# AI Engineer, RL

- Company: [Taste Labs](<https://jobstar.asia/company/taste-labs>)
- Location: San Francisco
- Team: Technical Staff
- Employment type: Full Time
- Salary: $175K – $275K
- Posted: August 20, 2026

## Job description

**About the company**  
  
Taste Labs is building the data and infrastructure layer for taste.  
  
Our goal is to end AI slop. To make AI feel right, not just be correct. We raised $18.5M in seed co-led by Amplify and CRV, and most frontier labs are already customers.  
  
AI has nailed objective domains and can generate anything. The hard part left is judgement: what fits, what feels like you, what's actually GREAT. We're turning that into something measurable, starting with design.  
  
We do it on two sides: building the post-training data and RL environments that teach taste to frontier models, and the context and verification tools agents need to produce work that's more creative, more on-brand, more right.  
  
If that problem excites you, you'll like it here!

**About the role**  
  
How do you judge something non-verifiable, like design? To solve subjective domains, we have to solve how to grade the difference between slop and great without the need for humans in the loop.  
  
**Types of problems you’d work on**

* Research different grading methods and rubrics
* Design unique tasks that can capture elements of “taste” and design capabilities
* Build agent harnesses and context layers
* Work on scalable RL infra
* Work with internal research teams on our training pipelines
* Work with the top frontier labs on how to craft environments to improve frontier models

**What matters to us**

* Experience in building evals, RL environments, ML or post-training. Strong backend experience as well.
* You like ambiguous, hard, creative problems, and want to make subjective domains verifiable
* You’re a team player and have startup DNA: you move fast, adapt, no such thing is ‘not in scope’, you like to take ownership of things. You’ll be given a lot of room to run.

**Bonus points**

* Open source contributions or personal projects that show you build things because you're curious
* Background at creative companies (Figma, Notion, Canva, Adobe, Runway, etc.) or companies with strong index building/crawling (e.g. Firecrawl, Brave, Luma, Pika) or data (Mercor, Surge, etc.)

## Apply

[Apply on Taste Labs](<https://jobs.ashbyhq.com/taste-labs/e0c6ec3b-f21f-40aa-82c4-6c7e040a8f05>)

Canonical job page: <https://jobstar.asia/job/ai-engineer-rl-taste-labs-san-francisco-3ebc2ad78d384060>
