Research Scientist

The role

A Research Scientist will investigate how intervening on training data improves the quality and behavior of deep learning models. You will source and implement ideas from literature and collaborate with engineers and product teams to create tangible impact.

What you will do

• Source, vet, implement, and improve ideas from literature and personal thinking
• Conduct research grounded in real customer needs
• Collaborate closely with engineers and product teams
• Talk to customers and shape the product vision

Required qualifications

• 3+ years of deep learning research experience
• Strong fundamentals in deep learning
• Practical experience and/or publications in one or more of the following areas: Data pruning and curation, Curriculum learning, Synthetic data generation, Dataset distillation, Effects of training dat
• Enough software engineering and PyTorch experience (or willingness to learn) to run large-scale experiments and build production prototypes
• A demonstrated track record in deep learning research, whether through papers, tools, or other artifacts

Nice to have

• Experience with distributed data processing tools like Spark or Snowflake
• Experience building and shipping ML products

About the company

DatologyAI has built a state of the art data curation suite to automatically curate and optimize petabytes of data. The company has raised $57.5M in Seed and Series A rounds from investors including Microsoft and Amazon.