E-Commerce Risk Detection Specialist
1 day ago
TikTok is the leading destination for short-form mobile video, with a global presence and headquarters in Los Angeles and Singapore.
Our mission is to inspire creativity and bring joy, and we're committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.
Job DescriptionWe're seeking a highly skilled E-Commerce Risk Detection Specialist to join our team in Singapore.
As a key member of our team, you'll be responsible for identifying algorithms for risk/violation/low-quality issues in e-commerce scenarios, including products, shopping cart short videos, and live streaming with products.
You'll also be responsible for mining and identifying algorithms to detect fraudulent behaviors and identify risky, violated, or low-quality merchants and creators.
Additionally, you'll optimize algorithms for large-scale brand libraries, products, and content deduplication/clustering, and work on data construction, instruction fine-tuning, CoT, alignment, and other tasks for large models in the e-commerce domain.
Required Skills and QualificationsTo succeed in this role, you'll need:
- A minimum qualification of a final year or recent graduate degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- Solid foundation in data structures/algorithms, proficient in machine learning/deep learning theory, and rich practical experience.
- Familiarity with 1-2 areas in natural language processing, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM.
- Excellent analytical and problem-solving skills, passionate about challenging problems.
- Good team spirit and strong communication skills.
As a valued member of our team, you'll enjoy a range of benefits, including:
- An estimated annual salary of SGD $120,000 - SGD $180,000.
- A dynamic and inclusive work environment that values diversity and creativity.
- Ongoing training and development opportunities to help you grow in your career.
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