多模态数据评测工程师
Tasks
- Automate teacher label annotation loop
- Build end to end data driven model feedback and metric improvement tracking system
- Build multimodal interaction and perception metrics
- Create gold set hard cases and regression test sets
- Design label schema for dialogue and attribution tasks
- Develop multimodal replay and shadow evaluation pipelines
- Explore synthetic data and lightweight simulation methods
- Implement data slicing for model and system iterations
Perks/Benefits
- N/A
Skills/Tech-stack
Annotation | Audio Video Data Alignment | Audio/Video | Automation | Benchmarking | Data Engineering | Data Processing | Data Quality | Data Quality Management | Data Visualization | Data alignment | Evaluation systems | Experiment tracking | Label Schema Design | Machine Learning | Python | Quality management | Regression testing | Schema Design | Shadow mode | Simulation | Speaker Attribution | Synthetic data | Time Synchronization | Version control
Education
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