Multimodal LLM Algorithm Engineer Graduate (Global E-Commerce, Knowledge Graph) - 2027 Start

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Communication","Ownership","Drive"]

Build multimodal algorithms for global e-commerce, spanning product and content understanding, semantic matching, pricing intelligence, and generative search/recommendation. Work on identical product matching, deduplication, cross-lingual aggregation, multimodal semantic linking, and AIGC content generation. Explore business-facing Agents for tasks like price comparison, product analysis, and merchant operations, owning the end-to-end workflow from data construction and training to deployment and iteration.

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FursaFursa
TikTok
TikTok
1 day ago

Multimodal LLM Algorithm Engineer Graduate (Global E-Commerce, Knowledge Graph) - 2027 Start

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Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Build multimodal algorithms for global e-commerce, spanning product and content understanding, semantic matching, pricing intelligence, and generative search/recommendation. Work on identical product matching, deduplication, cross-lingual aggregation, multimodal semantic linking, and AIGC content generation. Explore business-facing Agents for tasks like price comparison, product analysis, and merchant operations, owning the end-to-end workflow from data construction and training to deployment and iteration.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Build global product catalog and content understanding systems using structured and semantic representations for products, videos, images, merchants, and brands.
  • •Develop algorithms for identical product matching, product/merchant/brand deduplication, and cross-lingual product aggregation with multimodal semantic alignment.
  • •Build pricing algorithms for price comparison, price monitoring, and anomaly detection, supporting subsidy programs and supply optimization.
  • •Construct multimodal semantic links across video-product, product-product, and video-video relationships to support trend understanding, product mining, and AIGC generation.
  • •Explore generative search and recommendation and business-facing Agents, and own the end-to-end algorithm workflow from data construction through deployment and iteration.

Key Requirements

  • •Completing or recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Strong research or practical experience in NLP, CV, generative models (e.g., Diffusion, GANs, ControlNet), multimodal learning, large models, or Agents.
  • •Proficiency in PyTorch or TensorFlow with hands-on experience training, tuning, and deploying models.
  • •Experience with LLM/VLM, Embedding/SID, RAG, tool calling, or Agent planning (preferred).
  • •Experience with multimodal retrieval, product/content understanding, search/recommendation, pricing algorithms, intelligent Agents, or AIGC projects (preferred).
Experience:NLPCVMultimodal learningLarge modelsAgentsAIGCSearch and recommendation
Skills:CommunicationOwnershipDrive
Tech Stack:PyTorchTensorFlowNLPCVMultimodal LLMsVideo LLMsMultimodal EmbeddingSIDMultimodal ReasoningAgentsRAGTool callingPlanningReasoningDiffusionGANsControlNetDistributed trainingMixed precisionInference acceleration

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
WebsiteLinkedIn