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snorkelai

Sep 22

Senior/Staff FDE - Synthetic Data Generation

Hybrid · New York City, NY (Hybrid); San Francisco, CA (Hybrid)

pythonawsdockergcpazure 310 - daas fde

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AI TL;DR

You will lead the technical execution of synthetic data generation projects for AI initiatives. This role involves building scalable data pipelines and collaborating with customers to enhance model performance.

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  1. What would you ship in the first month as Senior/Staff FDE - Synthetic Data Generation at snorkelai?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
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Job description

You will lead the technical execution of synthetic data generation projects for AI initiatives. This role involves building scalable data pipelines and collaborating with customers to enhance model performance.

Details

  • New York City, NY or San Francisco, CA, Hybrid
  • $180,000–$320,000
  • 5+ years of experience
  • Skills: Python, AWS, Docker, GCP, Azure

The work

  • Design and build scalable synthetic data generation and evaluation pipelines
  • Translate model objectives into synthetic data strategies and technical specifications
  • Develop workflows to generate high-quality training datasets
  • Lead technical workstreams from solution design through production delivery