TRECQ

Open Application — Shape Your Role at Valency

OtherMidhybridBerkeley, CA
FullTimePosted May 9, 2026

About this role

Don’t see your role listed?

Pick your own.

Valency is building the foundation for research that puts people first and runs at the speed AI now allows. We're small and deliberate, and we don't always know what we need until we meet the person who brings it.

If the mission resonates and you have a point of view on where you'd fit, tell us. The role doesn't have to exist yet.

How it works

Send us your background and a short note on where you'd contribute. Engineering, research, design, operations, comms, something we haven't thought of. We read every submission. When the shape of what you sent matches a need, we reach out.

What we're building

Valency indexes tens of millions of research papers and makes them queryable in real-time, for researchers and for the AI systems they increasingly rely on. People stay at the center. The old stack wasn't built for this.

Who tends to do well here

  • You think in systems and notice when foundations are wrong.

  • You're drawn to hard problems in science, AI, or knowledge infrastructure.

  • You hold a high bar for quality without getting stuck on it.

  • You communicate clearly when things are ambiguous.

  • You like early-stage work, where what you build stays yours.

We value depth over credentials. We're a hybrid team based in Berkeley, CA that comes together in office 3 days a week.

What to send us

In addition to the application form, please also send us:

  • Resume or short bio — enough to understand your background

  • A short note on what draws you to Valency and the role you'd write for yourself

  • Anything else that shows your work

Skip the cover letter

A few things worth knowing

  • We're early. Joining now means your work shapes the product directly.

  • We don't have every answer yet. The good candidates tend to be comfortable with ambiguity.

  • We move slowly on hires. We also don’t ghost.

About Valency

Interested?

Find the right person, then reach out. Trying more than one channel only helps your odds.

1
Find who to reach
Pick the person worth a direct note. Reveal a real email (one credit) or find a likely one.
New accounts start with 3 free reveals.
2
Reach out
Pick someone above, then draft an email or a LinkedIn note to them.
3
Or apply on their site
The front-door route, plus TRECQ drafts your application answers to paste.
Apply on Valency ↗
TRECQ writes your "why this company / why you" to paste into the form.