About the role
AfterQuery builds the training data and evaluation infrastructure that frontier AI labs use to make their models better. We work with the world's leading labs to design high signal datasets and run rigorous evaluations that go beyond static benchmarks. We are a small, early team (post Series A) where individual contributors have a direct impact on how the next generation of models learn and improve.
The Role
Your job is to prove that our data works. You will design and run training experiments that isolate the impact of our datasets on model behavior. This includes SFT and RL-based post-training, where you’ll measure how different data sources shift capability, generalization, and alignment. Working closely with partner labs, you will turn our datasets into clear, defensible evidence: this data → this improvement → under these conditions. This is experimental, high-leverage work.
What You'll Do
- Run controlled SFT and RL experiments to measure the impact of our datasets on model performance.
- Quantify lift across capabilities (reasoning, tool use, long-horizon tasks, domain-specific workflows).
- Communicate your findings with partner labs to help drive sales.
- Work with internal SPLs to iterate on data quality based on your results.
What We're Looking For
- Strong familiarity with LLM training and evaluation methodologies.
- Genuine obsession with how data structure, selection, and quality drive model behavior.
- Ability to design lightweight experiments, move fast, and extract actionable insights from messy results.
- Comfort working across domains (you'll touch finance, software engineering, policy, and more).
- A bias toward building over theorizing.
- Great candidates are undergrad research or master's research (but haven't done a phd).
About AfterQuery
AfterQuery is helping push the frontier of LLMs and AI Agents through novel datasets and experimentation. We work on building the most complex infrastructure that powers frontier data creation for agentic and hard reasoning workflows. We work the leading AI labs and are becoming the go-to partner for data infrastructure for YC companies. We have a sharp hockey stick growth rate and are extremely talent-dense, with most of our founding team coming from top IB and quant firms.
Required skills
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Job details
Salary
$200,000 - $350,000
Location
San Francisco, United States
Experience
2+ years
Funding
Total raised
$34M
Last stage
Series A
Investors
What happens next.
No applications, no recruiter spam. Just the intro.
Confirm the fit
A few questions to make sure this role is the right shape for you. Two minutes.
I pitch you to the company
I write the intro, send it to the founder, and handle the back-and-forth.
A meeting lands on your calendar
If they’re a yes, I book the chat. You show up — that’s the whole job-hunt.
