💼 Tech Jobs Newsletter Aggregator

🚀 Aggregate hand-curated tech job postings from top Substack newsletters.

🕒 Last updated 2026-07-17 · 📊 9 fields per record · Apify residential proxy

Pulls structured job rows (company, role, link, newsletter) from publications like job hunting sux, Nonlinear News, Beyond Bay Street. CSV, Excel, JSON or XML output. Every record is mapped to a consistent schema - role, company, apply url, ats, newsletter name, post title and more, so you can filter, join and export without any glue code. No account or API key required to try it.

🎯 Target Audience	💡 Primary Use Cases
Analysts, developers, researchers and operators who need this data as clean rows	Data collection, enrichment, monitoring, and feeding apps, sheets or models

📋 What the Tech Jobs Newsletter Aggregator does

• Collects the records you ask for as clean, structured rows
• Returns 9 fields per record including role, company, apply url, ats, newsletter name, post title
• Consistent, flat schema - ready for a spreadsheet, database or app
• Exports to CSV, Excel, JSON, or XML

💡 Why it matters: the raw source returns nested, paged responses. This Actor flattens them into one clean row per record, so the data drops straight into your workflow.

🎬 Full Demo (🚧 Coming soon)

⚙️ Input

Field	Type	Description
newsletters	array	Substack-powered newsletter feed URLs to aggregate. Each URL should be the RSS endpoint (typically /feed). e.g. https://www.jobhuntingsux.com/feed, https://nonlinearnews.com/feed, https://beyondbayst.substack.com/feed, https://aitidbits.substack.com/feed, https://thepragmaticengineer.substack.com/feed, https://lennysnewsletter.substack.com/feed.
lookbackDays	integer	Only include posts published within the last N days. Set 0 to skip date filtering. e.g. 30.
keyword	string	Filter by job title or company keyword (case-insensitive substring match). Leave empty for all.
maxItems	integer	Cap on the number of results. Free: 10. Paid: up to 1,000,000.
proxyConfiguration	object	Apify Proxy configuration. Defaults to Apify Proxy. e.g. [object Object].

{"newsletters":["https://www.jobhuntingsux.com/feed","https://nonlinearnews.com/feed","https://beyondbayst.substack.com/feed","https://aitidbits.substack.com/feed","https://thepragmaticengineer.substack.com/feed","https://lennysnewsletter.substack.com/feed"],"lookbackDays":30,"maxItems":25,"proxyConfiguration":{"useApifyProxy":true}}

📊 Output

Each item is one record with 9 fields:

Field	Type	Description
role	string	Role
company	string	Company
applyUrl	string	Apply URL
ats	string	ATS / Source
newsletterName	string	Newsletter
postTitle	string	Post Title
postUrl	string	Post URL
publishedAt	string	Published
scrapedAt	string	Scraped

✨ Why choose this Actor

• Clean, flat schema - ready to use
• Residential proxy support for reliable access
• Export to CSV, Excel, JSON, or XML
• Pay-per-event billing - only pay for records returned

🚀 How to use

1. Create a free account w/ $5 credit
2. Open the Actor on Apify Console
3. Fill in the input fields
4. Click Start
5. Download the results as CSV, Excel, JSON, or XML

💼 Use cases

Research and analysis - study the data at scale in your own tools.

Enrichment - add structured records to a database, sheet or app.

Monitoring - track changes over time with scheduled runs.

Datasets - build clean datasets for reporting, dashboards or models.

🔌 Automating Tech Jobs Newsletter Aggregator

Trigger the Actor via Make, Zapier, Slack, Airbyte, GitHub Actions, Google Drive, n8n or any HTTP webhook on Apify's integration platform.

🤖 Ask an AI assistant about this scraper

Paste this README into ChatGPT, Claude, Perplexity or Copilot and ask how to integrate the data into your workflow.

❓ Frequently Asked Questions

❓ Do I need an API key? No - just set the input and run.

❓ Free users? Capped at 10 items per run - perfect for testing.

❓ What output formats? CSV, Excel, JSON, or XML - pick on the Storage tab.

❓ Is the data live? Yes - fetched at run time.

❓ Can I schedule it? Yes - use Apify's scheduler or any webhook integration.

🔌 Integrate with any app

Apify provides webhooks, REST API, scheduled runs, dataset downloads, and integrations with Make, Zapier, n8n, Slack, Google Drive, Airbyte, GitHub Actions, and more.

💡 Pro Tip: browse the complete ParseForge collection for more scrapers and all-in-one combos.

🆘 Need Help? Open our contact form

⚠️ Disclaimer: independent tool, not affiliated with any data source named above. Only publicly available data is collected.