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    <title>DEV Community: Frank Horan</title>
    <description>The latest articles on DEV Community by Frank Horan (@helick).</description>
    <link>https://dev.to/helick</link>
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      <title>DEV Community: Frank Horan</title>
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    <item>
      <title>How to Query Remote Jobs, Public Tenders, and City Populations with a Single API</title>
      <dc:creator>Frank Horan</dc:creator>
      <pubDate>Tue, 22 Sep 2026 22:12:48 +0000</pubDate>
      <link>https://dev.to/helick/how-to-query-remote-jobs-public-tenders-and-city-populations-with-a-single-api-4c71</link>
      <guid>https://dev.to/helick/how-to-query-remote-jobs-public-tenders-and-city-populations-with-a-single-api-4c71</guid>
      <description>&lt;p&gt;Finding reliable public data for developer projects often means stitching together half a dozen brittle scrapers or signing up for multiple paid services.&lt;/p&gt;

&lt;p&gt;I built a consolidated &lt;strong&gt;Data-as-a-Service (DaaS)&lt;/strong&gt; platform that groups three commonly needed datasets behind a fast, single endpoint interface:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Remote Tech Jobs &amp;amp; Normalized Salaries:&lt;/strong&gt; Real-time job feeds categorized by role and stack with salary benchmarks.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Government Procurement Tenders:&lt;/strong&gt; Active public sector RFPs and contracting notices.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Global City Demographics &amp;amp; Radius Search:&lt;/strong&gt; Over 48,000 cities with geographic coordinates, population metrics, and bounding-circle radius queries.&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Tech Stack
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Framework:&lt;/strong&gt; FastAPI running inside Docker&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Database:&lt;/strong&gt; SQLite with compound indexes for sub-millisecond retrieval&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Tunneling &amp;amp; Gateway:&lt;/strong&gt; Cloudflare Tunnel routed directly to RapidAPI for auth and rate limiting&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Quick Python Example
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
python
import requests

url = "[https://remote-tech-jobs-salary-index.p.rapidapi.com/v1/population/search](https://remote-tech-jobs-salary-index.p.rapidapi.com/v1/population/search)"

querystring = {"city": "Austin", "country": "US"}

headers = {
    "X-RapidAPI-Key": "YOUR_API_KEY",
    "X-RapidAPI-Host": "remote-tech-jobs-salary-index.p.rapidapi.com"
}

response = requests.get(url, headers=headers, params=querystring)
print(response.json())
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

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      <category>python</category>
      <category>webdev</category>
      <category>api</category>
      <category>showdev</category>
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