Applied AI/ML Lead
JPMorgan Chase16 hours ago
Base Salary
$171k - $260k/yr
Responsibilities
- Build and maintain production-ready AI/ML services and pipelines using modular, tested, documented software and reliable deployment, monitoring, and performance practices.
- Develop advanced machine learning and deep learning models for cybersecurity, software, and technology infrastructure problems.
- Collaborate with partner teams to deploy AI/ML solutions into production.
- Drive firmwide initiatives by developing large-scale reusable frameworks and components for applying machine learning across business areas.
- Research and experiment with new machine learning methods through independent study, conferences, and implementation.
- Implement model governance, reproducible training and inference pipelines, CI/CD, monitoring, alerting, and deployment patterns for batch and real-time use cases.
Requirements
- Required: PhD or MSc in a quantitative discipline such as computer science, electrical engineering, mathematics, operations research, optimization, or data science.
- Extensive experience with large language models and related tools and techniques, including LLM fine-tuning, retrieval-augmented generation, agentic systems, vector databases, LangChain, or LangGraph.
- Strong AI engineering, software engineering, and application-building skills for designing, deploying, and maintaining reliable AI systems.
- Hands-on experience with machine learning and deep learning methods and toolkits including TensorFlow, PyTorch, NumPy, Scikit-Learn, and Pandas.
- Experience designing experiments and training frameworks, evaluating model metrics, and working with big data and scalable model training.
- Strong analytical, scientific, communication, collaboration, learning, and problem-solving abilities.
- Preferred: strong mathematics and statistics background and familiarity with financial services.
- Preferred: A/B experimentation, data- and metric-driven product development, cloud-native deployment in large-scale distributed environments, published ML/DL/RL research, production-quality coding, continuous integration, and unit testing experience.
Benefits
- Competitive total rewards package with eligibility-based benefits including comprehensive healthcare, on-site health and wellness centers, retirement savings, backup childcare, tuition reimbursement, mental health support, and financial coaching.
- Eligible roles may receive commission-based pay and/or discretionary incentive compensation in cash and/or forfeitable equity.
- JPMorganChase is an equal opportunity employer and provides reasonable accommodations for religious practices, mental health, and physical or disability-related needs.
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.