E-commerce LLM Engineer: Governance & Innovation

TikTok; Singapore; Vor Ort; SGD 120.000 - 180.000; Vollzeit

Zusammenfassung

TikTok in Singapore seeks talented AI engineers to advance large language and multimodal models for e-commerce governance and risk management. You will collaborate with cross-functional teams to build robust AI systems that scale across global markets, addressing moderation, policy recommendations, and multilingual challenges.

The role emphasizes cutting-edge AI techniques, domain-specific model improvements, and delivering practical governance solutions while enabling growth and innovation

Qualifikationen

• Bachelor's or Master's in Software Development, Computer Science, Computer Engineering or related technical discipline.
• Solid programming skills and strong foundation in data structures and algorithms.
• Strong ML foundation with DL, RL, NLP or multimodal learning experience.
• Good communication and collaboration skills to explore new technologies and drive innovation.

Aufgaben

• Build domain-specific large language models (LLM/MLLM) for e-commerce and integrate domain knowledge.
• Develop e-commerce governance solutions; improve merchant/product/video/live-stream/IPR governance via optimization.
• Handle data construction, foundational model enhancements, instruction tuning, CoT and PEFT for model performance.
• Address challenges like long text modeling, few-shot learning, content moderation, and policy recommendations using large models and multimodal approaches.
• Research and optimize e-commerce NLP and multimodal models for multilingual, multi-task scenarios.

Kenntnisse

Programming skills

Data structures

Machine learning

NLP

Multimodal learning

Ausbildung

Bachelor's or Master's in Software Development/CS/CE

Tools

Algorithmic frameworks

Jobbeschreibung

TikTok in Singapore seeks talented AI engineers to advance large language and multimodal models for e-commerce governance and risk management. You will collaborate with cross-functional teams to build robust AI systems that scale across global markets, addressing moderation, policy recommendations, and multilingual challenges.

The role emphasizes cutting-edge AI techniques, domain-specific model improvements, and delivering practical governance solutions while enabling growth and innovation