Tech Lead & ML Engineer — E‑commerce Search

ByteDance; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

ByteDance's Search E-Commerce team seeks a Tech Lead, Machine Learning Engineer to drive the development of a cutting-edge search experience used by billions of users worldwide. You will own core ML models, ranking systems, and multi-modal matching, and work across NLP, CV, and recommendations to raise relevance and GMV.

You'll lead a talented team, design scalable solutions, monitor performance, and collaborate with product and engineering stakeholders to deliver end-to-end improvements in

Qualifications

• 5+ years of industry work experience in NLP, Ranking, Ads, Search Engine, Recommendation systems, and Machine Learning.
• Solid technical skills: Excellent coding skills. Strong data-structure and algorithms knowledge; strong analytical and modeling abilities.

Responsibilities

• Lead the Search E-commerce business in core directions: improve search quality and user experience; multi-modal matching; end-to-end shopping experience.
• Design and implement end-to-end ranking system using behavioral data to model user interests and boost GMV.
• Promote ecosystem development: solve supply-demand, cold-start and growth challenges for sustainable GMV.
• Monitor results and quality of software solutions and projects across the organization.

Skills

NLP

Ranking

Ads

Search Engine

Machine Learning

Job description

ByteDance's Search E-Commerce team seeks a Tech Lead, Machine Learning Engineer to drive the development of a cutting-edge search experience used by billions of users worldwide. You will own core ML models, ranking systems, and multi-modal matching, and work across NLP, CV, and recommendations to raise relevance and GMV.

You'll lead a talented team, design scalable solutions, monitor performance, and collaborate with product and engineering stakeholders to deliver end-to-end improvements in