9 hours ago

LLM/MLLM Algorithm Engineer-TikTok E-commerce

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Build and optimize domain-specific LLM/MLLM algorithms for TikTok’s e-commerce governance. You’ll develop state-of-the-art intelligent review systems to support “knowing why to reject” decisions, improve merchant/product/video/live-stream/IPR governance, and enhance multilingual multimodal models. Work across NLP, CV, and multimodal learning, including fine-tuning (instruction, CoT, PEFT), tackling long-sequence and few-shot challenges, and optimizing training, compression, and inference for e-commerce scenarios.

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Software Engineering

Key Responsibilities

•Develop domain-specific LLM/MLLMs for e-commerce and apply them to business scenarios using domain knowledge.
•Optimize e-commerce governance algorithms to improve merchant/product/video/live-stream/IPR governance through intelligent review systems.
•Enhance models using data construction, foundational model enhancement, instruction fine-tuning, CoT, and PEFT for e-commerce performance.
•Solve governance application challenges including long text/sequence modeling, few-shot learning, content moderation, and violation detection.
•Research and optimize e-commerce-specific NLP and multimodal large models to improve multilingual, multi-task, and multi-modal performance.

Key Requirements

•Solid foundation in machine learning and familiarity with cutting-edge AI technologies, with preference for academic publications or competition experience.
•Familiarity with big data frameworks and applications such as MapReduce and Spark.
•Experience training and deploying TensorFlow/PyTorch models, including mixed precision and distributed training.
•Understanding of model compression and inference optimization techniques such as quantization, pruning, distillation, and TensorRT optimization.
•Expertise in either Computer Vision & Multimodal or Natural Language Processing, including strong project/competition and publication experience.

Tech Stack:Machine LearningTensorFlowPyTorchMapReduceSparkTensorRTQuantizationPruningDistillationMixed Precision TrainingDistributed TrainingParameter-Efficient Fine-Tuning (PEFT)Chain-of-Thought (CoT)OCRGraph Neural Networks

Eligibility

Work Authorization:Sponsorship available.

Company Brief

TikTok

Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn

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TikTok

9 hours ago

LLM/MLLM Algorithm Engineer-TikTok E-commerce

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Location: Singapore

Workplace: Onsite

Employment Type: Full time

Job Function: Software Engineering

Key Responsibilities

•Develop domain-specific LLM/MLLMs for e-commerce and apply them to business scenarios using domain knowledge.
•Optimize e-commerce governance algorithms to improve merchant/product/video/live-stream/IPR governance through intelligent review systems.
•Enhance models using data construction, foundational model enhancement, instruction fine-tuning, CoT, and PEFT for e-commerce performance.
•Solve governance application challenges including long text/sequence modeling, few-shot learning, content moderation, and violation detection.
•Research and optimize e-commerce-specific NLP and multimodal large models to improve multilingual, multi-task, and multi-modal performance.

Key Requirements

•Solid foundation in machine learning and familiarity with cutting-edge AI technologies, with preference for academic publications or competition experience.
•Familiarity with big data frameworks and applications such as MapReduce and Spark.
•Experience training and deploying TensorFlow/PyTorch models, including mixed precision and distributed training.
•Understanding of model compression and inference optimization techniques such as quantization, pruning, distillation, and TensorRT optimization.
•Expertise in either Computer Vision & Multimodal or Natural Language Processing, including strong project/competition and publication experience.

Eligibility

Work Authorization:Sponsorship available.

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn