Staff Software Engineer / Tech Lead, ML Infrastructure
Core
Building data and ML infrastructure to support large-scale machine learning applied to precision healthcare, specifically for medical imaging datasets.
Role type
Staff Software Engineer / Tech Lead (ML Infrastructure)
Builds
Data systems for curation/analytics and core ML environments for training and inference
Domain
Healthcare / Medical Imaging / AI
Deliverable
infrastructure
Required skills
Python, distributed systems, MLOps, cloud architecture (AWS/GCP/Azure), infrastructure as code, Kubernetes, Ray, C++/Python bindings
Preferred skills
Healthcare domain experience, regulated environments, image-based algorithms
Technologies
Ray, Kubernetes, Apache Iceberg, CDK, Terraform
Responsibilities
Act as technical lead and mentor for a small team; write high-performance Python code for distributed computing platforms; deploy complex ML algorithms to scalable cloud environments; design and integrate robust cloud-data systems for medical datasets; collaborate with researchers to solve ML training and serving needs; utilize AI-powered development tools to accelerate workflows
Seniority
Staff, hands-on IC with technical leadership
