Large language Model Algorithm Development: Build domain-specific large language models (LLM/MLLM) for e-commerce, integrating domain knowledge to rapidly apply models to business scenarios.
Support the operations of Pangle’s international business, collaborating cross-functionally with product, tech, and sales teams to drive key project execution;
Data Analysis & Reporting: Work closely with the team to gather, analyze, and interpret operational data to improve efficiency and achieve business goals. Generate regular operational reports to support the team.
Research and practice large model prompt word engineering, and explore the application of large models in content understanding tasks, including feature engineering, algorithm design, training, and deployment
Process Optimization & Governance: Standardize and maintain the end-to-end operational workflows (SOPs) for agency partners; manage the complete lifecycle of agency onboarding, whitelisting, and daily high-frequency inquiries to ensure platform compliance and efficiency.
Design, build and optimize distributed training infrastructure and low-latency online inference systems for large-scale recommendation models and Large Language Models
Product Discovery and Execution: Identify ecosystem governance problems through user research, data analysis, and collaboration with operations and policy teams. Translate ambiguous problems into clear product requirements, roadmaps, and measurable outcomes.
Identify potential risks across live streaming business scenarios, distill risk signals and patterns, and help develop practical governance strategies that can be operationalized at scale.
Design and implement offline and real-time data processing architectures for e-commerce recommendation and search systems. Build lakehouse architectures and storage systems supporting multi-source heterogeneous data in e-commerce scenarios
Analyse sales and marketing performance of both campaigns and standard business operations for top global Fast Moving Consumer Goods (FMCG) and Electronics brands (e.g.: P&G, Apple, Samsung etc.)