to-SQL and RAG (Retrieval-Augmented Generation) frameworks.
- Text-to-SQL Development: Build and optimize high-accuracy Natural Language to SQL engines that enable non-technical users to query complex relational databases through chat interfaces.
- System Integration: Connect AI models (OpenAI, Hugging Face) with internal databases, APIs, and cloud services (AWS, Azure, or GCP) ensuring scalability and security.
- Performance Optimization: Oversee the fine-tuning of Large Language Models (LLMs) and the optimization of prompt engineering strategies to improve system accuracy and response latency.
- Cross-Functional Collaboration: Partner with business leaders and engineering teams to translate complex AI concepts into actionable product features and business insights. Required Qualifications & Skills
- Experience: Minimum 12+ years of total experience in software engineering, with at least 5-6 years focused on AI/ML and Natural Language Processing (NLP).
- Technical Expertise:
- Expert-level proficiency in Python and advanced SQL.
- Deep understanding of Generative AI, Transformers, and LLM orchestration tools like LangChain or LlamaIndex.
- Proven experience with deep learning frameworks such as PyTorch or TensorFlow.
- Database & Data Engineering: Solid background in relational databases (PostgreSQL, SQL Server) and NoSQL/Graph databases for managing large-scale data streams.
- Cloud Platforms: Hands-on experience with cloud AI services like AWS SageMaker or Google Cloud AI.
- Education: Bachelor’s or Master’s degree in Computer Science, AI, or a related field. Apply on Kit Job: kitjob.in/job/4nbghm