Data Science AI Model Trainer

2 weeks ago


Singapore TikTok Full time

About the Role

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We are seeking a highly skilled Data Science AI Model Trainer to join our Trust and Safety team. As an ML Specialist, you will be responsible for training our global AI models (CV, OCR, NLP, Audio, Multimodel) to ensure accurate and efficient detection of unsafe content.

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You will work closely with the algorithm engineers, data labelling team, and product & process team to design and improve machine learning model operation processes. This role is crucial in ensuring the quality and relevancy of input into the model which will impact the overall safety of our users.

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Key Responsibilities:

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  • Collaborate with algo R&D and engineers to manage and optimize model service stability, ensuring stability of model lifecycle operation.">
  • Monitor and report on model performance, identify areas for improvement and implement necessary adjustments via solid root causes analyses.">
  • Responsible for resource management and planning of machine learning resources, including: cost efficiency enhancement, offline and online resources optimization, etc.">
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Requirements

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To be successful in this role, you will need:

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  • Bachelor's degree in Computer Science, Statistics, Data Science, Data Analytics or a related field. An advanced degree (Master's, PhD) is preferred.">
  • Extensive experience in machine learning, data science, and data governance. Proven experience in implementing MLOps processes is a plus.">
  • Prior experience with pre-trained models like CLIP is a plus.">
  • Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.">
  • Good communication skills and enjoy working with diverse teams globally.">
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About TikTok

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TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible.

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Why Work with Us

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Inspiring creativity is at the core of TikTok's mission. We create value for our communities, inspire creativity and bring joy - a mission we work towards every day.

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Diversity and Inclusion

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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.



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