Senior ML Data Scientist Content Creation Technology Group
Company | Ubisoft |
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Location | Montreal, QC, Canada |
Salary | $Not Provided – $Not Provided |
Type | Full-Time |
Degrees | Master’s, PhD |
Experience Level | Senior |
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)