Machine Learning Developer
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Key skills for this role
Role Overview
Design and develop platforms and frameworks that support automated data-driven decision-making.
Build systems that gather data and use statistical algorithms and models to learn from experience, predict outcomes, and make decisions.
Key Skills for This Role
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About the role
Design and develop platforms and frameworks that support automated data-driven decision-making.
Build systems that gather data and use statistical algorithms and models to learn from experience, predict outcomes, and make decisions.
Responsibilities
- Collaborate with data scientists on algorithms and tools for training and running simulations.
- Build services that interact with machine learning models through simulations.
- Participate in code reviews to ensure code quality and share best practices.
- Develop services that host trained models and integrate them into business processes.
- Gather and analyze large datasets and develop data model pipelines.
- Develop algorithms for automated data-driven decision-making.
- Build tools to monitor machine learning application performance.
Minimum qualifications
- Master’s degree in software development, computer science, algorithm design, artificial intelligence, or machine learning, or equivalent experience.
Preferred qualifications
- One year of machine learning experience using libraries such as Scikit-learn, TensorFlow, Caffe, or Keras.
- One year of experience working with large structured and unstructured datasets.
- One year of programming experience with Java, Scala, C/C++, or Python.
- One year of experience with the Hadoop ecosystem, distributed computing platforms, user interface frameworks, or cloud providers.
- Ph.D. in a relevant field or equivalent experience.
- Proficiency in Microsoft Office, strong object-oriented programming skills, and knowledge of big data.
Workplace
- The position is listed as remote in Ontario.
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