About Job/Role

We are looking for a highly experienced Applications Development Lead/Manager with deep expertise in Generative AI and Large Language Models (LLMs).
The role involves architecting, prototyping, and deploying advanced AI solutions in the financial services domain, leveraging frameworks like LangChain, RAG pipelines, and vector databases.
This position requires both strong technical leadership and proven people management skills.

Roles and Responsibilities

Design, prototype, and implement Generative AI applications, ensuring robust, scalable, and secure solutions.
Drive the practical implementation and advanced utilization of LangChain (or similar orchestration frameworks) for building complex LLM applications, managing conversational flows, agentic behaviors, and tool integration.
Architect, select, and manage vector databases (e.g., Pinecone, Weaviate, Chroma, Milvus) for efficient similarity search, RAG (Retrieval Augmented Generation), and knowledge management, ensuring optimal performance and data freshness.
Establish and implement rigorous methodologies for the validation, testing, and continuous evaluation of LLMs (e.g., perplexity, factual consistency, safety, bias, performance metrics, A/B testing of prompt variations).
Develop automated pipelines for tracking and reporting LLM performance.
Demonstrate and apply deep practical knowledge of various LLM platforms and versions (e.g., Gemini, OpenAI GPT-3.5/4, open-source models like Llama 2, Mistral), including their strengths, limitations, APIs, fine-tuning capabilities, and cost implications.
Apply expertise in AI and Machine Learning algorithms and related business use cases/applications.
Lead the practical implementation of end-to-end architectures for Generative AI use cases, encompassing data ingestion, pre-processing, model serving, prompt engineering, RAG pipelines, output post-processing, and integration with existing enterprise systems.
Provide expert-level guidance on Generative AI best practices, model selection, and prompt engineering techniques.
Work with cross-functional teams in the practical application of LangChain, vector databases, and LLM evaluation.

Required Qualification

12 - 14 years of relevant experience in the Financial Services industry.
Experience as Applications Development Lead/Manager.
Competent in GenAI skills.
Expertise in prompt engineering / OpenAI / Vertex models.
Stakeholder and people management experience.
Demonstrated leadership skills.
Proven project management skills.
Basic knowledge of industry practices and standards.
Consistently demonstrates clear and concise written and verbal communication
Bachelor’s degree/University degree or equivalent experience.
Master’s degree preferred.

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