Senior ML Engineer - E-commerce Search & Merchant Tools

TikTok; Seattle (WA); On-site; USD 207,000 - 368,000; Full time

Job summary

TikTok is seeking a talented ML Engineer to join the e-commerce alliance team. You will design and build large-scale ML algorithms to optimize e-commerce search, including ranking, query analysis, and sorting metrics, supporting millions of merchants and creators.

You will leverage sparse data and deep learning frameworks (TensorFlow/Caffe/MXNet) to improve matching, monetization, and user experience, while collaborating with cross-functional teams.

Qualifications

• Proficient in at least one programming language: C++, Python, Shell.
• Experience in algorithm development, familiar with sparse data and ML optimization.
• Familiar with deep learning frameworks (TensorFlow/Caffe/MXNet) and related algorithms.

Responsibilities

• Design and build large-scale ML algorithms to optimize e-commerce search (ranking, query analysis, relevance, CTR, CVR).
• Develop ML solutions using large-scale data to empower merchants and improve platform matching.
• Analyze creator and merchant behavior to craft targeted strategies and monetize effectively.

Skills

C++

Python

Shell

Tools

TensorFlow

Caffe

MXNet

Job description

TikTok is seeking a talented ML Engineer to join the e-commerce alliance team. You will design and build large-scale ML algorithms to optimize e-commerce search, including ranking, query analysis, and sorting metrics, supporting millions of merchants and creators.

You will leverage sparse data and deep learning frameworks (TensorFlow/Caffe/MXNet) to improve matching, monetization, and user experience, while collaborating with cross-functional teams.