Samsara

Staff Machine Learning Engineer, Edge AI/Model Optimization

Samsara

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $165,200 - $295,000 per year

Job Level

Lead

Tech Stack

CloudIoTPythonRayRustSpark

About the role

  • Lead design and implementation of critical AI product initiatives on Edge devices.
  • Develop both tactical AI solutions as well as more strategic and longer term research.
  • Work with petabyte-scale data from customer operations including text, transactions, diagnostics, sensor, camera, and location data.
  • Partner across business units to explore and prototype new AI experiences and optimize the ML model performance on edge devices.
  • Stay connected to industry and academic research and adopt novel technology that suits Samsara’s needs.
  • Champion, role model, and embed Samsara’s cultural principles (Focus on Customer Success, Build for the Long Term, Adopt a Growth Mindset, Be Inclusive, Win as a Team) as we scale globally and across new offices.

Requirements

  • 8+ years experience as a Machine Learning Engineer
  • Profound experience in optimizing ML models and systems for Edge compute constraints
  • Proficient with Spark, Ray, or a similar framework
  • Coding in python or similar
  • Coding in C++ or Rust
  • Strong functional knowledge of the iterative machine learning product development process
  • Experienced in developing and shipping production code at large scale
  • Ability to distill informal or ambiguous customer and business requirements into crisp problem definitions
  • Proven ability to communicate verbally and in writing to technical peers and leadership teams with various levels of technical knowledge
  • Experience coaching and mentoring ML Engineers