Algorithm Engineer: Global E-Commerce & Knowledge Graph

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 90,000 - 140,000; Full time

Job summary

ByteDance is seeking software engineers to develop state-of-the-art models for large-scale product knowledge graphs, with applications in online shopping. You will tackle challenging NLP, CV and ML problems that affect millions of customers and the platform.

The role emphasizes building, optimizing and deploying algorithms in live environments, with strong emphasis on data-driven insights and robust, scalable solutions.

Qualifications

• Bachelor degree or above in a relevant field (CS/CE/Statistics/Data Science).
• Hands-on experience in NLP, CV, ML or DL areas as listed.
• Strong coding skills in Python/Java/C/C++/Spark.
• Familiar with PyTorch, TensorFlow or Keras.

Responsibilities

• Develop state-of-the-art models for product knowledge graphs and related tasks.
• Optimize algorithms for product matching, price comparison, and supply operational efficiencies.
• Maintain robustness and efficiency of live systems.

Skills

NLP techniques

Computer vision

Machine learning

Deep learning

Programming: Python/Java/C/C++/Spark

Problem solving

Education

Bachelor's degree or higher in CS/CE/Statistics/Data Science

Tools

PyTorch

TensorFlow

Keras

Job description

ByteDance is seeking software engineers to develop state-of-the-art models for large-scale product knowledge graphs, with applications in online shopping. You will tackle challenging NLP, CV and ML problems that affect millions of customers and the platform.

The role emphasizes building, optimizing and deploying algorithms in live environments, with strong emphasis on data-driven insights and robust, scalable solutions.