Senior Research Engineer, Machine Learning
3 weeks ago
We are seeking a highly skilled Research Engineer to join our Privacy Innovations Lab at TikTok. As a key member of our team, you will be responsible for researching and developing advanced privacy technologies and theories to protect our users' data.
Responsibilities- Design and develop a multiparty joint modeling and data analysis platform to ensure data privacy and security.
- Collaborate with product teams to understand key privacy requirements and convert research outcomes into technical solutions and product prototypes.
- Work with research teams to conduct complex experiments requiring optimized algorithms and large datasets.
- Build open-source tools and infrastructure for privacy-related research and engage with community contributors.
- PhD or Master's degree in Computer Science or a related field, or 3+ years of experience in related fields.
- Familiarity with federated learning and distributed machine learning algorithms, as well as experience with federated learning frameworks and applications development.
- Knowledge of machine learning and deep learning frameworks, such as TensorFlow, PyTorch, and JAX.
- Interest in privacy-enhanced techniques, including data and identity anonymization, differential privacy, and secure multiparty computation.
- Proficiency in at least one programming language, such as Go, C++, Python, Rust, or Java.
- Ability to work globally and collaboratively within a team.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. We are passionate about celebrating our diverse voices and creating an environment that reflects the many communities we reach.
We are committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs, or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us.
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San Jose, California, United States Jobs for Humanity Full timeJob DescriptionAt Jobs for Humanity, we're committed to creating an inclusive and just employment ecosystem. As a Senior Research Engineer, Machine Learning, you'll play a crucial role in building a multiparty joint modeling and data analysis platform.In this role, you'll work with product teams to understand key privacy requirements from TikTok's product...
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