ML Engineer Graduate: Real-Time Risk AI for E-Commerce

TikTok; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

TikTok is seeking a PhD-qualified candidate for a Machine Learning Engineer Graduate role in Singapore. You will join the Global E-Commerce, Risk Control program, focusing on preventing fraud and enhancing secure shopping experiences at scale.

As a graduate, you will work on domain-specific ML/LLM solutions, analyze vast data, and productionize AI pipelines for real-time defense. Embark on bold ideas with growth opportunities while onboarding by year-end.

Qualifications

• PhD completed or near completion in a technical field.
• Strong coding skills in one or more programming languages.
• Experience with ML / LLM frameworks is preferred.

Responsibilities

• Develop domain-specific machine learning / LLMs / Agents to decode and prevent intricate, cross-domain fraudulent activities.
• Analyze massive business and security data to mine abnormal user behavior and evolving risky patterns.
• Productionize AI agent pipelines for real-time prevention under global traffic.
• Analyze and test the effectiveness of built solutions.
• Collaborate in cross-functional teams to mitigate business risks.
• Develop/deploy/monitor models with relevant software platforms.

Skills

Programming

Critical thinking

Data-driven communication

Education

PhD in Computer Science or related field

Tools

PyTorch

Scikit-learn

LangChain

Transformers

Job description

TikTok is seeking a PhD-qualified candidate for a Machine Learning Engineer Graduate role in Singapore. You will join the Global E-Commerce, Risk Control program, focusing on preventing fraud and enhancing secure shopping experiences at scale.

As a graduate, you will work on domain-specific ML/LLM solutions, analyze vast data, and productionize AI pipelines for real-time defense. Embark on bold ideas with growth opportunities while onboarding by year-end.