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

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 52,000 - 90,000; Full time

Job summary

ByteDance seeks a talented graduate to join the E-Commerce Risk Control (ECRC) team. You will develop domain-specific ML/LLMs/agents to detect and prevent cross-domain fraud, analyze large-scale data to uncover risky patterns, and productionize real-time prevention pipelines for a global platform.

The role offers opportunities to work with cross-functional teams, explore advanced AI models, and grow in a fast-paced tech environment. Fresh graduates are welcome to apply.

Qualifications

• Bachelor's or Master's in Software Development, Computer Science, Computer Engineering, or related technical field.
• Strong coding skills in one or more programming languages.

Responsibilities

• Develop domain-specific ML/LLMs/Agents to decode and prevent cross-domain fraudulent activities.
• Analyze large-scale data to identify abnormal user behavior and evolving risk patterns.
• Deploy AI agent pipelines for real-time prevention under high traffic.
• Evaluate the effectiveness of built solutions through testing.
• Collaborate with cross-functional teams to mitigate business risks.

Skills

CS/SE degree

Coding skills

Education

Bachelor's or Master's in Software Development / CS / CE

Tools

PyTorch

Scikit-learn

LangChain

Hugging Face Transformers

Job description

About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

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.

About the Team

The E-Commerce Risk Control (ECRC) team is missioned: - To protect E-Commerce users, including and beyond buyer, seller, creator; - By securing the integrity of our ecommerce ecosystem and providing a safe shopping experience on the platform; - Through building infrastructures, platforms and technologies, as well as collaborating with many cross-functional teams and stakeholders.

We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.

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 Bachelor's degree or Master's 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.