Data Scientist

2 weeks ago


Old Toronto, Canada Bank of Montreal Full time
Job Description

The Bank of Montreal is seeking a highly skilled Data Scientist to lead the team in building and enabling big data analytical solutions in the cloud environment.

This role requires a deep understanding of big data and a strong experience in researching, designing, and implementing data models and statistical algorithms.

Key Responsibilities:

  • Design, develop, and implement end-to-end cloud-based machine learning production pipelines.
  • Ensure that data pipelines are scalable, repeatable, and secure.
  • Deliver big data and batch/real-time analytical solutions.
  • Collect, parse, manage, analyze, and visualize large sets of data.
  • Translate complex functional and technical requirements into detailed architecture and design.
  • Code, test, and document new or modified data systems.
  • Work with peer developers to ensure consistency in data solutions.
  • Develop standards and processes for integration projects.
  • Identify new business opportunities and develop analytical roadmaps.

Requirements:

  • Master's degree or PhD in Mathematics and Statistics, Physics, Computer Science, Business Analytics, Economics, or a related quantitative field.
  • Minimum 5 years of directly related work experience in data science.
  • Expert knowledge of Python, including PyTorch, TensorFlow, scikit-learn, and Pyspark.
  • Proficient with Scala, SQL, and Spark.
  • Understanding of high-performance data science algorithms.
  • Experience using big data batch and streaming tools on AWS and Databricks.
  • Expert knowledge of data modeling and understanding of different data structures.

Compensation: $81,600.00 - $151,200.00, salaried, with potential for performance-based incentives and bonuses.

The Bank of Montreal offers a competitive total compensation package, including health insurance, tuition reimbursement, and retirement savings plans.



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