GrepJob
Heartflow

Staff Software Engineer / Tech Lead, ML Infrastructure

Heartflow
Apply
about 4 hours ago
San Francisco, CA, USAStaff+ / Senior
H1B Sponsor

Base Salary

$190k - $250k/yr

Responsibilities

  • Act as the technical lead and mentor for a small, high-impact team of engineers.
  • Write high-performance Python code and utilize frameworks like Ray for distributed computing.
  • Spearhead the deployment of complex ML algorithms into scalable cloud environments.
  • Design and integrate robust cloud-data systems for managing unstructured medical datasets.
  • Work cross-functionally to understand and support ML training and production needs.
  • Utilize AI-powered development tools to enhance engineering workflows.

Requirements

  • 8+ years of professional software engineering experience focused on ML infrastructure or distributed systems.
  • Experience mentoring peers and leading technical projects.
  • Ability to write clear, well-tested, and scalable Python code.
  • Deep understanding of modern distributed computing architectures and cloud-data workloads.
  • Familiarity with infrastructure as code tools like CDK or Terraform.
  • Knowledge of distributed computing frameworks such as Ray and Kubernetes.
  • Experience with cross-language bindings for high-performance computing.
  • Prior experience in the healthcare domain or with image-based algorithms is a plus.