Participate in the construction of a multi-party joint modeling and data analysis platform; Work with product teams to understand key privacy requirements from TikTok product family and convert research outcomes into technical solutions and product prototypes; Work with research teams for complex experiments requiring optimized algorithms running on large datasets or sophisticated data processing; Build open-source tools and infrastructure for privacy related research and engage with community contributors in external events including meetups, hackathons, summits
Requirements:
PhD or Master's degree in Computer Science or a related field; Familiar with federated learning/distributed machine learning algorithms and experienced in federated learning frameworks and applications development; Familiar with machine learning and deep learning frameworks, like TensorFlow, Pytorch, JAX; Proficiency in at least one of the following programming languages, Go, C++, Python, Rust, Java; Ability to work globally and collaboratively within a team
Text:
Software Engineer, Machine Learning Participate in the construction of a multi-party joint modeling and data analysis platform; Work with product teams to understand key privacy requirements from TikTok product family and convert research outcomes into technical solutions and product prototypes; Work with research teams for complex experiments requiring optimized algorithms running on large datasets or sophisticated data processing; Build open-source tools and infrastructure for privacy related research and engage with community contributors in external events including meetups, hackathons, summits PhD or Master's degree in Computer Science or a related field; Familiar with federated learning/distributed machine learning algorithms and experienced in federated learning frameworks and applications development; Familiar with machine learning and deep learning frameworks, like TensorFlow, Pytorch, JAX; Proficiency in at least one of the following programming languages, Go, C++, Python, Rust, Java; Ability to work globally and collaboratively within a team
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