Tech Lead Manager, Multimodal Machine Learning

2 weeks ago

Vancouver, British Columbia, Canada TikTok Full time
Responsibilities
TikTok 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.

Why Join Us
At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform.

We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes.

Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility.

Join us and make impact happen with a career at TikTok.


Our Trust and Safety RD team is fast growing and responsible for building machine learning models and systems to identify and defend internet abuse and fraud on our platform.

Our mission is to protect billions of users and publishers across the globe every day.

We embrace the state-of-the-art machine learning technologies and scale them to detect and improve the tremendous amount of data generated on the platform.

With the continuous efforts from our team, TikTok is able to provide the best user experience and bring joy to everyone in the world.


We are looking for a hands-on leader with solid experience in designing and deploying state-of-the-art models in the combination of NLP and CV related areas.

This position will work with a team of excellent research scientist and machine learning engineer who can take initiatives, design and develop advanced machine learning solutions, and deploy them directly to TikTok's global platform.

Responsibilities - What You'II Do

  • Play a key role in designing next generation CV/NLP/Audio multimodality models
  • Work on highlyscalable classifiers, predictive models and algorithms in big data mining, computer vision, NLP and other domains
  • Work with engineering teams to implement model pipeline and deploy the service at scale
  • Collaborate with product team to define objectives and improve trust and safety strategy
  • Collaborate with data analyst to understand and find data patterns

Qualifications:

  • 5+ years handson experience in one or more of the areas: machine learning, deep learning, computer vision, NLP, Audio, content understanding or participating in largescale online machine learning platforms are preferred
  • 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
  • Experience in trust and safety area is a plus
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.

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 are passionate about this and hope you are too.

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