LLM & Agent Systems Research Graduate (Search)

TikTok; Singapore; Sur place; SGD 140 000 - 230 000; Plein temps

Résumé du poste

TikTok is inviting applications for a LLM & Agent Algorithm Graduate (Search) with a 2027 start. You will join the TT-Search Algorithm & Applied AI team, based in Singapore, to work on advanced LLM and agent-based search innovations.

The role emphasizes research, collaboration, and impactful contributions to TikTok Search. As a graduate, you will tackle bold challenges in a fast-paced, supportive environment, with opportunities to publish and grow within a leading AI-driven platform.

Qualifications

• PhD in computer science or related discipline is required or recently completed.
• Strong ML/DL fundamentals; publications in top conferences are a plus.
• Experience with LLM/Agent projects and PyTorch/TensorFlow is preferred.

Responsabilités

• Build and optimize the search-domain LLM foundation and post-training pipelines.
• Develop the Agent execution framework (Harness) and multi-agent scheduling.
• Advance long-term memory, self-improvement, and RSI research.
• Create online Reward/Verifier systems and automated evaluation frameworks.
• Apply SOTA models for image/video generation and multimodal search.

Connaissances

Machine Learning / DL

LLM / Agent technologies

Publications in top conferences

PyTorch / TensorFlow

Distributed training / mixed-precision

RAG / RLHF / RL AIF

Formation

PhD in Computer Science or related

Outils

Spark

TensorRT

Description du poste

TikTok is inviting applications for a LLM & Agent Algorithm Graduate (Search) with a 2027 start. You will join the TT-Search Algorithm & Applied AI team, based in Singapore, to work on advanced LLM and agent-based search innovations.

The role emphasizes research, collaboration, and impactful contributions to TikTok Search. As a graduate, you will tackle bold challenges in a fast-paced, supportive environment, with opportunities to publish and grow within a leading AI-driven platform.