JPMorgan Chase-posted 4 months ago
Plano, TX
Credit Intermediation and Related Activities

The position involves developing AI and Machine Learning solutions while leveraging rapid prototyping and agile methodologies to bring these solutions to market. The role requires driving workstreams or projects that consist of one or more infrastructure engineering technologies. Responsibilities include architecting and implementing changes to resolve issues and modernize technology processes, executing creative solutions for design, development, and technical troubleshooting, and considering upstream and downstream data and systems implications. The candidate will produce operational and development expertise in building proactive monitoring, contribute to auto-heal and recovery during system failures, and gather, analyze, synthesize, and develop visualizations and reports on application and system health, uptime, performance improvements, and change and capacity management of the services supported. Collaboration with the development team throughout the software development life cycle is essential to help build software for reliability. The candidate will also identify and analyze incident patterns, conduct post-mortems, develop permanent remediation plans, and implement automation to prevent future incidents.

  • Develop AI and Machine Learning solutions.
  • Leverage rapid prototyping and agile methodologies to bring solutions to market.
  • Drive workstream or project consisting of one or more infrastructure engineering technologies.
  • Architect and implement changes required to resolve issues and modernize technology processes.
  • Execute creative solutions for design, development, and technical troubleshooting.
  • Consider upstream and downstream data and systems implications and advise on mitigation actions.
  • Produce operational and development expertise in building proactive monitoring.
  • Contribute to auto heal and recovery during system failures.
  • Gather, analyze, synthesize, and develop visualizations and reports on application and system health.
  • Collaborate with development team throughout the software development life cycle.
  • Identify and analyze patterns of incidents, conduct post-mortems, and develop permanent remediation plans.
  • Implement automation to prevent future incidents.
  • Master's degree in Computer Engineering, Computer Science, Information Technology, Information Systems, or related field plus 4 years of experience in the job offered or as Infrastructure Engineer, DevOps Engineer, Software Engineer, IT Consultant, DevOps Research Assistant or related occupation.
  • Alternatively, a Bachelor's degree in the same fields plus 6 years of experience.
  • Three (3) years of experience with log aggregation tools: Splunk, Data Dog, ELK stack, and Grafana.
  • Two (2) years of experience with at least one cloud platform: AWS, Cloud Foundry, or Kubernetes for deploying and scaling AI/ML solutions.
  • Two (2) years of experience leveraging SQL and Python for data preprocessing techniques.
  • Two (2) years of experience with IAC tools such as Terraform, Chef, or Ansible.
  • One (1) year of experience hosting or collecting metrics using Prometheus.
  • Experience with statistical analysis and probability theory for machine learning methods.
  • Experience generating technical documentation and implementing best-practice security practices.
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