Executive Director, Machine Learning & Gen AI Platforms (Home Lending)

Join a team where your ideas move from experimentation to production at enterprise scale.

You'll help shape how we build, govern, and operate modern AI platforms-working with partners across product and engineering to deliver durable, secure, and high-performing capabilities that improve customer and business outcomes.

As an Executive Director at JPMorganChase within Consumer and Community Banking on the Home Lending Architecture team, you will lead innovation across machine learning platforms, Generative AI platforms, and Home Lending data platform architecture.

You will work closely with product owners and software engineering teams to design end-to-end solutions, guide technical decisions, and turn prototypes into production-ready platforms.

You'll also mentor other AI engineers and help build a culture of continuous learning and architecture evolution.

Job responsibilities


* Own and champion architecture solutions across data platforms, machine learning platforms, and Generative AI platform capabilities


* Partner with engineering teams to provide hands-on solution design support and enable reliable implementation of processes and procedures


* Represent product areas in architecture governance forums, driving accountability for code-level decisions, control obligations, cost of ownership, maintainability, and operational outcomes


* Evaluate current technology and lead assessments of new technologies using established standards and frameworks


* Serve as a subject matter expert across a wide range of machine learning techniques and optimizations, including distributed deployment, training, and serving


* Design and implement Generative AI workflows using large language models, including evaluation methods and feedback loops for model and pipeline improvement


* Translate experimental results into production-ready solutions by collaborating closely with engineering teams across the delivery lifecycle


* Improve accuracy, latency, and reliability by identifying bottlenecks and driving performance and scalability optimizations


* Collaborate with product and engineering to deliver tailored, science- and technology-driven solutions that meet clear business needs


* Influence product design and technical operating models by advocating for leading-edge technologies and practical, secure adoption patterns

Required qualifications, capabilities and skills


* Formal training or certification on data architecture concepts and 10+ years of applied experience


* 10+ years of experience leading technologists to anticipate, manage, and solve complex technical challenges


* Advanced proficiency in one or more programming languages (Python, Java, or C/C++), with intermediate Python required


* Hands-on experience with system design, application development, testing, and operational stability in production environments


* Advanced knowledge of software architecture and technical processes, inc...