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Data Scientist (PL696)

  • Remote
    • Toronto , Ontario, Canada

Job description

Our client, a leading consulting firm, is seeking an experienced Data Scientist to join their team. The ideal candidate will have a strong background in data processing, model evaluation, and deployment, with expertise in collaborating with cross-functional teams. This role will focus on ensuring high-quality data preprocessing, model performance monitoring, and efficient coordination with technical teams to support successful deployments.

Key Responsibilities:

  • Read input data from the blob storage, process it, and write the output back to the blob.

  • Perform data preprocessing and cleansing to ensure data integrity and accuracy.

  • Conduct model and code reviews, applying necessary changes if failures occur.

  • Collaborate with Technology & Infrastructure (T&I) and DevOps teams to streamline model deployment and ensure system reliability.

  • Assist in the creation of new environments for data science workflows.

  • Develop and maintain pipeline assets to support model deployment and monitoring.

  • Continuously monitor model performance post-deployment, identifying anomalies and optimizing models as needed.

Job requirements

  • 5+ years of experience as a Data Scientist or in a similar role.

  • Strong proficiency in data preprocessing, data cleansing, and feature engineering.

  • Experience with blob storage and working with large-scale data pipelines.

  • Expertise in machine learning model review, debugging, and performance tuning.

  • Familiarity with DevOps principles, CI/CD pipelines, and environment setup for data science projects.

  • Hands-on experience with cloud platforms (e.g., Azure, AWS, or GCP) and related services.

  • Strong programming skills in Python, R, or Scala, with experience in relevant data science libraries.

  • Ability to monitor and troubleshoot model performance post-deployment, ensuring continuous optimization.

  • Excellent problem-solving skills and the ability to collaborate with cross-functional teams.

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