Deep Learning Engineer

2 weeks ago


Toronto, Ontario, Canada TEEMA Full time
Job Title: Deep Learning Engineer - Tech Lead
Location: Toronto, ON

Overview:We are seeking exceptional engineers to join a top-notch team dedicated to designing, developing, and verifying software that interacts with specialized hardware. Together with hardware engineers and fellow software experts, you will play a key role in bringing AI capabilities to the broader audience. Your main focus will be on identifying and addressing functional and performance bottlenecks to ensure the scalability and reliability of the software. As a Senior Deep Learning Engineer, you will lead the Neural Networks team, aiming to streamline the deployment of neural networks on our hardware.

What you will be doing:
  • Optimize various neural networks for efficient operation on our platforms
  • Develop a software pipeline for model optimization, automating the preparation of customers' models for on-chip inference
  • Manage multiple projects simultaneously, guiding team members, and innovating solutions in deep learning, data types, and software engineering.

What you must have:
  • Degree in Computer Science, Engineering, or related field
  • 5+ years of experience in deep learning and software engineering (minimum 2 years each)
  • Proficiency in deep learning frameworks like Tensorflow and PyTorch
  • Expertise in CNNs, LSTMs/RNNs, Transformers
  • Ability to reproduce academic AI work
  • Solid mathematical foundation
  • Advanced Python skills
  • Experience with C/C++
  • Leadership experience in engineering

Nice to have:
  • Master's or PhD in Computer Science, Engineering, or related field
  • Background in embedded or low-level programming
  • Knowledge of CUDA/OpenGL
  • Experience deploying neural networks in production
  • Familiarity with model compression techniques such as quantization, knowledge distillation, etc.


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