Applied Machine Learning Specialist at Vector Institute | Toronto, Ontario, CA | Rezi

Applied Machine Learning Specialist at Vector Institute

Applied Machine Learning Specialist

Vector Institute · Toronto, Ontario, CA

1 weeks ago

Applied Machine Learning Specialist

Vector Institute · Toronto, Ontario, CA

8 days ago
Resume preview

Impress employers and recruiters.
Choose from hundreds of resume examples.

Target Resume Now

About the Role

Contribute to developing reusable software to apply and scale research breakthroughs in machine learning and AI. Collaborate with top AI engineering team members, data scientists, and industry/health organizations.

Responsibilities

  • Deliver software and models for AI development projects using an agile methodology.
  • Design and develop reference applications and model templates that apply AI research to real-world problems.
  • Design, develop, and contribute to open-source software applying AI research techniques.
  • Mentor sponsor AI engineering team members and student researchers on industry collaboration projects.
  • Develop prototypes and proofs of concept.
  • Report and present software development outcomes, including demos, status, and results.
  • Lead interns and manage their scope of work.
  • Act as technical lead for multiple projects and deliver projects in collaborative settings.

Requirements

  • 2+ years of experience in machine learning, developing, and deploying predictive models and optimizing algorithms.
  • Experience applying machine learning research to novel problems and data sets.
  • Demonstrated experience in machine learning and/or statistics.
  • Demonstrated data engineering background working with messy real-world data.
  • Demonstrated analytical skills to identify signal in data and feasibility of prediction.
  • Software engineering background with experience in production deployment is preferred.
  • Experience working on teams that land high-quality software successfully in production is preferred.
  • Experience leading technical scope for multiple projects.
  • Experience working with interns and guiding their work for achieving deliverables.
  • Experience with parameter and architecture tuning of deep learning algorithms is preferred.
  • Experience in leading open-source deep learning software frameworks (PyTorch, TensorFlow, CUDA) is preferred.
  • User interaction/design expertise with Human-Computer Interaction (HCI) engineering is considered an asset.

Skills

  • Python
  • C/C++
  • C#
  • PyTorch
  • TensorFlow
  • CUDA
  • Human-Computer Interaction (HCI)

Experience Level

  • 2+ years of experience

Education Level

  • Bachelor's degree in computer science, mathematics, electrical engineering, or related discipline
  • Master's degree preferred

Salary/Compensations

  • $100,600 - $125,800 per year

Benefits

  • Vacation time
  • Floater days
  • GRRSP
  • Health Spending Account
  • Summer Hours program
  • Flexible work arrangements

About the Company

  • Vector believes AI powers possibility by advancing cutting-edge research and translating it into real-world impact through collaboration with research, industry, and government.
  • Vector is committed to fostering a diverse and inclusive culture that reflects its values.

Equal Opportunity

  • The Vector Institute welcomes applications from all qualified candidates, including those who are Indigenous, 2SLGBTQIA+, racialized persons/visible minorities, women, and people with disabilities.
  • If you require an accommodation at any stage of the recruitment or selection process, please contact hr@vectorinstitute.ai.