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Machine Learning Scientist

Added
13 days ago
Location
Type
Full time
Salary
Not Specified

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Who we are:

GoMaterials is one of Canada's fastest-growing companies, recognized byDeloitte, theGlobe & Mail,and theLazaridis Scaleup Program. We’re revolutionizing how landscape contractors source plant and hardscape materials through a B2B marketplace that simplifies procurement in a traditionally outdated industry.

Since our inception, we have helped landscapers save time, money, and stress and plant over 1.5 million plants and trees. Led by a young and eager group of entrepreneurs, GoMaterials is aggressively expanding across North America. We are therefore looking for amazing people to add to our team!

What You’ll Do

  • Collect, clean, and preprocess large datasets from various sources.
  • Develop and implement predictive models and machine learning algorithms.
  • Design and maintain the complete workflow of ML development process.
  • Analyze data to identify trends, patterns, and opportunities for improvement.
  • Collaborate with business stakeholders to understand their needs and translate them into analytical solutions.
  • Communicate findings and insights through reports, dashboards, and visualizations.
  • Conduct A/B testing and other experiments to validate model performance.
  • Stay current with the latest developments in data science and machine learning.
  • Document methodologies and maintain detailed records of analytical processes.
  • What You’ll Need

  • Master’s degree in Data Science, Computer Science, Statistics, Mathematics, or a related field.
  • 5+ years of experience implementing AI/data science algorithms using one or more modern ML frameworks (e.g., Scikit-learn, PyTorch, LightGBM, XGBoost, etc.).
  • Strong knowledge of statistical analysis, machine learning algorithms, and data mining techniques.
  • Experience deploying machine learning models in production environments.
  • Proficiency in programming languages such as Python, R, or SQL.
  • Familiarity with code and data version control tools such as Git and DVC.
  • Excellent analytical and problem-solving skills.
  • Strong communication, collaboration, and presentation skills.
  • Familiarity with agile development methodologies.
  • Hands-on experience with cloud-based ML development platforms such as Vertex AI and Azure ML Studio/AI Foundry.
  • Preferred Qualifications

  • Ph.D. in Data Science, Computer Science, Statistics, Mathematics, or a related field.
  • Experience working on supply chain management-related application development.
  • Experience with deep learning frameworks (e.g., TensorFlow, Keras).
  • Knowledge of natural language processing (NLP) and computer vision.
  • Familiarity with cloud platforms (AWS, Azure, or Google Cloud).
  • Familiarity with big data technologies (e.g., Hadoop, Spark) is a plus.
  • Additional Information

    From day one, you get to...

    💡 Share your ideas and actually see them come to life

    🌱 Grow with us through learning & promotion opportunities

    🏝️ Enjoy solid health benefits & time off (3 weeks + 1 week during the holiday break)

    💰 Get a piece of the pie with equity after your first year

    🎉 Work with a fun, tight-knit team that celebrates wins together. Want to learn more? Check out our culture code.

    Ready to apply?

    If you think you’d be a great fit at our company and are passionate about this job, we want to hear from you!

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