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Machine Learning Developer AIML
Machine Learning Developer AIMLUbisoft • Montreal, Quebec, Canada
Machine Learning Developer AIML

Machine Learning Developer AIML

Ubisoft • Montreal, Quebec, Canada
30+ days ago
Job type
  • Full-time
Job description

The  Data Platform Group part of the Ubisoft Data Office within Ubisoft IT develops Ubisofts data platform and manages data services and tools for all of the companys data. As a trusted enterprise-wide resource our products offer the tools and data infrastructure needed for the development of data services and products by all Ubisoft teams.

The Machine   Learning Developer - AI / ML role contributes to the establishment maintenance and evolution of the platform and internal tools to enable the development and deployment of machine learning models. The person works closely with online system and operations specialists programmers and data scientists. The specialist is responsible for the optimization of processes for the production launch of machine learning projects. The person is responsible for ensuring the security robustness and performance of machine learning solutions during production deployments.

What youll do

  • Govern and contribute to the industrialization of ML / AI projects focusing on the deployment and maintenance of pipelines and models in production.
  • Contribute to the identification of new or improved approaches and technical tools.
  • Acting as a consultant to guide technologies and / or advising on proofs of concept for forecasting / prescribing and AI projects.
  • Design and implement services tests and interfaces that support the deployment of ML projects.
  • Ensure the security robustness and performance of ML solutions during production deployments.
  • Design and implement scalable continuous and automated processes for deploying monitoring and versioning ML models.
  • Guide collaborate and support users in optimizing ML pipelines by becoming an expert on the Databricks platform.
  • Mentor and engage ML / AI practitioners at Ubisoft sharing knowledge and best practices in ML Ops.
  • Participate in proof-of-concept projects advancing knowledge of new ML technologies.

Qualifications :

  • 3 to 5 years of complex experience and in-depth expertise related to the position.
  • Team player and excellent organizational interpersonal and communication skills.
  • Passion for leveraging data science in problem solving.
  • Ability to assess problems quickly both qualitatively and quantitatively.
  • Ability to navigate between the big picture and the details of Data Science / ML Engineering with a strong programming background with Java Scala or Python.
  • Experience in Machine Learning Data Science or a related field with a focus on improving model and data quality and the proven ability to build automated AI processes and manage large-scale data pipelines.
  • Experience in deploying models setting up model validation and operationalizing AI / ML systems at scale in production environments.
  • Experience with ML concepts tools such as MLFlow and frameworks / libraries like Scikit-learn PyTorch XGBoost. Experience with Databricks is an asset.
  • Knowledge of Big DataSpark PySpark data engineering and pipeline architecture technologies is essential.
  • Have a foundation in software engineering principles and proficiency in DevOps tools and practices
  • Bachelors or Masters degree in Computer Science Computer Engineering or Software or equivalent.
  • Additional Information :

    We embrace a hybrid work model  helping you stay connected with your team and aligned with business priorities while giving you the opportunity to maintain your work-life balance. Note that some roles are fully office-based and are not eligible for hybrid work.

    Just a heads up : If you require a work permit your eligibility may depend on your education and years of relevant work experience as required by the government.

    Skills and competencies show up in different forms and can be based on different experiences thats why we strongly encourage you to apply even though you may not have all the requirements listed above.

    At Ubisoft you can come as you are. We embrace diversity in all its forms. Were committed to fostering a work environment that is inclusive and respectful of all differences

    Remote Work : No

    Employment Type : Full-time

    Key Skills

    Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting

    Experience : years

    Vacancy : 1

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    Machine Learning Developer • Montreal, Quebec, Canada

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