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Senior ML Data Scientist Content Creation Technology Group

Senior ML Data Scientist Content Creation Technology Group

CompanyUbisoft
LocationMontreal, QC, Canada
Salary$Not Provided – $Not Provided
TypeFull-Time
DegreesMaster’s, PhD
Experience LevelSenior

Requirements

  • Master’s degree and/or Ph.D. preferred in applied math, statistics, machine learning or equivalent experience
  • 3 to 5 years of complex experience and job-related in-depth expertise
  • Ability to use and develop machine learning algorithms and related proven methods
  • Ability to use advanced data science techniques
  • Ability to use statistics to understand behavior of systems and/or players
  • Being Familiar with Big Data Technology (Hadoop, Casandra, MongoDB, ElasticSearch)
  • Passion for using data science to solve problems
  • Ability to quickly assess a problem both qualitatively and quantitatively

Responsibilities

  • Create, validate, test and update ML algorithms and models
  • Identify, prepare, and analyze data for training and testing purposes
  • Conduct experiments, perform statistical analysis, fine-tune and optimize models
  • Use analytical rigor and statistical methods to analyze large amounts of data, developing actionable insights using advanced statistical techniques such as predictive statistical models, user/player profiling, segmentation analysis, survey design, analysis and data mining
  • Oversee and design various proofs of concept to validate AI projects
  • Research new ways for modeling and predicting behavior and design experiments to answer targeted questions
  • Collaborating with cross-functional teams to define project requirements and objectives
  • Conducting research to stay up to date with the latest advancements
  • Documentation, presentations, and knowledge sharing to communicate complex AI concepts to both technical and non-technical collaborators
  • Mentor other members of the team

Preferred Qualifications

  • Being familiar with distributed computing to train models
  • A good knowledge of cloud-based platforms is an asset
  • Bilingualism (French, English)