Research Scientist - Risk Control for LLMs & Autonomous Agents

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

ByteDance in Singapore is seeking graduates with a PhD to join our Risk Control R&D team. You will work on developing agent-based risk-control models, leveraging large models, multimodal data, and advanced ML techniques to identify risky content and improve defenses.

You will collaborate across product domains, tackle challenges in long-context information processing, and help translate research insights into scalable algorithms.

Qualifications

• PhD in Computer Science, Cybersecurity, or related technical field required.
• Strong coding skills in Python; familiarity with ML frameworks.
• Publications in high-impact AI/CS venues preferred.
• Excellent teamwork and communication abilities.

Responsibilities

• Develop agent-based risk-control models using large models and multimodal data.
• Research, design, and evaluate algorithms to detect and mitigate adversarial content.
• Collaborate across product and security teams to translate research into scalable solutions.

Skills

Python

Data structures & algorithms

Publications in AI conferences

Communication

Education

PhD in Computer Science/Cybersecurity/related

Tools

PyTorch

TensorFlow

Job description

ByteDance in Singapore is seeking graduates with a PhD to join our Risk Control R&D team. You will work on developing agent-based risk-control models, leveraging large models, multimodal data, and advanced ML techniques to identify risky content and improve defenses.

You will collaborate across product domains, tackle challenges in long-context information processing, and help translate research insights into scalable algorithms.