Data Infrastructure Engineer

HeyGen HeyGen · Multimodal · Los Angeles, CA +3 · Engineering

Data Infrastructure Engineer responsible for designing, building, and maintaining data systems and infrastructure to support AI applications, collaborating with data scientists and ML engineers, and optimizing computational workflows. Experience with large-scale AI/ML projects and batch inference systems is required.

What you'd actually do

  1. Design, build, and maintain the data infrastructure and systems needed to support our AI applications.
  2. Collaborate with data scientists and machine learning engineers to understand their computational and data needs and provide efficient solutions.
  3. Stay up-to-date with the latest industry trends in data infrastructure technologies and advocate for best practices and continuous improvement.
  4. Assist in budget planning and management of cloud resources and other infrastructure expenses.

Skills

Required

  • Python
  • optimizing computational workflows
  • TensorFlow or PyTorch

Nice to have

  • GPU computing
  • distributed data processing system
  • large scale batch inference system

What the JD emphasized

  • large-scale AI or machine learning projects
  • large scale batch inference system

Other signals

  • Data Infrastructure Engineer
  • support our AI applications
  • computational and data needs
  • large-scale AI or machine learning projects
  • optimizing computational workflows
  • large scale batch inference system