Machine Learning Deployment Developer
Machine Learning Deployment Developer
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Job Description
Ubisoft IT is looking for an Machine Learning (ML) Deployment Developer to join the Consumer Data Domain team which is part of the Ubisoft Data Office (UDO) department. This teams main mission is to leverage data to improve the consumer experience by engaging with all our users along their journey.
As a ML Deployment Developer within this team you will be responsible for deploying and managing the infrastructure supporting scalable machine learning systems. You will also contribute to the implementation of microservices and associated APIs helping to maintain the trust and safety of our users. You will ensure the delivery of highquality products by integrating research and engineering cycles from the prototyping phase to production.
Responsibilities:
- Design prototype build and maintain microservices & APIs that deliver data and models to teams and projects across Ubisoft;
- Build pipelines and batch processes that move and transform data;
- Build and manage a scalable infrastructure in the cloud;
- Participate in the decisions and implementations to improve the platforms quality;
- Participate in proofofconcept (POC) projects to advance your understanding of new data and Machine Learning related technologies;
- Write optimize and produce highquality code that can run at scale using modern best practices such as Machine Learning Operations (MLOps);
- Collaborate with data and machine learning engineers to ship models or prediction pipelines to production in our internal or public cloud infrastructures;
- Take ownership of the projects you build while ensuring they progress accordingly.
Qualifications :
- Previous experience in Software/Data engineering or a related field;
- Solid experience with programming languages such as Python Rust or Spark;
- Experience building and interacting with REST APIS and familiarity with the principles of microservice architecture and API design;
- Proficient experience using Kubernetes;
- Good experience using cloud technologies such as AWS and Azure;
- Experience deploying machine learning models to production.
Additional Information :
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 that is why we strongly encourage you to apply even though you may not have all the requirements listed above.
At Ubisoft we embrace diversity in all its forms. Were committed to fostering an inclusive and respectful work environment for all. We know the importance of providing a pleasant interview experience therefore if you need any accommodation please let us know if there is anything we can do to facilitate the interview process.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
