We're thrilled to share our latest innovations and bring you up to speed on our recent developments. In this article, we'll highlight the most exciting updates for November.

WHAT'S NEW IN NOVEMBER 2025:

  1. Connector & APIs
    1. Optimize Job Feeds For AI With Jobcurator, our new Open-Source Tool

1. Optimize Job Feeds For AI With Jobcurator, our new Open-Source Tool

We’re excited to introduce Jobcurator, an open‑source Machine Learning library designed to clean, normalize, structure, compress, and sample large job datasets — before they reach your AI, ranking, or search systems.

Jobcurator acts as a data curation layer, sitting upstream of your pipelines to ensure job data quality from the very first step.

😍 Why it’s a big deal for HrFlow.ai users?

At HrFlow.ai, our mission is to solve unemployment, one API at a time — and high‑quality job data is a critical part of the equation.

If you work as a Data Scientist, Data Engineer, or Product Manager on a job board, aggregator, or programmatic distribution platform, you already know the problem:

  • Job feeds are messy, highly redundant, poorly structured, and hard to scale efficiently.
  • Raw job data is rarely ready for intelligent processing.

Jobcurator was built to fix this.

It transforms noisy job streams into high‑quality, deduplicated, and diverse datasets, ready to power:

  • AI ranking & matching
  • Job recommendation systems
  • Search engines
  • Analytics pipelines

Results: Better data in → better AI out.

Read our release note

❓Community Support

For general help using HrFlow.ai, please refer to the official HrFlow.ai docs.
For additional help, you can use one of these channels to ask a question:


Best wishes,
The HrFlow.ai Team