Staff Data Scientist, LLM Data & Quality Leader

Socket.dev; Mountain View (CA); On-site; USD 207,000 - 300,000; Full time

Job summary

Socket.dev seeks a data-focused professional to drive analytics for large language model data collection and quality improvement. The role involves designing data acquisition methods and collaborating with researchers, engineers, and product teams to enhance data quality for foundational models.

You will apply advanced analytics, SQL, and programming to solve complex data problems and influence model training data strategies for AI breakthroughs.

Qualifications

• Master's degree required in a quantitative field.
• 8 years of analytics experience with product/business problems or 6 years with a PhD.

Responsibilities

• Be a distinct contributor with focus on Human Data Collection for LLMs and address complex data science problems.
• Design and deploy novel data acquisition and quality improvement techniques for foundational models.
• Utilize AI models and tools to evaluate, synthesize, and understand complex datasets.
• Collaborate closely with Research, Engineering, and Product teams (Cloud AI Data and Google DeepMind).
• Develop new methodologies to improve model performance through better training data insights.

Skills

Python

R

SQL

Data querying

Statistical analysis

Education

Master's degree in quantitative field

PhD degree

Job description

Socket.dev seeks a data-focused professional to drive analytics for large language model data collection and quality improvement. The role involves designing data acquisition methods and collaborating with researchers, engineers, and product teams to enhance data quality for foundational models.

You will apply advanced analytics, SQL, and programming to solve complex data problems and influence model training data strategies for AI breakthroughs.