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

ByteDance; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

ByteDance is seeking graduates and early-career engineers to develop domain-specific ML/LLMs and agents for fraud prevention across our global platform. You will analyze large-scale data to detect abnormal user behavior and build real-time prevention pipelines.

You will work with a cross-functional team to refine models, test effectiveness, and deploy solutions that protect our ecommerce ecosystem and user experience. Strong coding and analytical skills are essential.

Qualifications

• 1. Bachelor's or Master's in Software Development, Computer Science, Computer Engineering, or related technical discipline.
• 2. Good coding skills in one or more programming language.
• 3. Preferred: ML/LLM/Agentic systems knowledge with PyTorch, Scikit-learn, LangChain, HF Transformers.

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 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 to mitigate business risks.
• Collaborate with software platforms to develop/deploy/monitor the models.

Skills

Coding skills

Critical thinking

Data-driven communication

Education

Bachelor's or Master's in Software Development/CS/Computer Engineering

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:

A134681B

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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.

About the Team

• 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.

Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis.

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.

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.