Senior Machine Learning Engineer

2 weeks ago

Singapore TikTok Full time

Responsibilities
TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the team
The team use the most advanced AI technology to combat various risks/violations in TikTok's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem, high-quality content and merchandise are areas where we are constantly striving for improvement.
CCR (Consumer Complaint Rate) & VOC (Voice of Customer) serves as key tasks to measure the consumer satisfaction rates and identify the new trending issues that the ecosystem has, which helps to build a better e-commerce ecosystem.
1. Lead the CCR & VOC algorithm team, setting the technical development direction and OKR targets.
2. Optimize algorithms in the CCR domain and explore technical solutions based on LLMs to improve accuracy and business applicability.
3. Optimize algorithms in the VOC domain to explore LLMs and enhance risk discovery capabilities.
4. Collaborate closely with product and operations teams to ensure the accuracy and stability of CCR metrics, promoting them as core metrics in e-commerce.

**Qualifications**:
Minimum qualifications
2. Bachelor and above in Computer Science or related fields.
3. Solid programming skills and a strong background in data structures and algorithms; expertise in 1-2 areas such as NLP, computer vision (CV), and multimodal models.
4. Strong team spirit and communication skills, with the ability to explore and advance the implementation of new technologies collaboratively.
Preferred Qualifications
1. Management experience is a plus; experience in e-commerce is preferred.
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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