Technical hiring for the AI era

You can't see how a candidate really uses AI.

Take-homes and whiteboards miss the skill that now defines great engineers — and a single mis-hire burns months and budget. HireCulture measures AI judgment directly and returns an evidence-backed hire signal your panel can trust.

20-minute walkthrough · on a role you're actually hiring for

AR
Candidate · Senior Engineer
Assessment complete
Hire
Overall
86/100
Consensus
3 models · agree
AI enablement88
Codebase understanding92
Systems thinking84

Strong grounding. Prompted precisely, caught a hallucinated API instead of trusting it, and reasoned clearly about token budgets.

6
dimensions scored
3-model
scoring consensus
AI fluency
measured directly
< 1 hr
per candidate

Trusted by teams hiring for AI-heavy roles · [ your logos here ]

Why HireCulture

A truer read on engineering talent.

Built for the AI era

Coding tests miss the skill that now defines great engineers: judgment with AI. We measure it directly — not as an afterthought.

Evidence, not vibes

Every signal is backed by what a candidate actually did. A record your panel can review, not a gut call you have to defend.

Calibrated & fair

A weighted consensus across multiple models holds every candidate to the same bar, on the role you're actually hiring for.

What we measure

Six dimensions, calibrated.

Every dimension comes back with evidence you can audit — and a weighted consensus across multiple models so the bar stays consistent.

AI enablement

Signature

How candidates actually use AI — prompt quality, judgment, and whether they verify rather than trust.

Codebase understanding

Can they explain what they built and why — beyond the happy path?

Systems thinking

Trade-offs, failure modes, and how the pieces fit under real load.

Role fit

Depth measured against the actual job, not a generic checklist.

Communication

Clarity under questioning. Honest about edges and unknowns.

Production instincts

Reliability, cost, and the failure modes that separate demos from systems.

Pricing

Priced to your hiring volume.

Usage-based, no per-seat traps. Start with a single role — see a tailored quote in your demo.

Starter

Pilot

Run one role and see the signal for yourself.

  • Up to 25 candidates
  • All 6 dimensions
  • Reviewable evidence & transcripts
  • Email support
Book a demo

Growth

Most popular
Team

For teams hiring across multiple roles.

  • Unlimited roles
  • Bulk candidate invites
  • Shared team workspace
  • Hire signals with rationale
  • Priority support
Book a demo

Enterprise

Custom

Scale, security, and compliance.

  • SSO & audit logs
  • Org isolation & roles
  • Dedicated support
  • Custom integrations
  • Volume pricing
Contact sales
Sample — replace with your customers

Built for teams who hire on evidence.

We stopped guessing who was actually good with AI. The evidence does the arguing for us.
VP Engineering
[ Series B startup ]
Cut our early-screen time in half and our shortlist got noticeably stronger.
Head of Talent
[ AI infrastructure team ]
Finally a signal our whole panel trusts — because they can read the reasoning behind it.
Engineering Manager
[ Fintech scale-up ]
FAQ

Questions, answered.

How is this different from a take-home or a LeetCode test?

Those test syntax and algorithms in isolation. HireCulture evaluates how a candidate reasons about real work — and, crucially, how well they use AI to do it. You get a calibrated signal with the evidence behind it, not a pass/fail on puzzles.

Can't candidates just cheat with AI?

Using AI isn't cheating — it's the job. The point is to see how well they wield it: prompt quality, judgment, and whether they verify the model's output instead of trusting it. We measure that directly.

Is the scoring fair and consistent?

Every candidate is scored across the same six dimensions by a weighted consensus of multiple models, then backed by evidence your panel can review. The bar stays the same for everyone.

How long does an assessment take?

Typically under an hour for the candidate. Your team gets a structured result with a clear hire signal — no scheduling, no live panel time spent on early screens.

Do we have to change our hiring workflow or ATS?

No. Invite candidates, then review results and share the evidence with your panel. It slots in ahead of your existing interviews as a stronger first signal.

Can it be tailored to the specific role?

Yes. Assessments are grounded in the role you're hiring for, so the signal reflects the job rather than a generic checklist.

See it on your own roles

Hire with evidence.

A 20-minute walkthrough on a role you're hiring for. See exactly what the assessment returns — and decide for yourself.