Senior Algorithm Engineer - TikTok Location Based Services (Singapore)
TIKTOK PTE. LTD.
Singapore, Singapore
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Poi data mining and quality evaluation
Agent module design with memory management
Large language model fine-tuning and distillation
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TikTok is seeking a Senior Algorithm Engineer to enhance its Location Based Services (LBS) in Singapore. The role involves developing algorithms for Point of Interest (POI) data, with a focus on system stability and AI integration.
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Job Summary
The role involves designing core Agent modules including tool invocation planning, memory management, and skill orchestration for TikTok Local Services.
Candidates must apply large language models to improve POI data quality through fine-tuning, model distillation, and knowledge base construction.
The position requires a strong system design mindset focused on stability, fault tolerance, and handling edge cases in production environments.
Matching Summary
Match Score: 75
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TikTok is seeking a Senior Algorithm Engineer to enhance its Location Based Services (LBS) in Singapore. The role involves developing algorithms for Point of Interest (POI) data, with a focus on system stability and AI integration.
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Skills & Requirements
Must-have
POI data mining and quality evaluation
Agent module design with memory management
Large language model fine-tuning and distillation
System stability and fallback strategies
Data structures and algorithm fundamentals
Nice-to-have
Experience with non-deterministic systems
AI Coding workflow proficiency
Self-healing capabilities implementation
Regression testing for non-deterministic outputs
Key Requirements
Strong problem diagnosis and troubleshooting skills