Graduate ML Engineer for Real-Time Fraud & Risk AI

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

Job summary

ByteDance Singapore is seeking a highly capable researcher/engineer to develop domain-specific machine learning models, LLMs and AI agents to decode and prevent cross-domain fraudulent activities on our platforms.

The role involves analyzing massive security data to identify abnormal user behavior, productionizing AI pipelines for real-time prevention, and working with cross-functional teams to mitigate business risks. Graduation date and availability should be stated in your resume.

Qualifications

• Individuals who are completing or have recently completed a PhD degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
• Good coding skills in one or more programming language.

Responsibilities

• Develop domain-specific ML/LLMs/Agents to decode and prevent cross-domain fraudulent activities.
• Analyze massive business and security data to mine abnormal user behavior, and uncover evolving risky patterns.
• Productionize AI agent pipelines engineered for real-time prevention under massive global traffic.
• Analyze/test the effectiveness of the built solutions.
• Work in a cross-functional team setting to mitigate business risks.
• Work with relevant software platform to develop/deploy/monitor the models.

Skills

Good coding skills in one or more

Education

PhD in Software Development, Computer Science, Computer Engineering

Tools

PyTorch

Scikit-learn

LangChain

Hugging Face Transformers

Job description

ByteDance Singapore is seeking a highly capable researcher/engineer to develop domain-specific machine learning models, LLMs and AI agents to decode and prevent cross-domain fraudulent activities on our platforms.

The role involves analyzing massive security data to identify abnormal user behavior, productionizing AI pipelines for real-time prevention, and working with cross-functional teams to mitigate business risks. Graduation date and availability should be stated in your resume.