Why This Role Stands Out
This role offers an exciting opportunity to shape the future of AI data generation and model training within a forward-thinking company, with significant potential for career advancement. You'll thrive here if you're a skilled data engineer with a passion for prompt engineering and building robust data pipelines, eager to contribute to innovative AI solutions. Apply now to leverage your expertise and grow with a dynamic team!
Quick Overview
Job Description
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.
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