Synthetic Data Engineer (AI Data/Training)
✨ AI Summary
hyphen-connect-limited, a company focused on AI data and training, is hiring a Synthetic Data Engineer in Australia. The role involves designing synthetic data generation pipelines, implementing quality scoring systems, and managing data pipelines for SFT and DPO training loops. Requires proven experience with large-scale data pipelines (Airflow, Spark, Ray), deep knowledge of prompt engineering, and familiarity with dataset distillation and bias mitigation.
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.
Responsibilities:
- 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.
Qualifications:
- 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.
About the Company
No detailed information available about this company.
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