LLM & Agent Algorithm Expert - TikTok Search
Tasks
- Build multimodal AI generation and visual search experiences
- Build pretraining and posttraining pipelines for search language models
- Build training inference evaluation closed loop
- Create vertical domain data synthesis and quality control
- Design multi agent scheduling and collaboration algorithms
- Develop agent execution framework with tool calling and orchestration
- Develop on device intelligence with OCR and lightweight models
- Develop reward verifier and benchmark evaluation systems
- Explore non transformer architectures and AI safety alignment
- Implement long term memory mechanisms for agents
- Implement self improvement and recursive self improvement systems
- Lead search domain language model R and D
- Optimize inference for long context and model efficiency
Perks/Benefits
- N/A
Skills/Tech-stack
Agent Orchestration | Agent systems | Automated Machine Learning | Benchmarking | Causal reasoning | Context modeling | Data Quality | Data quality control | Deep learning | Hyperparameter Tuning | Image Processing | Inference Optimization | Knowledge Distillation | Language Models | Language Processing | Large Language Models | Long Context | Long Context Modeling | Machine Learning | Memory systems | Model Evaluation | Model Pruning | Model Quantization | Multi-Agent | Multi-Agent Systems | Multimodal Learning | Natural Language | Natural Language Processing | Object Detection | Optical character recognition | Planning | Posttraining | Pretraining | Quality Control | Reinforcement Learning | Reward Modeling | Synthetic data | Tool-Calling | Video Understanding
Education
N/A
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