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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