LLM Engineer (Data Generation)

About this role

The LLM Engineer (Data Generation) focuses on enhancing model performance through the design, generation, and evaluation of training data from a Data-Centric AI perspective. The role involves addressing performance bottlenecks, building data generation pipelines, and establishing metrics for data quality assessment.

What you'll do

• Design and generate data to improve model performance
• Define data requirements and analyze model performance issues
• Build and maintain data generation pipelines
• Experimentally analyze the impact of generated data on model performance
• Establish data quality evaluation metrics
• Develop iterative strategies for data generation and filtering

What they're looking for

• 3+ years of experience in LLM, Machine Learning, or Data Generation
• Understanding of deep learning and natural language processing
• Proficiency in Python for data processing and automation
• Experience with large training dataset management
• Knowledge of data evaluation frameworks
• Strong problem-solving abilities
• Collaboration and communication skills
• Familiarity with LLM APIs and generation strategies