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    Engineer - Python Data - Vancouver, BC, Canada - Sprung Studios - UX-UI Design

    Sprung Studios - UX-UI Design
    Sprung Studios - UX-UI Design Vancouver, BC, Canada

    3 weeks ago

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    Description
    Sprung Studios is looking for a Prototype Engineer (ML Focus) to join its operations team in Vancouver, BC.

    Working alongside the Machine Learning Engineer, the Prototype Engineer (ML Focus) will play a critical role in developing and iterating on internal tools and solutions that leverage a blend of machine learning/deep learning and traditional software engineering.

    This is a dynamic, hands-on role where you will take ideas from initial concepts to working prototypes, focusing on applying cutting-edge AI/ML techniques to enhance the capabilities of our in-house applications.

    Sprung is a globally recognized partner for the games industry and has worked on some of the biggest games for clients such as EA, Microsoft, Bethesda, SEGA and many more.

    We make Sprung Studios a great home for people who love making games by setting a high bar for diversity and inclusion, and fostering a fair, collaborative, high-performing culture.

    that people work better when they have a healthy work/life balance (no overtime or crunch)
    in mental health being a primary focus for our studio
    that people work better with a mixture of remote and in-person collaboration

    leveraging our strengths, knowing our weaknesses, and being honest about both is the best way to succeed, whether that's in the office or in a game.

    that work can be a place where you make lifelong friends, partner with ambitious teammates, and embrace the joy of making games.

    that these beliefs will help us surface the best ideas, challenge the status quo, and ultimately make better games.

    Develop new internal tools from initial ideation to development of front-end and back-end services to support the product
    Develop, train, and deploy language, vision, and multimodal machine learning models using Python and frameworks like PyTorch
    Evaluate the performance of machine learning models and refine them based on testing and feedback
    Manage and optimize CI/CD pipelines to efficiently deploy machine learning models
    Engage in backend development using Go or Python to support the functionality of tools and prototypes
    Engage in basic frontend development (TypeScript, Vue) to put your ideas before users

    Expertise in Python, particularly with data science and machine learning libraries such as PyTorch and numpy
    Experience in training, evaluating, and deploying machine learning models
    Proficiency in sourcing, analyzing, and working with different types of data
    Familiarity with Git for version control
    Experience with AWS, especially in the architecture related to the deployment of backend services (e.g. Knowledge of building microservices and implementing event-driven architectures.
    Some limited experience in frontend development using TypeScript and Vue is preferred
    Familiar enough with frontend work to implement your product ideas from beginning to end
    At least 3 years of experience in machine learning and data science
    Some experience in frontend web development is preferred but not mandatory

    Bachelor's or Master's degree in Computer Science, Data Science, or a related computational/data-oriented field


    This role is ideal for a data scientist or machine learning engineer looking to apply their deep technical skills in a dynamic business context.

    The candidate will have opportunities to engage in front-end development as part of a broader role.

    Health Benefits and Retirement matching
    Access to Gym On-site
    Please note that there are no applications looking for remote work. We're dedicated to attracting, retaining, and developing our people regardless of gender identity, ethnicity, sexual orientation, disability, and age. Applications from all sectors of the community are encouraged.
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