AI Video Pipeline Engineer
About the role
Fixed project to turn clip generation back on in an internal app that plans short-form product videos, calls Higgsfield, and edits with ffmpeg. Done means parallel generation, automatic retries that do not double-charge, and a faster test batch. The post states a $500 fixed budget. No country is stated.
What you'll do
- Turn Higgsfield clip generation back on in the existing Python and FastAPI app.
- Generate clips in parallel instead of one at a time.
- Retry failed clips automatically without paying twice for the same clip.
- Show a clear reason in the app when something fails.
- Run a test batch of up to 20 clips for one product and make it faster with fewer failures.
Requirements
- Have built with an AI image or video generation API such as Higgsfield, Runway, Kling, fal.ai, or Replicate.
- Know how to make slow, flaky external services reliable.
- Work in Python and Postgres.
- Explain the approach in plain language. A 1 to 2 minute video and a real build link are required to apply.
About AI video pipeline team
The Upwork post does not name the client. They make short-form product videos with AI and have an internal app that plans videos and generates clips through Higgsfield.
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