LLM/MLLM Algorithm Engineer, TikTok E-commerce
Tasks
- Apply chain of thought reasoning
- Build domain specific large language models for ecommerce
- Construct training data and enhance foundation models
- Detect violations and perform content moderation
- Develop intelligent review systems for rejection decision explanations
- Implement few shot learning for moderation tasks
- Model long text and sequences
- Optimize ecommerce governance algorithms
- Optimize multimodal models for ecommerce use cases
- Perform instruction fine tuning
- Recommend policies for governance scenarios
- Research and optimize ecommerce specific NLP models
- Use parameter efficient fine tuning
Perks/Benefits
- N/A
Skills/Tech-stack
Chain-of-Thought | Computer Vision | Content Moderation | Data Construction | Efficient Fine Tuning | Few-Shot Learning | Few-shot | Fine Tuning | Instruction Fine-Tuning | Language Models | Language Processing | Large Language Models | Long Text Modeling | Machine Learning | Multilingual Modeling | Multimodal Learning | Natural Language | Natural Language Processing | PEFT | Parameter efficient fine-tuning | Policy recommendation | Text Modeling | Violation Detection
Education
N/A
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