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JP Morgan Chase

Runs a consumer bank and an investment bank

Software Engineer 3 - AI/ML Engineering - GPU ML Serving

Applied Machine LearningConfirmed live in the last 24 hours
Full-time$137.8k - $185kIn-person

About the Job

Requirements

  • Formal training or certification in software engineering concepts and at least 3 years of applied experience.
  • Professional software development experience, with emphasis on machine learning systems.
  • Hands-on experience using enterprise-authorized AI-assisted software development tools for coding, test creation, troubleshooting, or documentation, and ability to critically evaluate, validate, and refine AI-generated outputs for correctness, performance, and security.
  • Responsibility for safe AI use in engineering workflows, including data sensitivity considerations, secure handling of inputs and outputs, and adherence to resiliency and security expectations; ability to guide peers on safe and effective usage within team practices.
  • Experience contributing to the design and development of scalable systems and services, such as web services and APIs.
  • Proficiency in Python and experience with machine learning frameworks such as TensorFlow or PyTorch.
  • Experience with cloud-native technologies such as Docker and Kubernetes.
  • Experience with one or more public cloud platforms, including AWS or GCP.
  • Experience with system design fundamentals, including reliability, scalability, and performance tradeoffs.
  • Experience with distributed systems concepts and microservices architectures.
  • Experience with Cassandra or equivalent NoSQL databases.

Responsibilities

  • Execute software solutions, including design, development, and technical troubleshooting, and use approaches beyond routine methods to build solutions or break down technical problems.
  • Create secure, high-quality production code and maintain algorithms that run synchronously with appropriate systems.
  • Use enterprise-authorized AI coding assistance in the work environment to improve code quality, delivery speed, and productivity on complex deliverables, validating outputs through peer review, automated testing, and secure coding standards, and contribute learnings and reusable patterns to improve team effectiveness.
  • Apply knowledge of Software Development Life Cycle toolchain capabilities, including enterprise-authorized AI-assisted development and automation, to improve the value realized by automation.
  • Produce architecture and design artifacts for complex applications and ensure software code development meets design constraints.
  • Gather, analyze, synthesize, and develop visualizations and reporting from large, diverse data sets to support continuous improvement of software applications and systems.
  • Proactively identify hidden problems and patterns in data and use insights to improve coding hygiene and system architecture.

Desired Qualifications

  • Working knowledge of additional languages such as Java or C++.
  • Exposure to deploying or operating GPU workloads in Kubernetes environments.
  • Exposure to machine learning model serving frameworks such as TorchServe, TensorFlow Serving, or Triton Inference Server.
  • Familiarity with distributed training and inference systems.
  • Awareness of model compression techniques and edge deployment concepts.
  • Familiarity with API management concepts, Domain-Driven Design, and Agile development environments.

About the Company

JP Morgan Chase

Runs a consumer bank and an investment bank

JPMorgan Chase runs the largest bank in the United States, which serves households and small businesses as Chase and large companies, governments, and investors as J.P. Morgan. During the 2008 financial crisis it bought the failing investment bank Bear Stearns and lender Washington Mutual, and in 2023 it took over First Republic Bank after regulators seized it. Chase takes deposits and earns interest on credit cards, mortgages, and car loans, while the investment side earns fees for advising on mergers, raising money for companies, trading stocks and bonds, and managing wealth. Formed in a 2000 merger, JPMorgan Chase traces its roots to 1799 and is based in New York City.

Company size
10,001+
Company stage
IPO
Headquarters
New York City, New York
Founded
1799

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