大模型预训练数据算法工程师
Tasks
- Analyze data sources and quality issues
- Build pretraining data processing pipeline
- Collaborate with ML and Data Infrastructure teams
- Construct extract parse clean deduplicate filter data
- Design A B testing and ablation experiments
- Evaluate data quality and select datasets
- Integrate data pipeline with training workflows
- Optimize processing efficiency and reliability
- Run data sampling statistical analysis
Perks/Benefits
- N/A
Skills/Tech-stack
Ablation Study | Data Deduplication | Data Engineering | Data Filtering | Data Parsing | Data Quality | Data Sampling | Data cleaning | Data extraction | Data pipeline | Data quality assessment | Distributed Computing | Language Models | Large Language Models | Machine Learning | Performance Tuning | Python | Quality Assessment | Stability Engineering | Statistical Analysis
Education
N/A
Regions
Countries
States
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