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Experienced Machine Learning Developer for Complex Problem Construction

Mindrift

Kelowna · On-site Full-time Senior 5d ago

About the role

About

Take on the role of a Machine Learning Developer, where you'll design complex computational STEM problems that require expert Python skills. Focus on innovative, project-based challenges that enhance scientific workflows.

This position requires at least 5 years of machine learning experience with a strong portfolio demonstrating real-world impacts. You'll be expected to create problems that are computationally intensive, document them thoroughly, and explore non-trivial reasoning paths. Your expertise will help ensure that solutions are verified using established Python libraries.

Apply your deep knowledge in machine learning to develop significant computational challenges that redefine scientific inquiries, embraced in a project-focused environment.

Key Responsibilities

  • Create original computational problems for scientific application
  • Use Python programming to solve design challenges
  • Verify results with libraries like Numpy and Scikit-learn
  • Clearly document problem statements and correct answers
  • Develop problems that require innovative reasoning approaches

Requirements

  • Minimum of 5 years in hands-on machine learning
  • Proficient in Python, particularly for data science tasks
  • Familiarity with MLOps practices and deployment workflow
  • Evidence of successful problem-solving in past projects
  • Proficient written English (C1+)

Skills

NumpyPythonScikit-learn

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