Job Description
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 Strong 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.