AI/ML Architect
Mumbai · Director
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What we know about this role
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DSP Asset Managers Pvt. Ltd. is showing limited hiring activity lately. Expect slight delayed response.
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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
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.
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