GenAI & ML Production Lead (VP)

JPMorgan Chase; Jersey City (NJ); On-site; USD 171,000 - 260,000; Full time

Job summary

JPMorgan Chase in Jersey City, NJ is seeking an Applied ML and Generative Lead to design, build, and run production-grade ML/GenAI services. You will set technical direction, stay close to code, and ensure security, stability, and operational rigor across multiple workstreams.

You will partner with PMs, data scientists, and ML engineers, mentor juniors, deploy automated pipelines, and optimize generative models for NLP tasks. A strong portfolio in GenAI NLP is required.

Qualifications

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field and 7+ years of demonstrated experience in applied AI/ML engineering.
• Hands-on leadership: setting direction, architecture decisions, code reviews, mentoring, and driving delivery across workstreams.
• Proficiency in Python for model development and integration with OpenAI API; experience with ML frameworks and OpenAI API.

Responsibilities

• Provide hands-on technical leadership by designing, developing, and deploying ML/LLM/GenAI solutions from concept through production, maintaining ownership for reliability and operability once deployed.
• Work closely with product managers, data scientists, ML engineers, and other stakeholders to understand requirements and prioritize use cases.
• Mentor and uplift junior engineers through design reviews, code reviews, pairing, and coaching, building MLOps capabilities with scalable pipelines for deployment, monitoring, and model lifecycle management.
• Implement optimization strategies to fine‑tune generative models for NLP use cases, ensuring high-quality outputs in summarization and text generation.
• Conduct thorough evaluations of generative models, iterate on architectures, and implement improvements to enhance NLP performance.
• Implement monitoring mechanisms to track model performance in real-time and ensure model reliability.
• Communicate AI/ML/LLM capabilities and results to technical and non-technical audiences; stay updated on latest trends.

Skills

Python

ML Engineering

OpenAI API

TensorFlow

PyTorch

Scikit-learn

MLOps

NLP

Model deployment

Statistics

Education

Bachelor's or Master's in CS/Engineering

Tools

AWS

Azure

GCP

Docker

Kubernetes

Job description

JPMorgan Chase in Jersey City, NJ is seeking an Applied ML and Generative Lead to design, build, and run production-grade ML/GenAI services. You will set technical direction, stay close to code, and ensure security, stability, and operational rigor across multiple workstreams.

You will partner with PMs, data scientists, and ML engineers, mentor juniors, deploy automated pipelines, and optimize generative models for NLP tasks. A strong portfolio in GenAI NLP is required.