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Forward Deployed Engineer

Compensation
$120,000–$180,000/year

Job Description

Skills: Operations, Python, SQL, Claude Code

We are hiring a Forward Deployed Engineer to sit at the intersection of our platform and the real-world operations that power it. This is a hands-on, execution-focused role. You will own the end-to-end lifecycle of getting people onto our platform, procuring the data we need, and writing the scripts that turn collected footage into clean, usable training data.

What you'll do

  • Own data procurement: identify, recruit, and qualify participants for active data collection projects.
  • Meet with researchers from top labs to build the highest quality video datasets for them.
  • Write and maintain post-processing scripts that clean, validate, and package raw video data for training world models.
  • Identify and resolve operational issues — failed video uploads, payment problems, etc
  • Build lightweight internal tools and automations to reduce manual work and increase throughput as we scale.

Who you are

  • A technically savvy generalist with impressive professional or academic accomplishments, comfortable writing data pipelines, making deals, and meeting with top researchers.
  • Someone who gets things done
  • Detail-oriented and reliable when managing people and data at scale, where errors have downstream consequences.
  • Comfortable working in ambiguous, fast-moving environments

Even better if you have

  • Background in research operations, data labeling platforms, or data collection.
  • Experience building large-scale data processing pipelines.
  • Background in ML research.

You will thrive in this role if

  • You are energized by operational work that has immediate, visible impact.
  • You treat broken processes as engineering problems worth solving properly.
  • You hold yourself to a high bar for data quality, knowing this determines model performance.

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Job Details

Location
San Francisco, CA, US
Posted
Mar 24, 2026, 04:21 PM
Listed
Mar 24, 2026, 04:21 PM
Compensation
$120,000 - $180,000 per year

About Velvet

Part of the growing space & AI ecosystem pushing the frontiers of technology.

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Forward Deployed Engineer
Velvet
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