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Jobs
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Toptal Scraper

Extract freelancer profiles, skill sets, hourly rates, and availability from Toptal talent network. Built on spider-browser .

Get started Docs
target
toptal.com
success rate
99.9%
latency
~4ms
Quick start

Extract data in minutes.

toptal-scraper.ts
import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
  stealth: 2,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://www.toptal.com/developers");
await page.content(10000);

const data = await page.extractFields({
  heading: "h1",
  description: ".hero-description",
  skills: ".skill-tags li",
  processSteps: ".process-steps .step-title",
  talentCategories: ".talent-categories a",
  ctaText: ".cta-section .btn",
});

console.log(data);
await spider.close();
ready to run · spider-browser · TypeScript
Fetch API

One endpoint for toptal.com.

Structured JSON from toptal.com with a single POST. AI-resolved selectors, cached on the first call.

POST /fetch/toptal.com/
Freelancer nameTitleSkillsHourly rateAvailabilityExperience years
cURL
curl -X POST https://api.spider.cloud/fetch/toptal.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'
Python
import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/toptal.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())
Node.js
const resp = await fetch("https://api.spider.cloud/fetch/toptal.com/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);
Extraction

Fields you can pull.

Freelancer nameTitleSkillsHourly rateAvailabilityExperience yearsLocation
Listings

Job data aggregation

Extract titles, salaries, and requirements from toptal.com search results.

Stealth

Access gated content

Stealth browsing handles login walls and bot detection on job platforms.

Freshness

Scheduled monitoring

Track new postings and salary changes with recurring scrape jobs.

Related

More Jobs scrapers.

Start

Start scraping toptal.com.

Grab an API key and call the endpoint above. The first request resolves the config; every request after hits cache.