Applied AI ML Director
JPMorgan Chase6 days ago
Base Salary
$223k - $325k/yr
Responsibilities
- Own end-to-end delivery of AI and machine learning solutions for payments, from opportunity sizing and requirements through production rollout and iteration.
- Develop trust and safety solutions involving fraud prevention, authorization optimization, abuse detection, and related payment-processing problems.
- Define AI/ML strategy, evaluation methods, success metrics, offline validation, error analysis, robustness testing, and controlled online measurement.
- Establish model lifecycle practices covering reproducibility, testing, monitoring, drift detection, and incident response.
- Partner with risk and compliance stakeholders on documentation, controls, explainability, and audit-ready processes.
- Drive technical decisions through design reviews, code reviews, model reviews, and engineering standards.
- Communicate technical tradeoffs and model behavior to technical and non-technical senior stakeholders.
Requirements
- PhD in applied artificial intelligence, machine learning, or a similar field with 5+ years of experience, or a master's degree in a similar field with 8+ years of experience.
- Experience building and delivering production applied machine learning or natural language processing solutions with measurable outcomes.
- Strong Python programming skills and experience with modern machine learning frameworks such as PyTorch or TensorFlow.
- Hands-on experience with document extraction and natural language processing, including text classification and information extraction.
- Experience designing data-driven solutions with SQL and distributed processing tools such as Spark or equivalent.
- Experience deploying and operating machine learning services or pipelines in a cloud environment such as Amazon Web Services or equivalent.
- Ability to translate ambiguous business problems into structured machine learning plans covering data strategy, evaluation, rollout, and operationalization.
- Strong communication and collaboration skills for explaining technical tradeoffs to technical and non-technical partners.
- Preferred experience with optical character recognition, document understanding, transformer-based models, efficient inference, machine learning operations, model registries, machine learning delivery tooling, observability, real-time or event-driven architectures, and payments or regulated financial-services applications.
Benefits
- Competitive total rewards package with base salary determined by role, experience, skill set, and location; eligible roles may also receive incentive compensation or forfeitable equity.
- Benefits may include health care coverage, on-site health and wellness centers, retirement savings, backup childcare, tuition reimbursement, mental health support, and financial coaching.
- Employment is contingent on review of criminal conviction history under Section 19 of the Federal Deposit Insurance Act.
Tech Stack
Categories
About JPMorgan Chase
JPMorgan Chase provides consumer and commercial banking, payments, credit card, wealth management, and corporate and investment banking services to individuals, businesses, institutions, and governments. The public company (NYSE: JPM) earns revenue from interest, fees, trading, and asset management across operations in more than 100 markets. Headquartered in New York City with roots dating to 1799, it serves retail customers and prominent corporate and government clients through brands including Chase and J.P. Morgan.