ML Engineer, Search & Multimodal Ranking

ByteDance; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok is seeking a seasoned Search/ML Engineer to join the Singapore team. You will work on building and owning TikTok's search engine, combining information retrieval with ML methods, NLP, and multimodal techniques to deliver the best user search experience.

Your role will involve optimizing search quality and leveraging modern ML methods to enhance ranking, with focus on query understanding and video understanding.

Qualifications

• Bachelor degree in computer science or related technical discipline.
• Minimum 5 years of experience in search / recommendation.
• Proficient coding skills in C++, Python, or Java and strong algorithms & data structures.

Responsibilities

• Optimize the searching quality to provide TikTok's users the best search experience.
• Combine your understanding of product objectives with ML/NLP/Multimodal techniques to improve search ranking, including query understanding and video understanding.

Skills

C++

Python

Java

Algorithms

Data structures

NLP

Ranking

Ads

Search engine

Recommender System

Machine Learning

Education

Bachelor degree in Computer Science

Job description

TikTok is seeking a seasoned Search/ML Engineer to join the Singapore team. You will work on building and owning TikTok's search engine, combining information retrieval with ML methods, NLP, and multimodal techniques to deliver the best user search experience.

Your role will involve optimizing search quality and leveraging modern ML methods to enhance ranking, with focus on query understanding and video understanding.