Machine Learning Deployment Developer

Ubisoft; Montreal; On-site; CAD 70,000 - 110,000; Full time

Job summary

An innovative entertainment company is seeking a Machine Learning Deployment Developer to join their dynamic team. This exciting role involves deploying and managing infrastructure for scalable machine learning systems, contributing to the development of microservices and APIs, and ensuring high-quality product delivery. You will collaborate with engineers to implement cutting-edge technologies that enhance user experiences across various platforms. If you are passionate about technology and eager to tackle game-changing challenges, this is the perfect opportunity to make a significant impact in the gaming industry.

Qualifications

• Experience in software/data engineering or related fields is essential.
• Strong programming skills in Python, Rust, or Spark are required.

Responsibilities

• Design and maintain microservices and APIs for data delivery.
• Build scalable infrastructure in the cloud and manage ML systems.

Skills

Python

Rust

Spark

Machine Learning Operations (MLOps)

REST APIs

Kubernetes

AWS

Azure

Education

Degree in Software/Data Engineering or related field

Tools

Cloud technologies

Job description

Company Description

Ubisoft’s 19,000 team members, working across more than 30 countries around the world, are bound by a common mission to enrich players’ lives with original and memorable gaming experiences. Their commitment and talent have brought to life many acclaimed franchises such as Assassin’s Creed, Far Cry, Watch Dogs, Just Dance, Rainbow Six, and many more to come. Ubisoft is an equal-opportunity employer that believes diverse backgrounds and perspectives are key to creating worlds where both players and teams can thrive and express themselves. If you are excited about solving game-changing challenges, cutting-edge technologies, and pushing the boundaries of entertainment, we invite you to join our journey and help us create the unknown.

Job Description

Ubisoft IT is looking for a Machine Learning (ML) Deployment Developer to join the Consumer Data Domain team which is part of the Ubisoft Data Office (UDO) department. This team’s 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 high-quality 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 platform’s quality;
• Participate in proof-of-concept (POC) projects to advance your understanding of new data and Machine Learning related technologies;
• Write, optimize, and produce high-quality 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. We’re 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.

Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Information Technology

Industries

Entertainment