VP AI/ML Data Scientist — Banking & Payments Innovator

Testing Site - JPMC; New York (NY); Vor Ort; USD 180.000 - 270.000; Vollzeit

Zusammenfassung

Testing Site - JPMC, a VP AI/ML Data Scientist in CIB's Global Banking & Payments group, translates complex banking challenges into production-grade AI/ML and LLM solutions.

You will partner with stakeholders across GB&P, front office, Product, and COS to build prototypes and deliver governed models and intelligent agents that improve origination velocity, revenue quality, client engagement, and risk reduction.

Qualifikationen

• 7-10+ years building and deploying ML models in production, ideally in banking or regulated domains.
• Strong Python & SQL; proficiency with pandas, NumPy, scikit-learn, XGBoost, and at least one deep learning framework (PyTorch or TensorFlow).
• MLOps experience: containerization/orchestration, experiment tracking, model registries, monitoring, drift detection, and change management.
• Cloud fluency: AWS services (EKS, EC2, Lambda), distributed query engines, and data warehousing.
• Stakeholder management: translate banking workflows into technical requirements; cross-functional collaboration.
• Data governance awareness: familiarity with KYC/AML context and model risk frameworks.

Aufgaben

• Define & deliver high-value use cases with GB&P stakeholders – prospecting and wallet-share models, forecasting, deal probability, onboarding triage, service analytics.
• Build COS Agents to automate Client Onboarding & Service workflows – document intake/QC, KYC data extraction, case summarization, multi-step resolution.
• Develop LLM solutions with RAG, agent orchestration, prompt engineering, guardrails, and explainable outputs.
• Own end-to-end pipelines: data profiling, feature engineering, model development, evaluation, fairness, and production deployment.
• Implement MLOps: version control, model registry, CI/CD, containerization, automated testing, monitoring, drift detection, incident handling.
• Leverage cloud data platforms: AWS (EKS, EC2, Lambda), query engines, data warehouses, and graph databases.
• Ensure governance & compliance: data access controls, privacy, secure compute, and lineage.
• Drive adoption: run A/B tests, capture feedback, mentor juniors, champion responsible AI.

Kenntnisse

Python & SQL

MLOps

Cloud fluency

Stakeholder management

Data governance

Communication

pandas

PyTorch

TensorFlow

Docker/Kubernetes

Tools

PyTorch

TensorFlow

Docker/Kubernetes

Jobbeschreibung

Testing Site - JPMC, a VP AI/ML Data Scientist in CIB's Global Banking & Payments group, translates complex banking challenges into production-grade AI/ML and LLM solutions.

You will partner with stakeholders across GB&P, front office, Product, and COS to build prototypes and deliver governed models and intelligent agents that improve origination velocity, revenue quality, client engagement, and risk reduction.