Machine Learning Engineer • Senior

Who you are

You hold a PhD in a relevant field and have early career experience in machine learning, demonstrating a strong foundation in both theoretical and practical aspects of the discipline. Your expertise in Python is complemented by hands-on experience with machine learning frameworks such as TensorFlow and PyTorch, allowing you to develop and implement complex algorithms effectively. You possess a deep understanding of predictive modeling and resource allocation, which is essential for optimizing engine performance in real-time environments. Your analytical skills enable you to interpret data and derive actionable insights, while your problem-solving abilities help you tackle unique technical challenges at scale. You thrive in collaborative settings, working closely with cross-functional teams to drive innovation and improve user experiences. You are passionate about leveraging technology to create safer and more engaging digital experiences for users.

Desirable

Experience with real-time systems and resource management is a plus, as is familiarity with game development or immersive digital experiences. A background in data-driven decision-making and adaptive algorithms will further enhance your contributions to the team.

What you'll do

In this role, you will establish the machine learning framework for predictive resource allocation and content fetching, replacing heuristic-based logic with adaptive, data-driven decision-making. You will collaborate with engineers and developers to integrate machine learning solutions into the existing engine architecture, ensuring smooth and responsive experiences for millions of users. Your work will involve analyzing user behavior and system performance to continuously refine and optimize algorithms. You will also be responsible for conducting experiments to validate the effectiveness of your models and iterating on them based on real-world feedback. As a key member of the team, you will contribute to shaping the future of human interaction within the Roblox platform, addressing challenges related to dynamic environments and unpredictable user behavior.

What we offer

At Roblox, you will be part of a mission-driven company that values creativity and innovation. We offer a collaborative work environment where your contributions will directly impact the experiences of millions of users worldwide. You will have access to cutting-edge technology and resources to support your work, along with opportunities for professional growth and development. Our culture encourages experimentation and learning, allowing you to explore new ideas and approaches in machine learning. We also provide competitive compensation and benefits to ensure that you are rewarded for your hard work and dedication.