Data Scientist (TensorFlow)

Data Scientist (TensorFlow)

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Toronto, ON

Information Technology




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Location: Toronto, ON, Canada

Job Type: Permanent

Date: 4/14/2022

Job ID: 9C39672414

Category: Information Technology

If you are a talented and experienced Data Scientist, David Aplin Group has the right opportunity for you for a remote position! 



  • Data Engineering – the candidate will organize, manipulate, filter, and visualize a large quantity of data. He will explore data reduction techniques to optimize memory allocation and processing time and build efficient ML training and validation pipeline
  • Reinforcement Learning – the candidate will improve current RL algorithms
  • Coding – the candidate will implement his research and code in Python/TensorFlow
  • Validation and deployment – Validate and tune models, deployment of these trading algorithms preferably in C++
  • Domain Expertise – the candidate is expected to gain a deep understanding of stock markets and quantitative trading strategies


Required Qualifications: 

  • Ability to apply critical thinking and creative problem-solving skills. The candidate must be able to make data-driven decisions
  • Must be able to self-motivate, bring his/her skills to the next level, and must be able to learn techniques quickly and effectively, and concepts
  • Proficiency in Machine learning and Deep Learning. The candidate must have a proven track record of deploying TensorFlow models in production and producing business value 
  • Proficiency in Python and TensorFlow
  • Expertise in SQL required, experience with APIs and knowledge of AWS Athena, AWS Sagemaker, and data architecture a plus
  • Must be able to communicate effectively & proactively with the team to accomplish business objectives
  • M.S. or Ph.D. in Quantitative disciplines such as Mathematics, Physics, Statistics, Data Science, or Quantitative Finance


Desired Qualifications:

  • Proficiency in Reinforcement Learning (DDQN, A2C, and A3C)
  • Proficiency in C++ programming
  • Familiarity with cloud-based platforms, in particular, AWS EC2, dockers
  • Strong understanding of statistics and linear regression
  • Good knowledge of signal processing and time series analysis


Job ID: 9C39672414


If you are interested in this position and meet the qualifications, apply today! We thank all applicants; however, only those who are authorized to work in Canada or are selected for an interview will be contacted. 


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