# ML Engineer at Raindrop

- Company: Raindrop
- What the company does: Trace every run. Auto-fix silent failures. Simulate before shipping. Raindrop helps you detect agent issues and prevent them from happening. Backed by Lightspeed and Y Combinator.
- Company website: https://www.raindrop.ai/
- Type: Startups (AI role)
- Level: Mid level
- Location: San Francisco
- Work setup: On-site
- Posted: 2026-08-13
- Apply by: 2026-10-08
- Apply: https://jobs.ashbyhq.com/raindrop/bf24e511-5572-4a32-a2aa-fc83409207e8
- Page: https://www.1752.vc/careers/jobs/raindrop-ml-engineer/

## About the role

The current status quo is sifting through millions of logs and trying to debug flaky evals that just aren't matching real world results. Evals are like unit tests, they confirm your model got specific test cases right. But in the real world agents call thousands of tools, run for hours, and encounter millions of unpredictable actions.

## What they're looking for

- Knows how to balance short-term and long-term speed
- Proven experience scaling applications
- Interest in AI products + tools (ideally experience building these or an avid user)
- Growth mindset
- Cares about building well-designed products
- Willing to do whatever it takes to solve a problem

Tags: Engineering