ML Engineer, E-commerce Risk & Graph Learning

ByteDance; Singapore; On-site; SGD 80,000 - 130,000; Full time

Job summary

ByteDance in Singapore is seeking talented individuals for AI roles aimed at enhancing the e-commerce ecosystem. This position involves using advanced algorithms to identify risks and providing critical support for business operations.

Applicants should hold or be completing a PhD in relevant fields like Software Development or Computer Science and possess strong coding skills in deep learning frameworks. The successful candidate will be engaged in cutting-edge research and technology applications in machine learning.

Qualifications

• Completing or recently completed a PhD degree.
• Solid coding skills and familiarity with deep learning frameworks.
• Industry experience with a strong theoretical foundation in machine learning.

Responsibilities

• Use algorithms to identify risks and low-quality aspects in e-commerce.
• Build data models for improving product experience and efficiency.
• Participate in developing large-scale graph storage and learning platforms.

Skills

Deep learning frameworks (e.g., PyTorch, TensorFlow)

Graph neural networks

Machine learning algorithms

Data modeling and experiments (numpy, pandas)

Education

PhD in Software Development, Computer Science, or related

Tools

Big data tools (Hive, Spark, Hadoop)

Job description

ByteDance in Singapore is seeking talented individuals for AI roles aimed at enhancing the e-commerce ecosystem. This position involves using advanced algorithms to identify risks and providing critical support for business operations.

Applicants should hold or be completing a PhD in relevant fields like Software Development or Computer Science and possess strong coding skills in deep learning frameworks. The successful candidate will be engaged in cutting-edge research and technology applications in machine learning.