Applied AI ML Director - AI Agents and Agentic Systems

You will join a platform team shaping how agentic systems are built, evaluated, and deployed at scale. This is a deeply hands-on role where you will design core platform capabilities, write production-quality code, and partner across product and engineering to drive adoption. You will help turn advanced agent and generative AI techniques into reliable, reusable building blocks that teams can use to deliver measurable business outcomes. You will play a critical role in evaluating state of the art in agentic systems by leveraging thorough scientific experimentation and evaluations of GenAI and agentic capabilities.As an Applied Artificial Intelligence and Machine Learning Director at JPMorganChase within the Agent Builder Platform team in Corporate Sector, you will build and evolve an Agent software development kit (SDK) and specialized agent capabilities for broad enterprise use. You will own key technical decisions, set practical engineering standards, and deliver critical components end-to-end. You will collaborate with partners across data, platform, and application teams to ensure solutions are scalable, secure, and maintainable.Job responsibilitiesArchitect and implement core Agent SDK capabilities and reference implementations, with a strong emphasis on production-ready codeBuild specialized agents and reusable agent components, improving reliability, observability, and evaluation quality over timeTranslate emerging agentic and generative AI techniques into scalable platform features that teams can adopt with minimal frictionDesign and implement evaluation approaches for agent behavior, including quality, robustness, latency, and cost trade-offsDevelop and optimize model-serving and workflow patterns for agentic systems, including agentic orchestration, harness, tool use, and other advanced constructs.Partner with product and engineering stakeholders to align platform capabilities to clear success metrics and prioritized outcomesDrive technical decisions by clarifying ambiguity, identifying trade-offs, and producing crisp recommendations and designsImprove the agentic platform’s performance, accuracy, and efficiency through profiling, bottleneck analysis, and system-level optimizationRequired qualifications, capabilities and skillsFormal training or certification on applied artificial intelligence and machine learning concepts and 10+ years applied experience10+ years of hands-on experience building large-scale machine learning systems and platform services used by multiple teamsStrong software engineering skills as applied to real-life ML/AI areas, including the ability to own end-to-end delivery from design through implementation, testing, and operationExtensive experience with machine learning frameworks such as PyTorch or TensorFlowHands-on experience with agentic and generative AI system design, including tool use, planning patterns, retrieval-augmented generation, and evaluation methodsStrong experience with cloud and Kubernetes ecosystems, including building and operating production workloadsBackground in high-performance machine learning systems, including hardware acceleration considerations (for example, GPU optimization)Proven ability to influence across teams without formal authority through technical leadership, clear communication, and strong executionPreferred qualifications, capabilities and skillsExperience contributing to or optimizing open-source machine learning frameworks or platform toolingExperience building ML systems for production-grade AI workloads, including GenAI and agentic solutions.Experience with different open source ML/AI and agentic frameworks, LLM training frameworks, or additional machine learning ecosystem tools beyond primary frameworksAdvanced degree in Computer Science, Machine Learning, or a related fieldExperience establishing applied science and engineering standards for responsible and reliable AI systems, including testing and measurement practices, rigorous evaluation and benchmarking methods. FEDERAL DEPOSIT INSURANCE ACT: This position is subject to Section 19 of the Federal Deposit Insurance Act. As such, an employment offer for this position is contingent on JPMorganChase’s review of criminal conviction history, including pretrial diversions or program entries.#LI-RB3#AMDPAIML JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management. We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process. We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/VeteransOur professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we’re setting our businesses, clients, customers and employees up for success.Full timePosting Date: 2026-09-18