Job data API

https://applydra.io/api/v1

curl --fail 'https://applydra.io/api/v1/jobs?limit=100'

Shortlist by default, full corpus by choice

With no filters, the API returns current canonical, link-present tech roles that are remote-classified, US-classified, and observed at their source within the last 7 days. Every query excludes recorded-closed and known-duplicate rows.

Filters

limit is an integer from 1 to 500 and defaults to 100. cursor is opaque. Unknown parameters, repeated scalar parameters, and malformed values return 400.

Follow links.next until null

Results are ordered by source posting time, newest first, with a stable ID tie-breaker and unknown timestamps last. A cursor is bound to its filters and carries a stable relative-date boundary. You may change limit, but do not inspect or edit the cursor.

let next = 'https://applydra.io/api/v1/jobs?limit=100';
while (next) {
  const response = await fetch(next);
  if (!response.ok) throw new Error(`Applydra returned ${response.status}`);
  const page = await response.json();
  for (const job of page.data) console.log(job.id, job.title);
  next = page.links.next;
}

import json
from urllib.request import urlopen

next_url = 'https://applydra.io/api/v1/jobs?limit=100'
while next_url:
    with urlopen(next_url) as response:
        page = json.load(response)
    for job in page['data']:
        print(job['id'], job['title'])
    next_url = page['links']['next']

Incremental sync

Store the greatest firstSeenAt you received and pass it as firstSeenAfter on the next run. With firstSeenAfter, pages are ordered oldest-first by firstSeenAt rather than by posted date. The bound is strict at the served millisecond, and roles first seen within 5 minutes of meta.asOf are held back until writes that commit out of order have landed, so a resuming client neither repeats nor skips a role. firstSeenAt is first discovery: a role that starts matching your other filters later keeps its original value and is not returned again.

To also receive roles that start matching later, use the change feed instead: store the greatest changedAt you received and pass it as changedAfter. Pages are ordered oldest-first by changedAt, with the same strict millisecond bound and 5-minute hold-back. New roles, reclassified roles and reopened roles all move changedAt; company-level fields do not. A role that changes again mid-traversal can be delivered twice, and re-entry purely through observedWithin or postedWithin is not a change. changedAfter cannot be combined with firstSeenAfter.

let since = loadWatermark(); // greatest firstSeenAt from the previous run
let next = `https://applydra.io/api/v1/jobs?limit=500&firstSeenAfter=${encodeURIComponent(since)}`;
let newest = since;
while (next) {
  const page = await fetch(next).then((response) => response.json());
  for (const job of page.data) {
    handleNewRole(job);
    if (job.firstSeenAt > newest) newest = job.firstSeenAt;
  }
  next = page.links.next;
}
saveWatermark(newest);

Job and stats fields

Seniority uses a conservative title fallback when evidence-grounded labeling is disabled or in shadow. In active allowlisted mode, exact posting evidence may establish, correct, or clear the canonical value. mid is an established rank distinct from null; leadership means people or organizational rank, not every occupational Manager title.

{
  "data": [{
    "id": "job_12345",
    "company": "Acme",
    "title": "Platform Engineer",
    "source": "greenhouse",
    "relevance": "tech",
    "geo": "us",
    "location": "Remote, US",
    "remote": "remote",
    "seniority": "mid",
    "senioritySource": "llm",
    "url": "https://example.com/apply/123",
    "applyUrl": "https://job-boards.greenhouse.io/acme/jobs/123",
    "applyPortal": "greenhouse",
    "companyNameSource": "posting",
    "requisitionId": null,
    "posted": "2026-07-23T12:00:00.000Z",
    "firstSeenAt": "2026-07-20T14:30:00.000Z",
    "changedAt": "2026-07-22T09:15:00.000Z",
    "observedAt": "2026-07-24T11:55:00.000Z",
    "freshness": "fresh",
    "sourceSnapshotAt": "2026-07-24T11:50:00.000Z",
    "remoteSource": "authoritative",
    "remoteConflict": false,
    "compMin": 150000,
    "compMax": 190000,
    "compCurrency": "USD",
    "compPeriod": "year",
    "compSource": "authoritative",
    "stack": ["typescript", "postgres"],
    "employmentType": "full_time",
    "sponsorship": null,
    "clearanceRequired": false,
    "citizenshipRequired": null,
    "experienceYearsMin": 3
  }]
}

Errors and caching

{
  "error": {
    "code": "invalid_request",
    "message": "Invalid query parameters",
    "details": [{ "parameter": "limit", "reason": "must be an integer from 1 to 500" }]
  }
}

The operational request rules are stated in Acceptable use.