Which format is best for integration?

JSON is usually best for API consumers. NDJSON is better for streaming/ETL. CSV works for Excel/Sheets. RSS is good for subscriptions.

How can I fetch only new jobs?

Use the since parameter in ISO format and limit to constrain response size.

Can I fetch only jobs with salary?

Yes, add salary_only=1 to the feed URL.

Public Data Feed

Public Data Feeds

Use these links in aggregators, parsers, ETL pipelines, and internal services. Job, analytics and changelog feeds are available.

JSON feed NDJSON feed CSV feed Analytics JSON Analytics CSV RSS feed Yandex Vacancy XML Jobs changelog NDJSON Product changelog NDJSON Research JSON Research CSV

Formats

JSON: for API integrations and applications.
NDJSON: for streaming pipelines and batch imports.
CSV: for Excel / Google Sheets / BI.
Analytics JSON/CSV: daily aggregated market indices.
RSS: for subscriptions and new jobs monitoring.
Yandex Vacancy XML: curated Yandex feed: only active jobs with numeric salary, apply contacts, and a quality threshold.
Jobs changelog NDJSON: stream of published jobs updates.
Product changelog NDJSON: updates of the platform and pipeline itself.

URL

Parameters

limit - number of rows (default 200, max 1000)
offset - offset (for JSON/NDJSON)
since - ISO datetime, for example 2026-02-25T00:00:00Z
salary_only=1 - only jobs with salary
include_description=0 - drop description text (reduces payload size)
from and to - day range for analytics feeds (YYYY-MM-DD format)
include_channels=1 - include channels leaderboard in analytics.json
channels_limit - channel count limit in channels_latest (for analytics.json)

Example: /feeds/jobs.json.php?limit=100&since=2026-02-25T00:00:00Z&salary_only=1

Analytics example: /feeds/analytics.json.php?limit=60&include_channels=1&channels_limit=20

The Yandex Vacancy feed is generated separately and is intentionally stricter than the public jobs feed: only jobs passing a quality threshold and having numeric salary are included.

Data schema

id, url, title, company
vertical_tags, role_tags, seniority
work_format, location
salary.raw/min/max/currency/period/type
apply.url, apply.contacts[]
source_count, is_direct, is_verified
first_seen_at, last_seen_at

Related analytics pages

/market-pulse/ - public dashboard of market indices and trends.
/channels/ - Telegram channels quality leaderboard.
/reports/ - weekly reports with pattern /reports/weekly-YYYY-WW/.
/methodology/ - full protocol and formulas.

FAQ

Which format should I choose? JSON for apps, NDJSON for ETL, CSV for spreadsheets, RSS for subscriptions.
How do I pull only new records? Use since + limit.
How do I fetch only jobs with salary? Use parameter salary_only=1.
How do I track job updates? Use /feeds/changelog.ndjson.php and read updates by updated_at.
Where can I view product updates? Use /feeds/product-changelog.ndjson.php or page /changelog.php.