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Deep Learning Scientist

Salary

$1.5k - $6k

Min Experience

0 years

Location

Greater Toronto Area, Canada

JobType

full-time

About the job

Info This job is sourced from a job board

About the role

Boson AI is a startup building large language tools for everyone to use. Our founders (Alex Smola, Mu Li), and a team of Deep Learning, Optimization, NLP, AutoML and Statistics scientists and engineers are working on high quality generative AI models for language, audio, and entertainment.


We are seeking research scientists and engineers to join our team full-time in our Toronto office. As part of your role, you will work on modeling and training LLMs, understanding and interpreting model behavior and aligning models to human values. The ideal candidate will possess a strong background in machine learning, and have motivations for developing state-of-the-art models towards AGI.


Responsibilities

  • Design and verify novel model architectures and training objectives.
  • Audio and LLM joint modeling.
  • Investigate novel model alignment algorithms.
  • Write efficient and clean code for ML training.
  • Conduct large-scale experiments to verify the modeling choices and identify improvement areas.

Experience

  • Summarize results and clearly communicate the motivations and observations in your work
  • Proficiency in at least one deep learning framework, such as PyTorch.
  • Participation in at least one research project related to LLM or multimodal models, e.g. experience in training or fine-tuning them.
  • Experience in alignment research
  • Experience with audio, image or text models
  • Experience in large-scale distributed model training
  • Experience in writing GPU kernels in CUDA

Qualifications

  • PhD or Master's degree with solid scientific contributions
  • Active GitHub repository
  • Active scientific track record
  • Excellent problem-solving skills


Active Github contributions are a big plus, so is the ability to solve problems and learn new techniques.

About the company

Boson AI is a startup building large language tools for everyone to use. Our founders (Alex Smola, Mu Li), and a team of Deep Learning, Optimization, NLP, AutoML and Statistics scientists and engineers are working on high quality generative AI models for language, audio, and entertainment.

Skills

machine learning
deep learning
natural language processing
optimization
statistics
audio
cuda