Machine Learning Engineer (Recommendation) - Global E-Commerce
BYTEDANCE PTE. LTD.
Singapore, Singapore
Not specified (potentially hybrid or fully remote based on company culture).
Deep learning algorithms
Recommendation system architecture
C++ and python programming
ByteDance is seeking a Machine Learning Engineer to enhance their e-commerce recommendation systems. The ideal candidate will possess strong programming skills and experience in applied machine learning, particularly in recommendation algorithms
Job Summary
The team focuses on developing cutting-edge solutions for e-commerce recommendation systems across multiple countries.
Candidates will optimize models at massive scales using deep learning, transfer learning, and multi-task learning techniques.
ByteDance values curiosity, humility, and an 'Always Day 1' mindset to achieve meaningful breakthroughs.
Matching Summary
Match Score: 85
ByteDance is seeking a Machine Learning Engineer to enhance their e-commerce recommendation systems. The ideal candidate will possess strong programming skills and experience in applied machine learning, particularly in recommendation algorithms.
Skills & Requirements
Must-have
Deep learning algorithms
Recommendation system architecture
C++ and Python programming
Big Data tools (Spark/Hive)
TensorFlow or PyTorch
Nice-to-have
Publications at top ML conferences
Experience in cold-start problems
Strong problem-solving skills
ACM-ICPC competition performance
GitHub machine learning projects
Key Requirements
Bachelor's degree in Computer Science or related field
Proficiency in data structures and algorithms
Experience with recall, sort, and reranking components