Full-Stack ML Engineer, Search & Ranking

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

ByteDance Singapore invites a talented software engineer to join the TikTok Search Team, building and optimizing full-stack search systems. You will work on query understanding, relevance, and ranking, applying ML, NLP, and CV techniques to deliver fast, accurate results.

Join a collaborative team blending research and engineering, with opportunities to impact global users and e-commerce search experiences on TikTok.

Qualifications

• Bachelor's or Master's in Computer Science/Engineering or related field.
• Proficient in C++, Python and Java with strong CS fundamentals.
• Solid knowledge of machine learning and practical experience.
• Excellent analytical and problem-solving skills.

Responsibilities

• Optimize full-stack algorithms for local services search.
• Improve TikTok core and vertical search quality (image-text, user, live).
• Develop search ranking algorithms using ML, NLP, CV.
• Optimize e-commerce search and recommendation services.
• Collaborate with product and infrastructure teams to ship global features.

Skills

C++/Python/Java

Algorithms

Data structures

Machine learning

Education

Bachelor's/Master's in CS/SE

Tools

C++

Python

Java

Job description

ByteDance Singapore invites a talented software engineer to join the TikTok Search Team, building and optimizing full-stack search systems. You will work on query understanding, relevance, and ranking, applying ML, NLP, and CV techniques to deliver fast, accurate results.

Join a collaborative team blending research and engineering, with opportunities to impact global users and e-commerce search experiences on TikTok.