Machine Learning Engineer (CV/NLP/Multimodal/LLM) -E-commerce Governance
Seattle, Washington, United States
USD 136K-266K (estimate) Senior-level Full Time
Tasks
- Build large scale multimodal algorithms for e-commerce
- Conduct chain of thought and alignment for large models
- Construct data for instruction fine tuning
- Construct graph storage and graph learning platform
- Detect fraudulent behaviors
- Detect risky violated low quality merchants and creators
- Explore operational research for audit scheduling
- Explore reinforcement learning for intelligent dispatching
- Extract logo and brand features using vision
- Identify risk and violation algorithms for e-commerce
- Implement multimodal network representation learning
- Mine and understand multimodal e-commerce content
- Optimize NLP algorithms for risk identification
- Optimize comment and report risk mining
- Optimize computer vision models for product image classification
- Optimize large model tuning for e-commerce domain
- Optimize multimodal risk identification for text and media
- Optimize product and content deduplication and clustering
- Optimize video classification for e-commerce short videos
- Perform product object recognition and subject recognition
Perks/Benefits
- N/A
Skills/Tech-stack
Brand recognition | Chain-of-Thought | Computer Vision | Data Mining | Feature extraction | Fine Tuning | Graph Neural Networks | Instruction Fine-Tuning | Language Models | Language Processing | Large Language Models | Logo detection | Machine Learning | Model Alignment | Multimodal Learning | Natural Language | Natural Language Processing | Neural Networks | Object recognition | Operational Research | Reinforcement Learning | Search | Video Classification
Education
N/A
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