Algorithm Engineer, Platform Governance (AI for E-commerce)

TIKTOK PTE. LTD.; Singapore; On-site; SGD 120,000 - 190,000; Full time

Job summary

TikTok is seeking a skilled ML/AI engineer for its Platform Governance team in Singapore. You will optimize NLP/CV/Multimodal models for e-commerce content understanding and risk control across product, videos, and livestreams.

You will build scalable AI/ML solutions, run experiments, and collaborate with a cross-functional team using Python/Go/C++ in a Linux environment. A strong foundation in ML/DL theory with practical application is required.

Qualifications

• At least 5 years of experience in related field.
• Bachelor's degree in Computer Science or related major.
• Master machine learning/deep learning theoretical knowledge, and have rich practical experience.
• Familiar with 1-2 fields in Data Mining, NLP, Computer Vision or Graph Algorithm.
• Possess Linux environment R&D capabilities, proficient in Python/Go/C++.
• Excellent analysis and problem-solving skills, passion for challenging problems.
• Have a good team spirit and strong communication skills.

Responsibilities

• Responsible for the optimization of NLP/Computer Vision/MultiModal algorithms for content understanding, and applying them to the scenarios of e-Commerce.
• Responsible for the recognition of the risk/low quality/style issue in the e-Commerce scenario (including product, shopping TikTok video, shopping livestream etc) and applying them to review system or recommendation traffic control.
• Responsible for recognition and control of the risky seller and low-quality e-Commerce anchors via user profile.
• Responsible for building the anti-fraud model to recognize illegal behaviors and events in the e-Commerce scenario.
• Support the production of scalable and optimised AI/machine learning (ML) models.
• Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
• Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
• 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

Python

Go

C++

NLP

Computer Vision

Data Mining

Graph Algorithms

Problem solving

Team spirit

Communication

Education

Bachelor's degree in Computer Science or related

Master in ML/DL theory

Tools

Linux

Job description

TikTok is seeking a skilled ML/AI engineer for its Platform Governance team in Singapore. You will optimize NLP/CV/Multimodal models for e-commerce content understanding and risk control across product, videos, and livestreams.

You will build scalable AI/ML solutions, run experiments, and collaborate with a cross-functional team using Python/Go/C++ in a Linux environment. A strong foundation in ML/DL theory with practical application is required.