You can access the Job Board Market Demand Analyzer 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    "schemaVersion": "1.0",
10    "analysisId": "jobs-ge-weekly-sample",
11    "sampleCompleteness": "BOUNDED_OR_PARTIAL_SAMPLE",
12    "observations": [
13        {
14            "sourceBoard": "jobs-ge",
15            "sourceJobId": "sample-001",
16            "title": "Backend Engineer",
17            "company": "Example One",
18            "location": "Tbilisi",
19            "category": "Engineering",
20            "employmentType": "Full-time",
21            "remote": False,
22            "salaryMin": 3000,
23            "salaryMax": 4500,
24            "salaryCurrency": "GEL",
25            "salaryPeriod": "month",
26            "postedAt": "2026-08-28T09:00:00.000Z",
27        },
28        {
29            "sourceBoard": "jobs-ge",
30            "sourceJobId": "sample-002",
31            "title": "Data Engineer",
32            "company": "Example Two",
33            "location": "Tbilisi",
34            "category": "Engineering",
35            "employmentType": "Full-time",
36            "remote": True,
37            "salaryMin": 3500,
38            "salaryMax": 5000,
39            "salaryCurrency": "GEL",
40            "salaryPeriod": "month",
41            "postedAt": "2026-08-29T09:00:00.000Z",
42        },
43        {
44            "sourceBoard": "jobs-ge",
45            "sourceJobId": "sample-003",
46            "title": "Platform Engineer",
47            "company": "Example Three",
48            "location": "Tbilisi",
49            "category": "Engineering",
50            "employmentType": "Full-time",
51            "remote": False,
52            "salaryMin": 4000,
53            "salaryMax": 5500,
54            "salaryCurrency": "GEL",
55            "salaryPeriod": "month",
56            "postedAt": "2026-08-30T09:00:00.000Z",
57        },
58    ],
59}
60
61# Run the Actor and wait for it to finish
62run = client.actor("zinin/job-board-market-demand-analyzer").call(run_input=run_input)
63
64# Fetch and print Actor results from the run's dataset (if there are any)
65print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
66for item in client.dataset(run.default_dataset_id).iterate_items():
67    print(item)
68
69# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Analyze Job Board Market Demand from Data API in Python

The Apify API client for Python is the official library that allows you to use Job Board Market Demand Analyzer API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Job Board Market Demand Analyzer API in JavaScript

Job Board Market Demand Analyzer API through CLI

Job Board Market Demand Analyzer OpenAPI definition

Job Board Market Demand Analyzer API

Rightmove Market Comps Analyzer

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Aggregate buyer-authorized normalized UK asking-price observations into privacy-bounded comparable-market reports without contacting Rightmove or another source.

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LinkedIn Job Skills Demand Scraper

neuton/linkedin-tech-skills-demand-analyzer

Analyze public LinkedIn job descriptions for technology-skill demand with counts, companies, locations, and auditable sample jobs.

Neuton Scripts

ATS Job Board Scraper

enfex/ats-job-board-scraper

Extract public job metadata from bounded Greenhouse and Lever board tokens.

Marcel K

Upwork Job Demand & Buyer Intent Scraper

glowing_glove/upwork-job-demand-buyer-intent-scraper

Monitor freelance buyer demand and surface project links, service demand signals, and offer-positioning angles from public Upwork result pages.

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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 Board Snapshot Change Detector

zinin/job-board-snapshot-change-detector

Compare two buyer-authorized factual job-board snapshots and report observed additions, removals and changed fields.

Tim Zinin

Job Board Aggregator

mighty_monk/job-board-aggregator

Aggregate remote and on-site job listings from Remotive, Arbeitnow, and custom job board URLs. Extract title, company, location, salary, remote flag, description, and apply URL.

Harsh

LinkedIn Talent Demand Benchmark Scraper

neuton/linkedin-talent-demand-benchmark

Compare bounded public LinkedIn job samples without login. Export evidence-backed talent-demand benchmarks with source URLs and caveats.

Neuton Scripts

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

💼 Remote Job Board Scraper

pixel_drafter/remote-job-board-scraper

Remote Job Board Scraper extracts remote job listings from public job boards using a headless browser. It collects job titles, company names, locations, and job URLs in structured JSON format. Ideal for job aggregators, alerts, analytics, and market research workflows.