Co-Op Computer Vision - Deep Learning

What you'll do:

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

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
• Propose novel approaches for unsolved research problems in autonomy
• Research machine learning and deep learning algorithms and methods for improvement
• Ability to apply deep learning with segmentation tasks
• Familiarity in domain adaptation / model interpretability is a plus
• Experience using AWS for training
• Coordinate with other engineers and technical experts in developing machine learning algorithms from collected data

Candidate is expected to work 40 hours a week during the duration of their co-op. 

Torc Internships and Co-Ops provide a great way for you to hone your skills and see what life at Torc is all about. Our goal is to enable Interns and Co-Ops to become full-time Torc’rs.

What you'll need to succeed:

• Candidate must be a full-time student currently pursuing a graduate degree in Computer Engineering, Computer Science, or related field
• PhD Candidates with research experience in the Autonomous field
• 0-2 years of Machine Learning/Vision Algorithms/Deep 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
  • ROS
  • Python
  • AWS
  • Familiarity with at least one of the following, or similar platforms:
    TensorFlow, Pytorch