ML Engineer - Multi-Modal Search & Ranking

TikTok; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

TikTok is seeking a recent graduate to join our search algorithm team for a global e-commerce product. You will improve search quality, relevance and ranking using large-scale ML, NLP, CV and multi-modal tech, collaborating with data, product, and engineering teams.

We value strong coding skills, a CS/Software degree, and the ability to analyze complex data to solve problems. onboarding by year end; rolling applications.

Qualifications

• Bachelor's or Master's in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
• Excellent coding skills. Solid knowledge of data structure and algorithms.
• Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.
• Industry work experience in machine learning. Good product sense with a focus on user experience.

Responsibilities

• Improve the basic search quality and user experience: Optimize query analysis and text relevance matching. Understand e-commerce video content and implement multi-modal matching.
• Design and implement the end-to-end ranking system (recall, first stage ranking, final stage ranking and mixed row).
• Promote the development of the ecosystem: solve challenging problems such as supply and demand matching, business cold start, and sustainable growth.
• Participate in the exploration and development of personalized AI search, with a focus on harness engineering and automated evaluation.
• Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
• Work with the relevant software platforms in which the models are deployed.

Skills

Strong coding skills

Data structures & algorithms

Analytical thinking

Machine learning exposure

Product sense

Education

Bachelor's or Master's in CS/Software

Job description

TikTok is seeking a recent graduate to join our search algorithm team for a global e-commerce product. You will improve search quality, relevance and ranking using large-scale ML, NLP, CV and multi-modal tech, collaborating with data, product, and engineering teams.

We value strong coding skills, a CS/Software degree, and the ability to analyze complex data to solve problems. onboarding by year end; rolling applications.