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Machine Learning Engineer - Multimodal AI

Company: TikTok
Location: Mountain View
Posted on: July 27, 2022

Job Description:

About TikTokTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo.About the TeamAs an important part behind TikTok, our team was established to help realize our company vision, building a global platform for creation and communication. We are doing the world-class work in machine learning, computer vision, natural language processing, speech and audio, knowledge and data mining, and transferring our work into TikTok which are used by hundreds of millions of users around the world.The mission of the Applied Machine Learning group is to drive substantial impact for core businesses & consumer products by designing next-generation algorithms, systems & platforms.

  • Research large-scale multi-modal (computer vision, text, NLP, etc) algorithms and deploy them in applications including search, ads ranking, recommendation and trust & safety
  • Build machine learning solutions for business scenarios, improving modeling infrastructures, workflows, features & algorithms
  • Hold end-to-end ownership of production machine learning models from data collection & analysis, feature extraction, model training, evaluation, deployment & refreshRequirements
    • MS or above degree in Computer Science or related
    • Familiar with at least one mainstream deep learning programming framework (TensorFlow/Caffe/MXNet) and familiar with its architecture and implementation mechanism
    • Minimum 2-5+ years of engineering and/or algorithm experience in at least one field (vision, speech, natural language, general ML etc.)
    • Able to solve problems independently while good at team collaborationTikTok 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. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We believe individuals shouldn't be disadvantaged because of their background or identity, but instead should be considered based on their strengths and experience. We are passionate about this and hope you are too.

Keywords: TikTok, Mountain View , Machine Learning Engineer - Multimodal AI, Engineering , Mountain View, California

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