Humanitarian Jobs Dashboard

Database Structure

Analysis

• Evolution of relief jobs by experience levels 2025-08-10 DataAnalysis

• LLM extraction of new information in Job Descriptions about localization 2025-08-10 AI

• The rolling week problem DataAnalysis

Metrics

• Seven Days Trend

• Total Active Posts

• Jobs Closing Soon

• Top 10 Hiring Organizations

• Breakdown by Career Category

• Map of Jobs Density

• Opportunities by Experience Level

• Average Job Posting Duration (days)

• Average Time to Hire (days)

• Job vs. Consultancy

• Experience Level Trends

• Job vs. Consultancy Posting Trends

• Job Postings per Month

• Total Count of Posts

• Percentage of Positions Nationalized

• Most Demanded Languages

• Project-based or Long-term

• Last Post Recorded

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A Technical Note for the n8n workflow:

ReliefWeb’s API is very friendly but requires an appname parameter in every request since September 2025. Since you are a beginner, the URL you’ll likely use in your n8n HTTP Request node will look like this:

https://api.reliefweb.int/v2/jobs?appname=my-humanitarian-dashboard&limit=1000&preset=latest

UPDATE

With all the agents bots scraping the Internet automatically, APIs are gearing up their security and putting more restrictions. This call stopped working and I had to adjust every parameter for the connection not to abort. I am now doing requests of 50 profiles at a time. 2026-01-16