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Job postings data · Real-time hiring signal

1.8B+ postings tracked · 24.5M+ open now · continuous history since 2021

See what a company is hiring for, tracked the moment it's posted.

MixRank keeps the full posting, salary, seniority, location, and the original description text, as real-time job postings data refreshed hourly across 1.8B+ postings, so you can see the actual role, not a headline about it.

4s agoopen
Senior Backend Engineer
Series B · fintech · SF · Remote
$160–190kSenior · Full-time
15s agoopen
Frontend Engineer
Series B · devtools · Remote · EU
€75–95kMid · Full-time
26s agoopen
iOS Engineer
Series A · social · LA · Remote
$155–185kMid · Full-time
1.8B+ · postings tracked (24.5M+ open now)Hourly · refresh, flat priceFull text · salary, seniority, descriptionSince 2021 · continuous history
Powering the world's best data teams
AdobeOracleAmazonSpaceXClayAngelListBuyerCaddyRox
Why teams pick MixRank

Where hiring data goes deeper.

01

The full posting, not a summary

MixRank keeps the original description text alongside salary, seniority, and location, so you can search on what the role actually asks for, not just a job title.

02

Fill rates reported honestly

Salary and seniority don't appear on every posting. MixRank reports coverage field by field instead of one blended number that hides where the gaps actually are.

03

Resolved across the full graph

Every posting resolves against MixRank's broader dataset, so an open role shows up alongside the organization and headcount shift behind it.

The parse

From the posting text to a structured record.

Every posting arrives as free text. MixRank keeps that original text and pulls the fields out of it (title, seniority, salary, location, stack) so you can query the role, not just read it.

raw posting · as writtenSRC·TXTcaptured

We’re hiring a Senior Backend Engineer to join our Platform team. This is a full-time role, remote within the US or from our San Francisco office. You’ll work in Python against PostgreSQL and deploy on AWS. Compensation is $160–190k plus equity. Posted 2 hours ago.

original text preserved verbatimTXT
parsed record · REC·JOB-4471extracting
  • titleBackend Engineer
  • senioritySenior
  • employmentFull-time
  • teamPlatform
  • locationRemote · US / SF
  • tech stackPython · PostgreSQL · AWS
  • salary$160,000–190,000
  • posted2 hours ago
8 / 8 fields extractedparsed

Illustrative posting, chosen because it carries every field. Not every posting does: salary appears on 46% and seniority on 84%, reported field by field in the coverage table below. MixRank preserves the original description text and extracts structured fields from it. It does not paraphrase or invent values. Not a specific company's posting.

Hiring velocity

Which way a market is hiring, week over week.

A monthly headcount estimate can't show momentum. Because every posting is dated, the index reads as a time series: the shape of demand per function, and where it's turning.

open requisitions now
24.5M
of 1.8B+ postings tracked · updated hourly
opened / wk
128,400
median fill
34 days
history
since 2021

A role appears in the series the hour it's posted and drops out the hour it closes, so a build-out shows up here weeks before it's announced anywhere.

requisition volume · 12-week trendREC·JOBby function
  • Engineering +34%3.9M
  • Data & ML +52%0.8M
  • Sales +12%2.7M
  • Product +28%0.9M
  • Operations +11%1.1M
  • Design +8%0.6M
  • Marketing +4%0.7M
  • Support -9%1.4M
Δ vs. 12 weeks ago · open count nowlive

Illustrative volumes, representative of hiring-trend coverage across the 1.8B+-posting index, not a specific company.

Field fill rate

What we actually track on a posting.

This job postings dataset maps field coverage against the accounts you actually chase: sales teams, competitive intel, and HR tech vendors.

field fill rate · by attributereported honestly
1.8B+
posts indexed
Hourly
refresh cadence
30M
updates per month
Job title
99%
Company
98%
Location
96%
Employment type
91%
Full description text
97%
Seniority level
84%
Posted date
95%
Salary range
46%

Fill rate is lower on fields the original poster leaves out entirely, like salary, rather than fields MixRank fails to detect.

What teams actually do with this

One dataset, several jobs.

The teams below query the same underlying postings, just through different lenses.

Sales & recruiting tech

Prospect on active hiring signal.

Filter companies by the exact roles they're hiring for right now, not a headcount estimate or a stale six-month-old snapshot.

Competitive intel

Track competitor team build-outs.

See when a competitor opens a new function, expands a region, or quietly ramps down hiring, role by role.

Investment intel

Read headcount plans before they're public.

Open requisitions, read as job market data, are often the earliest public signal of a company's real growth plans, ahead of any announcement.

HR & ATS vendors

Benchmark comp and role demand.

Compare salary ranges and title inflation across companies and regions, using the same hiring trends data your customers see.

Data infra & CRM

Power enrichment inside your product.

Stream matched, deduplicated posting records through MixRank's jobs API into whatever CRM, workflow tool, or platform your customers already use.

Product & growth

Score accounts by open-role fit.

Rank inbound and target accounts by the roles they're actively hiring for, so outreach leads with a real reason to talk.

The difference

Coverage honesty is the difference.

AttributeMixRankTypical Vendor
Posting freshnessHourly refresh, flat priceMonthly or quarterly batch, priced by speed
Field completenessReported honestly, field by fieldOne blended coverage number
Description textFull original text preservedTitle and company only
Coverage1.8B+ postings globallyVaries, often sampled
DeliveryAPI, flat file, or hosted database, on-prem availableLocked to the vendor's own platform or UI
FAQ

Frequently asked questions.

Why is salary fill rate lower than other fields?
Salary isn't required on most job boards, so a meaningful share of postings simply don't include it. MixRank reports that gap directly instead of folding it into one aggregate completeness number that hides where it actually is.
Do you keep the original posting text?
Yes. MixRank preserves the full description as written, not just an extracted title and company, so you can search on requirements, responsibilities, and language a summary would drop.
Does this include historical job postings data, or just what's currently open?
Both. Postings stay in the dataset after a role closes, so you can search historical job postings data alongside what's open right now, not just a live snapshot.
How often is a posting rescanned?
Every subscriber gets the same hourly refresh cadence at one flat price, no tier to upgrade into for faster updates.
Is this a login/dashboard product?
No. Data is delivered as a raw feed via the job postings API, flat file, or hosted database, on MixRank's own infrastructure, for teams that already have data tooling and want the source data, not another UI.
Can I use this for headcount, hiring-trend, or labor market data reporting?
Yes. Posting volume, seniority mix, and salary fields are packaged and priced for hiring-trend and comp-benchmarking use cases specifically, alongside the general subscription.
Get started

Pull a live read on what a company is hiring for.

Book a 20-minute call. Bring a company, a role type, or a competitor you care about, and we'll pull real postings, not a demo dataset.

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now tell us about your team
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