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RBC

AI Scientist - Algorithmic Trading/Finance, Enterprise Model Risk Mgmt (Winter 2021 Co-op)

RBC
Location
Toronto, ON
Details
Full Time
6 days ago
What is the opportunity?

RBC is a global leader in applying Artificial Intelligence (AI) in various aspects of banking in order to creat value for our clients; from advice center chatbots and intlligent mobile app features in personal banking to AI- powered algorithmic trading agents in capital markets. A failure to effectively prepare for and manage emerging model risk related to AI would subject RBC to unwarranted potential financial, regulatory, and reputational risks.

The Enterprise Model Risk Management (EMRM)- AI model validation team within the RBC Group Risk Management is mandated with quantification and management of the potential model risk arising from deploying AI powered techologies across the bank.Reporting to the Senior Director, AI Model Risk group, the incumbent will be working closely with the senior AI-scientists, engineers and risk managers to further develop the bank's model risk framework for testing and monitoring of intelligent AIgo trading systems. The role will provide a unique opportunity to work closely with the AI scientists and model risk managers in RBC and get exposure to cutting edge techniques employed in electronic trading risk management of AI-Algo systems.

Please note: by applying to this requisition, you will be considered for the following roles:
  • AI/Algorithmic Trading Model Validation
  • AI/Finance Model Validation


  • What will you do?
  • The role requires you to be innovative and a fast learner capable of thinking outside the box in order to research, prototype and automate wide variety of tests, analytic modules, and a monitoring tool used to assess the performance of trading algorithms.
  • You will research novel machine learning & statistical methodologies across various disciplines (such as control theory, robotics, etc.) and build prototype applications in Algo trading space
  • Establish scalable, efficient, automated tools and processes for large scale data analyses, neural networks, model validation, and model monitoring


  • What do you need to succeed?

    Must-have
  • Progress towards a PhD or M.Sc. degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, Quantitative Finance, Statistics
  • Advanced skills (either via course work or research activity) in mathematical optimization, scientific computing, stochastic control theory, statistical learning
  • Ability to apply critical thinking and scientific rigor in order to deal with ambiguity and open ended questions
  • Proficient programming skills in R and SQL
  • Advanced Python coding skills: hands on experience with machine/deep learning development platforms such as Scikit Learn, SciPy, Tensorflow, PyTorch, Keras, OpenAI Gym etc.
  • Comfortable with command line tools in a Linux or Windows environment e.g. Linux (bash, Powershell, ssh, etc)


  • Nice-to-have
  • Familiarity with basics of quantitative finance and algorithmic trading strategies
  • Experience with version control using Git
  • Exposure to the Big Data ecosystem (Spark, Hadoop)
  • Familiarity with basics of quantitative finance


  • What's in it for you?

    We thrive on the challenge to be our best, progressive thinking to keep growing, and working together to deliver trusted advice to help our clients thrive and communities prosper. We care about each other, reaching our potential, making a difference to our communities, and achieving success that is mutual.
  • Leaders who support your development through coaching and managing opportunities
  • Ability to make a difference and lasting impact
  • Work in a dynamic, collaborative, progressive, and high-performing team
  • Opportunities to do challenging work and make a difference
  • Opportunities to building close relationships


  • About RBC
    Royal Bank of Canada is Canada's largest bank, and one of the largest banks in the world, based on market capitalization. We are one of North America's leading diversified financial services companies, and provide personal and commercial banking, wealth management, insurance, investor services and capital markets products and services on a global basis. We have over 80,000 full- and part-time employees who serve more than 16 million personal, business, public sector and institutional clients through offices in Canada, the U.S. and 37 other countries. For more information, please visit rbc.com .

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    Inclusion and Equal Opportunity Employment
    RBC is an equal opportunity employer committed to diversity and inclusion. We are pleased to consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veterans status, Aboriginal/Native American status or any other legally-protected factors. Disability-related accommodations during the application process are available upon request.

    JOB SUMMARY

    City: Toronto
    Address: Your Home Office
    Work Hours/Week: 37.5
    Work Environment: Your Home Office
    Career Level: Student Job
    Job Posting End Date: 11/08/2020
    Req ID: 274538

    Posting Notes:
    Category
    Banking, Finance and Insurance