USASynthetic Data Engineer (AI Data/Training)
4 мес. назад
USA
airflowsparkrayprompt engineeringdata pipelinedataset distillationbias mitigation
Design and implement domain-specific synthetic data generation pipelines and manage data processing for model training.
Обязанности
- Design domain-specific synthetic data generation (SDG) pipelines via self-instruct and constitutional prompting.
- Implement automated quality scoring and de-duplication systems.
- Manage data pipelines that feed directly into SFT and DPO training loops.
Требования
- Proven experience building large-scale data pipelines (Airflow, Spark, Ray).
- Deep knowledge of prompt engineering for data generation.
- Familiarity with dataset distillation and bias mitigation.
Другое
- We are seeking a talented and innovative Synthetic Data Engineer. In this role, you will design and implement domain-specific synthetic data generation pipelines, ensuring high-quality data management for training loops. Your expertise will drive the success of data processing and model training within the organization.
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