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Machine Learning Engineer
Confirmed live in the last 24 hours
Locations
Toronto, ON, Canada • San Francisco, CA, USA • Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Agile
Data Structures & Algorithms
C/C++/C#
Pytorch
Research
SCRUM
Tensorflow
Python
Requirements
  • MS/PhD or Bachelors degree with a minimum of 4 years of industry experience in Computer Science, Robotics and/or similar technical field(s) of study
  • Solid coding proficiency in Python or C++
  • Some experience in reading and developing production quality software, versus only creating prototypes/proof of concepts
  • Experience in software architecture, system performance, latency and data flow
  • Experience in Machine Learning
  • Understanding of parallel machine learning training and model deployment (e.g., TensorRT conversion)
  • Ability to productionize machine learning models
  • Experience building software solutions on cloud infrastructure
  • Ability to rapidly prototype and test new algorithms
  • Solid problem solving skills using linear algebra, geometry, statistics & probability
  • Open-minded and collaborative team player with willingness to help others
  • Passionate about self-driving technologies, solving hard problems, and creating innovative solutions
Responsibilities
  • Contribute and build the self-driving engineering foundations to develop the next generation autonomy software across several machine learning projects
  • Be part of a team of multidisciplinary Engineers and Research Scientists using an AI-first approach to enable safe self-driving at scale
  • Implement and improve machine learning training and inference pipelines
  • Make iterations on the models for improvements
  • Identify, propose and build infrastructure, data and computation pipelines, data storage strategies, common libraries and useful tools needed to optimize research and development of deep-learning models
Desired Qualifications
  • Experience designing and implementing tools for automated model tuning and hyper-parameter optimization, as well as experiment analysis
  • Experience in Deep learning frameworks such as PyTorch and TensorFlow
  • Experience with automated testing
  • Experience working in an Agile/Scrum environment
Waabi

51-200 employees

Self-driving technology