Graduate ML Engineer – Recommendation Systems

TikTok Pte. Ltd. – Singapore (nationwide) (nationwide)

About the Role

We are seeking a Graduate Machine Learning Engineer to join our recommendations team at TikTok Pte. Ltd., based in Singapore (nationwide) (nationwide). As part of this role, you will contribute to building and refining top-tier recommendation systems using machine learning techniques. You will work closely with the Recommendation Systems team to develop scalable classifiers and tools that support product goals.

Day-to-Day Responsibilities

• Analyze user behavior to inform model development and refinement
• Develop, train, and deploy machine learning models for recommendation systems
• Create and maintain scalable ML pipelines and infrastructure
• Collaborate with cross-functional teams to ensure alignment with product goals
• Conduct experiments to optimize performance of recommendation algorithms

Skills & Qualifications

• Relevant degree in Computer Science, Mathematics, Statistics, or a related field
• Familiarity with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch)
• Experience with data preprocessing, feature engineering, and model evaluation techniques
• Strong programming skills in Python or similar languages
• Understanding of recommendation systems and their applications
• Excellent problem-solving and analytical skills
• Ability to work effectively in a fast-paced environment

More About TikTok Pte. Ltd.

TikTok Pte. Ltd., based in Singapore (nationwide) (nationwide), is committed to fostering an innovative and inclusive workplace where creativity thrives. Our team of experts collaborates on cutting-edge projects that push the boundaries of technology and user experience. We value diversity and encourage individuals with a passion for innovation to join our ranks.

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