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Velocity - Data Scientist Internship/Co-Op - Fall 2024

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Scotiabank

3mo ago

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Data
  • Toronto

Requirements

  • You are currently enrolled in post-secondary education.
  • You love to learn and envision yourself working for an international organization that heavily invests in your future.
  • You enjoy being involved in extracurricular activities such as conferences, clubs, and hackathons.
  • You have knowledge/experience in:
  • Cleaning, transforming, and visualizing large data sets working with various data formats (e.g., unstructured logs, XML, JSON, flat files)
  • Big Data/Cloud ecosystem (e.g., GCP)
  • Experimental design, statistical analysis, machine learning
  • Python programming
  • Common machine learning libraries in Python, PySpark (scikit-learn, xgboost)
  • UNIX tools and shell scripting
  • SQL skills for querying relational databases (e.g., SQL Server, DB2, MySQL)
  • Visualization tools like PowerBI
  • Kubernetes
  • Git Workflows (Pull Request, Code Review, Branching)

Responsibilities

  • Collaborate with business lines and other stakeholders and identify opportunities to drive business value by leveraging data science solutions
  • Leverage distributed computing tools (e.g., Spark, Cloud) for analysis, data mining, and modeling
  • Collaborate with data engineering, software developer, and other analytics teams to build analytical dataset and model
  • Create and apply model and algorithm testing strategies to measure, conduct testing to measure the effectiveness of models, and make ongoing changes
  • Prepare detailed documentation to outline data sources, models, and algorithms used and developed
  • Present results to business line stakeholders and help implement real data-driven changes
  • Work on challenging and research-based initiatives using advanced machine learning methods focusing on data-driven outcomes
  • Experiment & learn!

Scotiabank

Finance
Industry
10,001+
Employees

Mission & Purpose

Welcome to Scotiabank. We serve thousands of customers, families, and communities across the globe, helping them achieve success through advice, products, and services. Follow for news, insights, thought leadership and more.

Culture & Values

  • Respect

    Everyone is always treated with dignity; diverse backgrounds and experiences are what make us better as a whole.

  • Integrity

    Acting honorably comes first – earning the trust of our customers (and each other) is what matters most.

  • Passion

    We’re enthusiastic about what we do, and want you to feel the same way. Imagine coming in to work, and actually feeling excited to learn!

  • Accountability

    We commit, we take action, and most importantly, we take responsibility for those actions. It’s just the right thing to do.