ML Engineer - E-commerce Recommendations & Real-Time AI

TikTok

Singapore

On-site

SGD 100,000 - 180,000

Full time

14 days+

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Job summary

TikTok is hiring in Singapore for a software/ML role focused on E-commerce recommendations. You will join a team of ML engineers and data scientists applying large-scale techniques to improve user engagement and satisfaction.

The role requires recent or completed degrees in CS/related fields and strong programming skills. Successful candidates will work on production-ready ML models, real-time data pipelines, and experimentation, with opportunities to grow in a fast-paced tech environment across

Qualifications

Bachelor's or Master's in Software Development, CS, or related field.
Strong programming and problem-solving abilities.
Experience in applied ML and with common algorithms (CF, matrix factorization, etc.).
Experience with ML frameworks such as TensorFlow or PyTorch.
Proficiency in Python or C++.

Responsibilities

Build large-scale E-commerce recommendation algorithms and systems (billion-level features).
Develop models for candidate generation and ranking; design real-time data pipelines.
Create tools for debugging and productionizing ML models.
Experiment to test model performance and resolve issues during deployment.
Collaborate with team on statistics, scripting, and relevant platforms.