Machine Learning Engineer

4 days ago


Canada Options for Employment. Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at Options for Employment. As a key member of our interdisciplinary team, you will be responsible for developing and optimizing advanced machine learning models, leveraging cutting-edge algorithms and technologies to drive innovation in the construction industry.

Key Responsibilities
  • Develop and train advanced machine learning models, focusing on deep learning algorithms such as RCNN, LSTM, and Transformers across various data modalities.
  • Optimize and refine our codebase, adopting MLOps practices to improve the machine learning lifecycle across modalities, from data preparation to deployment and monitoring.
  • Collaborate with cross-functional teams to integrate interdisciplinary machine learning models that span various modalities, including text and vision, into our application ecosystem.
Requirements
  • Deep learning expertise across modalities, with strong knowledge and experience with deep learning algorithms such as RCNN, LSTM, and Transformers.
  • Experience working with machine learning models in computer vision and NLP, with a proven ability to tackle complex, interdisciplinary problems through innovative ML solutions.
  • Familiarity with MLOps platforms such as AWS SageMaker, Databricks, and Weights & Biases, with a competency in leveraging these tools to streamline the ML lifecycle across various data modalities.
What We Offer

We offer a dynamic, industrious, and innovative work environment that promotes a healthy, fulfilling work-life balance. Our benefits package includes a competitive salary, career advancement opportunities, and a comprehensive benefits package for all eligible full-time employees.



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