Jobs

Software Engineer Spring/Summer Co-Op, Machine Learning

Posted on: September 16, 2019 Apply Now
Co-ops Expires August 31, 2021

We are seeking a Machine Learning Software Engineer Co-Op to assist with the design, develop, and maintenance of machine learning algorithms for our self-driving vehicles.

Responsibilities:

Assist with the design and implementation of the following:

  • End-to-end pipeline for annotation, training and deployment of machine learning algorithms
  • services and dashboards for training progress and validation metrics
  • Crowdsourcing pipelines for collecting internal and external annotations
  • Participate in the design, development, evaluation, deployment and updating of data-driven models and analytical solutions for machine learning (ML) applications
  • Work with product owners and customers on understanding their learning applications, assisting with integration and providing ML expertise
  • Produce high quality code that is unit tested, code reviewed, and checked in regularly for continuous integration
  • Conduct technical investigations and prototyping in a fast-paced environment
  • Strong communication skills, both written and oral

Candidate is expected to work 40 hours a week starting in the Spring of 2020

Competencies:

  • Candidate must be a full-time student currently pursuing an undergraduate or graduate degree in Computer Engineering, Computer Science, or related field
  • 0-2 years of machine learning experience
  • Previous software development experience
  • Experience in the following areas:
  • Computer vision and machine learning
  • Image processing
  • Creating clean C++ code
  • Object-oriented design
  • Rapid development and prototyping in Python
  • GPU compute
  • Familiarity with at least one of the following, or similar platforms:
  • MXNet, Caffe, TensorFlow, Keras, Torch, Dlib, scikit-learn
Apply Now