Staff Machine Learning Engineer - Edge AI
Core
Lead design and implementation of critical AI product initiatives on Edge devices, optimizing ML models for petabyte-scale sensor, video, and text data from physical operations customers.
Role type
Staff Machine Learning Engineer (Edge AI)
Builds
End-to-end AI solutions for Edge devices and core ML infrastructure for Samsara's Connected Operations platform.
Domain
IoT, Edge AI, Physical Operations (Agriculture, Construction, Transportation, Manufacturing)
Deliverable
production ML models | product features
Required skills
Edge compute optimization, Python, C++ or Rust, iterative ML product development, large-scale production code shipping, requirement distillation, technical mentoring
Preferred skills
Self-serving data for experiments, high-impact AI delivery record, Computer Vision, multi-model architectures
Technologies
Edge devices, petabyte-scale data pipelines, video/sensor/diagnostics systems
Responsibilities
Lead design and implementation of critical AI product initiatives on Edge devices; Develop 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 model performance; Stay connected to industry/academic research to adopt novel technologies; Champion and embed company cultural principles as the team scales globally
Seniority
Staff, hands-on IC with mentorship responsibilities
