Senior Machine Learning Engineer, Rich Media Experiences
Core
Building production-grade machine learning systems that transform sensor-rich mobile captures into accurate floor plans and 3D representations for Zillow's rich-media and listing experiences.
Role type
Senior IC machine learning engineer (computer vision & spatial data)
Builds
Instant Floor Plans, 3D representations, and rich-media listing experiences
Domain
Real estate technology, computer vision, spatial data, 3D modeling
Deliverable
production ML models
Required skills
Python, PyTorch or TensorFlow, end-to-end ML workflows, data pipelines, model training, evaluation, deployment, monitoring, structured prediction, computer vision, optimization, failure analysis
Preferred skills
computer vision, spatial data, 3D, AR/VR, mapping, search, recommendation systems
Technologies
PyTorch, TensorFlow
Responsibilities
Design and operate production-grade ML systems from prototype to service, lead end-to-end ML work spanning data to iteration, partner with applied scientists and engineers to integrate ML techniques, improve quality and latency of ML workflows, drive technical decisions in ambiguous problem spaces, establish shared patterns and tooling, mentor peers
Seniority
Senior, hands-on IC
