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Machine Learning Engineer

2 months ago

Sydney, New South Wales, Australia TikTok Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our Trust and Safety team at TikTok. As a key member of our team, you will be responsible for designing and deploying state-of-the-art machine learning models and systems to identify and defend internet abuse and fraud on our platform.

Key Responsibilities
  • Build industry-leading content safety systems for TikTok
  • Develop highly-scalable classifiers, tools, models, and algorithms leveraging cutting-edge machine learning, computer vision, and data mining technologies
  • Understand product objectives and improve trust and safety strategy and model's performance
  • Work with cross-functional teams to protect TikTok globally
  • Collaborate with data analysts to understand and find data patterns
Requirements
  • 3+ years of experience in one or more of the areas: machine learning, deep learning, computer vision, NLP, Audio, content understanding, or participating in large-scale online machine learning platforms
  • Skilled in pre-training foundation technologies, including efficient training and pre-training as a service, downstream applications of NLP/CV/Video
  • Proficient in deep learning frameworks such as PyTorch and TensorFlow, and programming languages such as Python or Java
  • Good programming skills in Python and similar languages, and a deep understanding of data structures and algorithms
  • Good communication and teamwork skills, be passionate about learning new techniques and taking on challenging problems
  • Published papers in top AI conferences or journals is a plus
About Us

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. At TikTok, our mission is to inspire creativity and bring joy. We are passionate about this and hope you are too.