Local Services ML Engineer - Personalization & Recommendations

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

ByteDance's Singapore Search team seeks a qualified engineer to advance local discovery of hospitality, dining and leisure experiences. You will work on large-scale ML models for search and recommendation, focusing on personalization and conversion efficiency.

You will design algorithms across the full stack, from query analysis to ranking, collaborating with cross-functional teams to drive ecosystem growth and user engagement in a dynamic tech environment.

Qualifications

• Excellent analytical and problem-solving skills.
• Strong foundation in ML/DL with NLP and Personalization experience.
• Strong coding skills with solid data structures and algorithms.
• Proficiency in Linux development environments.

Responsibilities

• Support local video service to enhance user discovery of life services.
• Improve search experience in local services and promote ecosystem growth.
• Apply large-scale ML techniques in search/recommendation for billions of users.
• Design and implement local services search algorithms across full stack.

Skills

Analytical problem-solving

ML / DL

NLP

Personalization

Coding (DS&A)

Linux development

Tools

Linux

Job description

ByteDance's Singapore Search team seeks a qualified engineer to advance local discovery of hospitality, dining and leisure experiences. You will work on large-scale ML models for search and recommendation, focusing on personalization and conversion efficiency.

You will design algorithms across the full stack, from query analysis to ranking, collaborating with cross-functional teams to drive ecosystem growth and user engagement in a dynamic tech environment.