Enterprise AI & ML Lead — Generative & Semantic Tech

JPMorganChase; Plano (TX); On-site; USD 180,000 - 280,000; Full time

Job summary

JPMorganChase in Plano, TX is seeking an Applied AI and Machine Learning Lead to drive production-ready AI initiatives across Corporate Technology and supported Corporate Functions. You will mentor talent and shape technical direction while partnering with stakeholders to translate complex business needs into measurable outcomes.

You will build generative AI and large language model solutions, design semantic context, and lead ontology governance to enable trusted analytics across BI and ML

Qualifications

• Master's degree in a data science field plus 8+ years experience, or PhD in data science.
• Experience deploying ML and generative AI solutions in Python.
• Production-quality code with documentation and maintainable patterns.
• Experience building data pipelines and analytics ML workflows.

Responsibilities

• Build generative AI and LLM solutions in Python from proof of concept to production.
• Design context engineering to improve model accuracy, latency, reliability, and UX.
• Lead semantic modeling strategy, ontology standards, governance, and lifecycle management.
• Partner with domain experts to create scalable ontologies representing entities, relations, rules, constraints.
• Define semantic integration patterns across data pipelines, APIs, data contracts, and experience layers.
• Establish and govern a unified semantic layer for trusted analytics across BI, ML, and transactional systems.
• Enable intelligent workflows and AI agents using ontology-driven context and orchestration approaches.
• Build and maintain pipelines for model training, evaluation, optimization, monitoring, and MLOps.
• Implement responsible AI practices and governance aligned to regulated environments.
• Mentor engineers and data scientists to raise engineering rigor and reuse.

Skills

Python

Production code

CI/CD

Data pipelines

Communication

Independent worker

Problem-solving

Education

Master's or PhD in data science

Job description

JPMorganChase in Plano, TX is seeking an Applied AI and Machine Learning Lead to drive production-ready AI initiatives across Corporate Technology and supported Corporate Functions. You will mentor talent and shape technical direction while partnering with stakeholders to translate complex business needs into measurable outcomes.

You will build generative AI and large language model solutions, design semantic context, and lead ontology governance to enable trusted analytics across BI and ML