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Machine Learning Engineer

Bittensor

Bittensor

Software Engineering
Toronto, ON, Canada · Remote
Posted on Friday, June 30, 2023

The ideal candidate will be responsible for developing high-quality open source software. They will also be responsible for designing, implementing, and deploying scalable Python and Rust code and PyTorch MLOps pipelines.

Responsibilities

  • Develop software as part of a decentralized team.
  • Analyze and maintain existing open source software.
  • Design highly scalable, testable code in Python and Rust.
  • Discover and fix programming bugs.
  • Review code written by other team members in a timely and organized manner.
  • Work with the team to develop machine learning testing and application deployment pipeline.
  • Work on versioning (like Git/GitHub) and monitoring of training/predictions.
  • Optimize and benchmark models with Data Engineering techniques like data storage and OOP improvements.
  • Work with Blockchain engineers to coordinate Blockchain and machine learning model development and deployment.

Qualifications

  • Bachelors in Computer Science, Engineering, Mathematics, Statistics.
  • A PhD or Master’s Degree in Machine Learning, Statistics, Mathematics, Operations Research, or a related quantitative discipline is an asset.
  • A deep understanding of linear algebra, probability theory, statistics and multivariate calculus.
  • 3-5 years experience as a software engineer as part of a team in an industrial project.
  • 1-2 years experience programming in PyTorch.
  • Experience working with distributed computing platforms and frameworks.
  • Programming knowledge required: Python, Rust, PyTorch, Distributed computing, Deep learning concepts.
  • Blockchain experience is an asset.