Executive Director, Applied AI/ML

We are seeking a highly skilled and innovative AI Architect to join our team within the Global Bank business unit of JPMorgan's Commercial Investment Bank Line of Business.

The ideal candidate will have extensive experience in traditional AI, generative AI, large language models (LLMs), AI agents, graphs, and graph neural networks.

The focus will be on the Global Bank but will interface with other AI professionals across the broader Commercial Investment Bank and the firmwide Chief Data and Analytics Office (CDAO).

This is an individual contributor role.

Ready to apply Before you do, make sure to read all the details pertaining to this job in the description below.

Job responsibilities :

• Design and architect advanced AI solutions, including traditional AI, generative AI, LLMs, AI agents, RAG (Retrieval-Augmented Generation) Systems, orchestrators for smart search, graphs, graph neural networks, and agentic architectures.
• Develop and vet AI designs and architectures that align with the company's goals and objectives.
• Architect and design enabling for prompt engineering, developing domain adapters, and fine-tuning open-source LLMs.
• Design optimized AI models to perform robustly at scale for efficiency and effectiveness in various applications.
• Work closely with the Chief Data Architect to maximize data leverage across our data assets and partner closely with the Chief AI Scientist and the Applied AI Team.
• Establish controls , content moderation strategies and responsible practices in deploying AI solutions, ensuring ethical and effective use of AI technologies.
• Stay up-to-date with the latest advancements in AI, generative AI, LLMs, and related technologies.
• Identify opportunities for innovation and continuous improvement in AI solutions and practices.
• Drive innovation through Proof of Concept implementations to vet designs and architectures.
• Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows.

Required Qualifications, Capabilities, and Skills :

• 10+ years of extensive experience in architecting and leading AI / ML projects within the financial services sector, with specific expertise in creating and implementing integrated ML and GenAI solutions.
• Advanced degree in Computer Science, AI, Machine Learning, or a related field, with a strong emphasis on architectural frameworks integrating ML and GenAI.
• Demonstrated proficiency in multi-agent system orchestration and leveraging large-scale data ecosystems within an integrated AI architectural framework.
• Deep understanding of financial regulations, compliance standards, and the ethical considerations of implementing AI technologies.
• Exceptional leadership, collaboration, and communication skills, capable of driving innovation while mentoring a team of AI professionals.
• proficient in prompt engineering, developing domain adapters, and fine-tuning open-source LLMs.
• Expertise in the model development lifecycle, MLOps, LLMOps, and hands-on experience with AWS, EKS, ECS, Databricks, and Sagemaker for model training and serving environments is required.
• Excellent communication skills, with the ability to convey complex concepts to diverse audiences.
• Strong problem-solving skills and a holistic understanding of system architecture.
• Experience with AI ethics and responsible AI practices is a plus.

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