You can access the Hiring Demand Signal Report - Job Posts To Market Read programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "position": "data analyst",
10    "location": "Remote",
11    "sampleData": True,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("sprightly_blackberry/job-demand-signal-report").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
19for item in client.dataset(run.default_dataset_id).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Hiring Demand Signal Report - Job Posts To Market Read API in Python

The Apify API client for Python is the official library that allows you to use Hiring Demand Signal Report - Job Posts To Market Read API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Hiring Demand Signal Report - Job Posts To Market Read API in JavaScript

Hiring Demand Signal Report - Job Posts To Market Read API through CLI

Hiring Demand Signal Report - Job Posts To Market Read OpenAPI definition

Hiring Demand Signal Report - Job Posts To Market Read API

Job Stack Demand Radar

seeb/job-stack-demand-radar

Analyze job posts and careers pages to detect tools, skills, seniority, locations, and hiring demand signals.

Techionik

Job Market Signal Monitor

viniman27/job-market-signal-monitor

Monitor public remote job feeds for AI, software, automation, and market demand signals.

Vinicius Assumpção de Araujo

Public Hiring Signal & Job Page Intelligence Agent

jacksu/public-hiring-signal-agent

Extract evidence-linked hiring signals, public job postings, skills, locations, and job-change summaries from company career pages.

jack su

LinkedIn Hiring Demand Signal Finder

glowing_glove/linkedin-company-hiring-signal-lead-finder

Find public LinkedIn hiring-demand surfaces, role keywords, location signals, and evidence links without requiring a LinkedIn login.

Ushba Khan

Hiring Signal Lead Finder

glowing_glove/hiring-signal-lead-finder

Find company hiring demand signals from public job, career, and hiring-result pages, with clean lead sources and outreach angles.

Ushba Khan

LinkedIn Jobs Market Intelligence Scraper

boukapp/linkedin-jobs-intelligence-scraper

Track public LinkedIn job postings to find hiring companies, market demand, job leads, locations, apply URLs, and structured recruiting data.

BOUKAPP

5.0

Job Postings Analytics API - Labor Market Hiring Trends

nabeelbaghoor/job-postings-analytics-api

Rank job postings by top hiring companies, in-demand titles, skills, occupations and locations from a labor market dataset, filtered by date, title, company, skill and geography. Export ranked results with posting counts. Pay per result. Bring your own API key.

Nabeel Hassan

Hiring Demand & Workforce Intelligence Agent

quanmatrix/hiring-demand-intelligence-agent

Use this Actor to analyze hiring demand and workforce and return decision-ready structured signals. Turn LinkedIn, Indeed and other job listing datasets into hiring velocity, role demand, geography and company-expansion intelligence.