Staff Machine Learning Engineer - Edge AI
Core
Lead design and implementation of critical AI product initiatives on Edge devices, developing tactical AI solutions and optimizing ML model performance for petabyte-scale sensor, diagnostic, video, and text data from physical operations customers.
Role type
Staff Machine Learning Engineer (Edge AI)
Builds
Core product features, services, and optimizations for Edge devices in the Connected Operations platform
Domain
IoT, Physical Operations, Edge AI, Computer Vision
Deliverable
production ML models
Required skills
Python, C++ or Rust, Edge compute optimization, iterative ML product development, large-scale production code, requirement distillation, mentoring
Preferred skills
Self-serving data for experiments, high-impact AI delivery record, state-of-the-art Computer Vision, multi-model architectures
Technologies
Python, C++, Rust, Edge devices, petabyte-scale data systems
Responsibilities
Lead design and implementation of critical AI product initiatives on Edge devices; Develop both tactical AI solutions and strategic research; Work with petabyte-scale data from customer operations; Partner across business units to prototype new AI experiences and optimize ML model performance; Stay connected to industry and academic research to adopt novel technology; Champion and embed Samsara's cultural principles as the team scales globally
Seniority
Staff, hands-on IC with mentorship
