Company

Aptura AI

small

We build the evaluation datasets and RL environments that make AI reliable where mistakes are expensive: finance, healthcare, and legal.

Limited history — not in search index

Quick Decision

Tracked roles

4

Remote share

0%

Visa mentioned

0%

Salary coverage

0%

Role level mix

unknown · 2mid · 2

Evidence & Sources

Structured signals only — no external enrichment. Verify on the original HN thread and company career page.

Sample size

4

Coverage months

2

First post

2026-06-01

Latest post

2026-08-04

Field coverage

Remote

0%

Visa

0%

Salary disclosed

0%

Level known

50%

Tech stack on job

25%

Window: All tracked HN Who's Hiring posts for this company

Sources: hacker_news

Trend

Hiring momentum and mix from structured HN posts — not a forecast.

Posting momentum

Last 30d2

vs prior 30d: +2

Prior 30d0

day −60 … −30

Last 90d4

vs prior 90d: +4

Prior 90d0

day −180 … −90

Role level mix

unknown · 2 (50%)mid · 2 (50%)

Tech stack from jobs

RL environments1

Stack present on 25% of jobs

Notes

  • 30-day posting pace is up vs the prior 30 days.
  • Low salary disclosure — treat pay signals as sparse.
  • Sparse job-level tech stack coverage.

Open & recent roles

Showing 4

Last updated: 2026-08-04

Coverage: 4 structured HN listings across 2 months. Enrichment: basic.

Source: hacker_news · confidence high. Signals are derived from public posts; verify details on the original thread and company career page.

Feedback: use Report Issue on a job page if structured fields look wrong.