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Product Manager Platform Model Serving Capabilities

JPMorgan Chase

Product Manager Platform Model Serving Capabilities

JPMorgan Chase

New York, NY, United States, US

·

On-site

·

Full-time

·

1w ago

You enjoy shaping the future of product innovation as a core leader, driving value for customers, guiding successful launches, and exceeding expectations. Join our dynamic team and make a meaningful impact by delivering high-quality products that resonate with clients.

As an AI Platform Product Manager for Model Serving capabilities within the CDAO, you will have the unique opportunity to drive the evolution of our ML platform's serving layer. Focused on enabling streamlined, scalable, and secure model serving in both batch and real-time environments, you will work to enhance our platform’s capabilities targeted towards Data Scientists and ML Engineers.

Job Responsibilities

  • Define and execute a strategic vision specifically for model serving, incorporating detailed milestones, deliverables, resource allocation, and timelines to drive platform enhancements.
  • Develop and refine platform features to simplify the deployment and serving of machine learning models, ensuring robust support for both batch and real-time serving via Kubernetes-based architectures.
  • Work with stakeholders across the various businesses (Investment Bank, Consumer Bank, etc.) and functional groups (Legal, Technology, Controls) to collect business requirements, create PRDs, and ship high quality products that solve business needs
  • Drive the development of products for streamlining the passage of models through the Model Development Lifecycle, reducing the time to market for model deployment while enforcing strict governance and operational controls throughout the model lifecycle.
  • Innovation & Reliability: Drive continuous innovation and ensure the reliability, scalability, and security of the serving infrastructure, directly influencing best practices in containerized model deployments using Kubernetes.

Required Qualifications, Capabilities, and Skills

  • 6+ years of experience in product management with a proven ability to lead and develop high-performing teams in a technology-driven environment.
  • Demonstrated success in delivering enterprise-scale products, particularly in the realm of ML platform solutions.
  • In-depth technical knowledge with a focus on ML lifecycle management, including model deployment and monitoring, with hands-on experience in implementing or managing Kubernetes-based systems for both batch and real-time model serving.
  • Exceptional leadership and collaboration skills, with the ability to influence cross-functional technology teams and business stakeholders effectively.
  • A strong agile mindset, adept at rapid prototyping, iteration, and incorporating early user feedback.
  • Proven track record in defining product domain strategy and roadmap, with the capacity to balance short-term deliverables with long-term technological vision in complex, matrixed organizations.
  • Expertise in Cloud computing architectures.

Preferred Qualifications, Capabilities, and Skills

  • Prior experience working in a highly matrixed, complex organization with a focus on establishing and scaling ML or data science platforms.

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About JPMorgan Chase

JPMorgan Chase

JPMorgan Chase & Co. is an American multinational banking institution headquartered in New York City and incorporated in Delaware. It is the largest bank in the United States, and the world's largest bank by market capitalization as of 2025.

300,000+

Employees

New York City

Headquarters

$500B

Valuation

Reviews

4.2

10 reviews

Work-life balance

4.2

Compensation

4.3

Culture

4.5

Career

4.4

Management

4.1

75%

Recommend to a friend

Pros

Good pay and benefits

Work-life balance

Career advancement opportunities

Cons

Heavy workload at times

Career advancement takes time

Pay could be better in some roles

Salary Ranges

55 data points

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Analyst

21 reports

$126,500

total per year

Base

$110,000

Stock

-

Bonus

-

$95,450

$155,250

Interview experience

4 interviews

Difficulty

2.8

/ 5

Duration

14-28 weeks

Interview process

1

Application Review

2

HireVue Video Interview

3

Technical/Behavioral Assessment

4

Final Interview Round

5

Offer Decision

Common questions

Behavioral/STAR

Technical Knowledge

Past Experience

Culture Fit

Case Study