热门公司

JPMorgan Chase
JPMorgan Chase

Global financial services firm

Lead Software Engineer - DevOps / Full-Stack / MLOps

职能全栈
级别Lead级
地点Columbus, OH, United States
方式现场办公
类型全职
发布2个月前
立即申请

必备技能

Python

AWS

Docker

Kubernetes

Terraform

We have an opportunity to impact your career and provide an adventure where you can push the limits of what's possible.

As a Lead Software Engineer at JPMorgan Chase within the Consumer & Community Banking Digital Cloud team, you are an integral part of an agile team that works to enhance, build, and deliver trusted market-leading technology products in a secure, stable, and scalable way. As a core technical contributor, you are responsible for conducting critical technology solutions across multiple technical areas within various business functions in support of the firm’s business objectives.

Job responsibilities

  • Executes creative software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems
  • Develops secure high-quality production code, and reviews and debugs code written by others
  • Identifies opportunities to eliminate or automate remediation of recurring issues to improve overall operational stability of software applications and systems
  • Leads evaluation sessions with external vendors, startups, and internal teams to drive outcomes-oriented probing of architectural designs, technical credentials, and applicability for use within existing systems and information architecture
  • Design and develop a scalable ML platform to support model training, deployment, and monitoring
  • Build and maintain infrastructure for automated ML pipelines, ensuring reliability and reproducibility supporting different model frameworks and architectures
  • Set up monitoring and reliability for both infrastructure and models utilizing Prometheus and Grafana
  • Code infrastructure with Terraform and utilizing Python for automation
  • Perform DevOps in Kubernetes (K8s), Docker, Helm, Git Ops, and CI/CD pipelines (Jenkins, GitLab CI)

Required qualifications, capabilities, and skills

  • Formal training or certification on software engineering concepts and 5+ years applied experience
  • 8+ years of hands‑on software/platform engineering experience, including leading cloud‑native delivery for business‑critical systems.
  • Expert Infrastructure as Code with Terraform (modules, state backends, workspaces, CI integration, policy controls).
  • Expert proficiency in Python for platform automation, tooling, and systems scripting; familiarity with Bash/YAML/Helm.
  • Deep experience with CI/CD (e.g., Jenkins, Spinnaker/Argo), artifact management, and automated testing strategies.
  • Strong AWS/public cloud knowledge (VPC, ALB/NLB, ECR/EKS, IAM, KMS, CloudWatch/CloudTrail) and cloud networking fundamentals.
  • Experience with MLOps tools and platforms (e.g., MLflow, Amazon Sage Maker, Google VertexAI, Databricks, BentoML, KServe, Kubeflow)
  • Understanding of data versioning and ML models lifecycle management
  • Practical experience applying agentic AI/LLM capabilities to Dev Sec Ops use cases (e.g., assisted troubleshooting, code/IaC generation with review, runbook automation) with attention to accuracy, guardrails, and auditability.
  • Containerization & DevOps: Expert skills in Kubernetes (K8s), Docker, Helm, Git Ops, and CI/CD pipelines (Jenkins, GitLab CI).
  • Monitoring & Reliability: Experience setting up monitoring for both infrastructure and models (drift detection, model accuracy) using Prometheus/Grafana.
    Preferred qualifications, capabilities, and skills - Experience deploying models using Canary, Blue/Green, or Shadow deployment strategies
  • Previous experience deploying & managing ML models is beneficial
  • Experience working in a highly regulated environment or industry
  • Strong knowledge of AWS, Azure, or GCP, including serverless architectures, storage solutions, and network configuration.
  • Postgres experience

浏览量

0

申请点击

0

Mock Apply

0

收藏

0

关于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+

员工数

New York City

总部位置

$500B

企业估值

评价

10条评价

3.8

10条评价

工作生活平衡

3.5

薪酬

4.0

企业文化

3.8

职业发展

3.2

管理层

2.8

68%

推荐率

优点

Good benefits and compensation

Supportive colleagues and environment

Flexible work arrangements

缺点

Long hours and heavy workload

Management issues and lack of direction

High stress and expectations

薪资范围

44个数据点

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Analytics Solutions Associate

1份报告

$139,000

年薪总额

基本工资

$107,000

股票

-

奖金

-

$139,000

$139,000

面试评价

4条评价

难度

3.0

/ 5

时长

14-28周

录用率

50%

体验

正面 25%

中性 75%

负面 0%

面试流程

1

Application Review

2

HR Screen

3

Hiring Manager Interview

4

In-person/Final Interview

5

Offer

常见问题

Behavioral/STAR

Past Experience

Culture Fit

Financial Knowledge

Case Study