Algorithm Engineer - Global E-Commerce (Knowledge Graph)

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Analytical skills","Problem-solving"]

Develop and continuously optimize state-of-the-art models for large-scale product knowledge graphs that improve online shopping experiences. Work on algorithm solutions for product matching and price comparison to enhance supply operational efficiency, while ensuring robustness, stability, and computational efficiency in live business environments. Apply expertise across NLP, computer vision, deep learning, and machine learning using modern coding and deep learning frameworks.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
ByteDance
ByteDance
1 month ago

Algorithm Engineer - Global E-Commerce (Knowledge Graph)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 30 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Develop and continuously optimize state-of-the-art models for large-scale product knowledge graphs that improve online shopping experiences. Work on algorithm solutions for product matching and price comparison to enhance supply operational efficiency, while ensuring robustness, stability, and computational efficiency in live business environments. Apply expertise across NLP, computer vision, deep learning, and machine learning using modern coding and deep learning frameworks.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Develop state-of-the-art models for large-scale product knowledge graphs to improve online shopping experiences.
  • •Build and continuously optimize algorithm solutions for product matching and price comparison to improve supply operational efficiencies.
  • •Continuously maintain and improve robustness, stability, and computational efficiency of algorithm solutions in live business environments.

Key Requirements

  • •Bachelor’s or above in computer science, computer engineering, statistics, applied mathematics, data science, or a related field.
  • •Hands-on expertise in at least one area such as natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, or text mining.
  • •Hands-on expertise in at least one area such as computer vision, facial recognition, multimodal learning, object detection & tracking, or image classification.
  • •Hands-on ML expertise such as machine learning, transfer learning, graph embedding, representative learning, large-scale optimization, recommendation, or reinforcement learning.
  • •Strong coding skills in one or more of Python, Java, C/C++, or Spark, plus familiarity with deep learning frameworks such as PyTorch, TensorFlow, or Keras.
Experience:E-commerceInternet
Education:Bachelor's
Skills:Analytical skillsProblem-solving
Tech Stack:PythonJavaC/C++SparkPyTorchTensorFlowKeras

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn