Machine Learning Engineer (CV/NLP/Multimodal/LLM), TikTok Global E-Commerce - 2025 Start
Join us to apply for the Machine Learning Engineer (CV/NLP/Multimodal/LLM), TikTok Global E-Commerce - 2025 Start role at TikTok .
Responsibilities
- Identify algorithms for risk, violation, and low-quality issues in e-commerce scenarios such as products, shopping carts, short videos, and live streaming.
- Mine and develop algorithms to detect fraudulent behaviors and identify risky, violated, or low-quality merchants and creators.
- Optimize algorithms for large-scale brand libraries, products, and content deduplication/clustering.
- Work on data construction, instruction fine-tuning, CoT, alignment, and other tasks for large models in the e-commerce domain to enhance their effectiveness.
- Explore reinforcement learning and operational research algorithms for intelligent dispatching and audit scheduling to improve quality and efficiency.
Qualifications
Minimum Qualifications
- Final year or recent graduate in Software Development, Computer Science, or related fields.
- Strong foundation in data structures/algorithms, machine learning/deep learning theory, with practical experience.
- Familiarity with 1-2 areas among NLP, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM.
- Excellent analytical, problem-solving, and communication skills.
Preferred Qualifications
- Practical experience in relevant business scenarios and good teamwork skills.
- Published papers in top conferences or competition experience.
- Experience with DALL-E, CLIP, GLIDE, or related projects.
- Success in international competitions in related fields.
Note: TikTok prioritizes applicants with the right to work in Singapore without visa sponsorship.
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