Machine Learning Engineer Graduate (Global E-Commerce, Risk Control) - 2027 Start (PhD)

ByteDance; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

ByteDance in Singapore is seeking a PhD-level researcher to develop domain-specific ML/LLMs and Agents to decode and prevent intricate fraud across domains. You will analyze massive data, build production-grade AI pipelines for real-time prevention, and work with cross-functional teams to mitigate risk while deploying scalable models.

The role emphasizes scientific rigor, hands-on ML tooling, and collaboration with global teams to achieve practical, impactful outcomes within a fast-growing tech

Qualifications

• PhD in Computer Science or related technical discipline completed or near completion.
• Strong coding skills in one or more programming languages.

Responsibilities

• Analyze massive data to mine abnormal user behavior and evolving patterns.
• Productionize AI agent pipelines for real-time prevention at large scale.
• Test and validate the effectiveness of built solutions.
• Collaborate in cross-functional teams to mitigate business risks.
• Develop, deploy and monitor models with relevant software platforms.

Skills

PhD in Computer Science

Strong coding skills

Education

PhD in Computer Science/Software Development

Tools

PyTorch

Scikit-learn

LangChain

Hugging Face Transformers

Job description

Join us as we work together to inspire creativity and enrich life around the globe.

Location:

Team:

Technology

Employment Type:

Regular

Job Code:

A100576

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Responsibilities

Develop domain-specific machine learning / LLMs / Agents to decode and prevent intricate, cross-domain fraudulent activties.

1. Analyze massive business and security data to mine abnormal user behavior, and uncover evolving risky patterns.
2. Productionize AI agent pipelines engineered for real-time prevention under massive global traffic.
3. Analyze / test the effectiveness of the built solutions.
4. Work in a cross-functional team setting to mitigate business risks.
5. Work with relevant software platform to develop/deploy/monitor the models.

Qualifications

Minimum Qualifications

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

Preferred Qualifications

1. Good knowledge on machine learning / LLM / Agentic system and hands-on experience with popular frameworks such as pytorch, Scikit-learn, LangChain, Hugging Face Transformers.
2. Ability to think critically, rationally, and communicate in result-oriented, data-driven manner.

Job Information

About Us

Why Join ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.