具身数据策略与质控工程师
Tasks
- Analyze failure cases and improve data balance
- Build data quality grading system
- Calibrate annotation and inspection criteria
- Collaborate with algorithm and data teams to optimize pipelines
- Define data quality acceptance standards
- Design sampling based quality inspection
- Develop benchmarks for data quality
- Implement data labeling verification workflow
- Optimize data collection and cleaning rules
- Support training data strategy for pretraining finetuning and evaluation
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | Computer Vision | Data Quality | Data Quality Management | Data cleaning | Data labeling | FFmpeg | Multimodal Data | NumPy | OpenCV | Pandas | Python | Quality inspection | Quality management | Robotics data | Sampling strategy | Sensor data | Time Series | Time Series Alignment | Video Processing
Education
N/A
Roles
Data Engineer | Data Quality | Data Quality Engineer | Engineer | Quality Engineer
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