Empowering creators to build amazing experiences
Unity Technologies, headquartered in Vancouver, British Columbia, is the creator of the Unity game engine, widely used for developing both 2D and 3D games across multiple platforms. With over 1.5 million monthly active creators and customers including major studios like Electronic Arts and Ubisoft, ...
Unity offers competitive salaries, equity options, generous PTO policies, and flexible remote work arrangements. Employees also benefit from a compreh...
Unity fosters a culture of creativity and innovation, encouraging employees to experiment and push the boundaries of game development. The company val...
Unity • Montreal, Canada
Unity is hiring a Senior Machine Learning Developer for their Ads Foundation Modeling team to design and implement advanced fraud detection models. You'll work with Python and TensorFlow to enhance system performance and reliability.
You have 5+ years of experience in machine learning and data analysis, with a strong background in developing predictive models that drive business outcomes. Your expertise in Python and TensorFlow allows you to create high-performance algorithms that can scale effectively. You are skilled in analyzing user behavior and transaction patterns, enabling you to identify and mitigate fraudulent activities efficiently. You understand the importance of model reliability and continuously monitor performance to ensure accuracy in predictions. You thrive in collaborative environments, working closely with cross-functional teams to deliver impactful solutions. You are passionate about innovation and eager to tackle complex challenges in the field of machine learning.
Experience with large-scale data processing and familiarity with cloud platforms such as AWS or GCP would be a plus. Knowledge of statistical analysis and experience with A/B testing methodologies can enhance your contributions to the team.
In this role, you will design, implement, and maintain high-performance fraud detection models that identify and block fraudulent activities across various levels, including publisher, game, and user. You will develop systems to analyze user behavior, transaction patterns, and contextual signals, ensuring rapid and accurate detection of suspicious activities. You will collaborate with data scientists and engineers to refine algorithms and improve model performance through continuous monitoring and calibration. Your work will directly impact the safety and reliability of Unity Ads, making it a trusted platform for all stakeholders. You will also contribute to the overall strategy of the Foundation Modeling team, driving innovation and best practices in machine learning.
Unity fosters a culture of collaboration and innovation, providing an environment where you can grow and make a difference. We offer competitive compensation and benefits, along with opportunities for professional development. You will be part of a dynamic team that is dedicated to solving complex problems and delivering high-quality solutions. Join us in shaping the future of our ecosystem and making a significant impact in the industry.
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