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Data Scientist
Confirmed live in the last 24 hours
Locations
Montreal, QC, Canada
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Agile
Computer Vision
Data Science
Pytorch
Tensorflow
Natural Language Processing (NLP)
Scikit-Learn
Requirements
  • Masters or PhD degree in computer science, engineering, statistics, math or related field
  • Extensive experience in at least one area: machine learning, statistics, time series analysis, deep learning, NLP, computer vision, etc
  • Proven track record in a data science role solving real-world business problems
  • Experience working with large datasets, data cleaning, preprocessing, and feature engineering
  • Experience building, validating, deploying, monitoring, and updating predictive models
  • Experience with machine learning tools and packages such as Tensorflow, Pytorch, Xgboost, Scikit-learn
  • Excellent programming and scripting skills
  • Experience working independently and delivering results
  • Excellent written and oral communication skills, experience communicating complex ideas clearly and concisely to peers and stakeholders
  • Strong collaboration skills
  • Positive, team focused attitude
  • Publications in relevant conferences and journals
  • Experience with running machine learning models on cloud platforms
  • Experience with hardware (GPU, FPGA,...)
  • Software best practices (agile, version control, experiment tracking, code review etc.)
Responsibilities
  • End-to-end development of machine learning models
  • Analyze large datasets and develop opportunities to add value using machine learning and statistics
  • Translate business needs into data science projects
  • Collaborate with stakeholders from different departments at each stage of project
  • Communicate projects and results to audiences with different backgrounds
DRW

1,001-5,000 employees

Proprietary trading firm
Company Overview
DRW's mission is to build revolutionary finance. The company is doing this by building a system that applies modeling, technology and quantitative research to identify opportunities in the global financial markets.
Benefits
  • Daily catered breakfast & lunch
  • Massages
  • Social events
  • Gym subsidy
  • Flexible work arrangements
  • Monthly tastings
  • Game room
  • On-site yoga classes and meditation
  • Employee led affinity groups
  • Mentor/mentee outings
  • Trivia nights
  • Educational opportunities
  • DRW-sponsored sports teams
  • Poker tournament
  • Private mother's suite
Company Core Values
  • Integrity - In order to collaborate thoughtfully and build strong relationships, we value transparency and hold ourselves and our people accountable.
  • Critical thought - We like solving problems and discussing technical and research topics. We question what we think we know.
  • Learning - Continual growth and exploration, both formally and in our day-to-day interactions, helps build our skills individually and as a team.
  • Challenge consensus - We achieve the highest standard of success by challenging our decision making every day. Our formula? Strong opinions, loosely held.
  • Preparation - Always be prepared for the expected and the unexpected. We adapt as the markets evolve, and in-depth research helps us do that.
  • Respect - Our work environment is diverse, and that diversity makes us stronger. We collaborate thoughtfully, and hold each other in high regard.
  • Sense of urgency - In a fast-paced industry, we adapt and are always ready to act. Priorities shift, objectives evolve and we move quickly to adjust.