Data Engineer, AI Platform

TikTok
San Jose, CA
Category Data Analyst
Job Description
The Intelligent Creation - AI Platform team is building advanced end-to-end AI production pipelines, including deep learning model training, optimization, deployment and applications. We provide AI capabilities to empower content creation and consumption on TikTok and serve billions of users.

Requirements

  • Own the management of massive GenAI datasets (PB) scale, including storage for video/image data, data processing, and data validation.
  • Build and evolve GenAI data-pipeline infrastructure with a focus on extreme processing speed and end-to-end throughput.
  • Partner closely with ML researchers/engineers to accelerate training-data acquisition, improve data quality, support evaluation of model outputs, and enable a closed-loop data lifecycle.
  • Lower the barrier to data acquisition and maximize the utility and value of data across use cases.

Benefits

  • Medical, dental, and vision insurance
  • 401(k) savings plan with company match
  • Paid parental leave
  • Short-term and long-term disability coverage
  • Life insurance
  • Wellbeing benefits
  • 10 paid holidays per year
  • 10 paid sick days per year
  • 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)
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