Backed by Index.
About the role
Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord plays a uniquely important role in the future of gaming, and we are focused on making it easier and more fun for people to hang out before, during, and after playing games.
What they're looking for
- Analyze data to identify risk patterns and inform the design of machine learning models
- Build, iterate on, and evaluate models that detect risk and anomalous behavior
- Work with product, engineering, legal, and Trust and Safety partners to deliver effective ML solutions
- Work with partner teams in Trust & Safety to curate golden label sets at scale and improve data labeling techniques for model training
- Deploy models into production systems, writing backend code as needed to ensure scalability and reliability, and monitor performance
- Document modeling approaches and systems, and apply current machine learning best practices
More about this role
Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord plays a uniquely important role in the future of gaming, and we are focused on making it easier and more fun for people to hang out before, during, and after playing games.
- Analyze data to identify risk patterns and inform the design of machine learning models
- Build, iterate on, and evaluate models that detect risk and anomalous behavior
- Work with product, engineering, legal, and Trust and Safety partners to deliver effective ML solutions
- Work with partner teams in Trust & Safety to curate golden label sets at scale and improve data labeling techniques for model training
- Deploy models into production systems, writing backend code as needed to ensure scalability and reliability, and monitor performance
- Document modeling approaches and systems, and apply current machine learning best practices
- 4+ years of experience in ML engineering or applied ML roles.
- Strong coding skills in Python and fluency in ML frameworks such as PyTorch, JAX, or TensorFlow.
- Experience building...
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