Building a job search app that delivers relevance and speed

Net Journey LLC set out to simplify how people search for jobs by removing duplicate listings and irrelevant results. The objective was to create an intuitive iOS app that curates only the most relevant opportunities, saves user preferences and reduces the effort required to land the right role. We delivered a scalable application that helps job seekers discover better matches in less time.

04
Months from design to launch
70%+
Reduction in duplicate job postings 
2x
Faster time to match for job seekers

Too much noise in job boards slowed job seekers.

Traditional job boards overwhelm users with repetitive and irrelevant results. People spend more time filtering than applying, and they often see the same listing many times.
Net Journey LLC needed a mobile-first experience that removed duplicates, preserved search intent and returned only high-quality roles without extra effort.
The team needed a way to remove duplicate and irrelevant postings automatically, save and reuse search parameters, scan multiple sources for the best-fit listings, and deliver a smooth, intuitive iOS experience.

A curated mobile job search experience.

We built My Job Angel, a consumer-grade iOS app focused on speed and relevance. Users set search parameters once, save them and rerun searches without starting over. Behind the scenes, the app scans multiple sources and filters duplicates before results are shown.
Core initiatives included:

Smart search manager Icon

Smart search manager

Smart search manager. Users set and save parameters for quick re-runs. 

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De-duplication and filtering

De-duplication and filtering. Algorithms remove repeats and low-fit roles automatically. 

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Cross-web search

Cross-web search. The engine scans multiple sources to surface better matches. 

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User-centric design

User-centric design. Clear navigation and simple actions drive adoption. 

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Agile delivery

Agile delivery. A blended team of developers, QA and design shipped in four months. 

Team and platform.  Icon

Team and platform. 

Delivered by a small cross-functional squad with iOS as the initial platform. 

Job searching feels focused now. With duplicates removed and preferences saved, people spend less time filtering and more time applying to the right roles.

Lalo Mantilla
Founder & CEO, Net Journey LLC

Better matches and faster job discovery.

The app cuts through the noise, showing users only the roles that truly align with their preferences. Saved searches reduce repeat work and help them stay focused on applying, while duplicates and irrelevant jobs are automatically filtered out to save time. Curated listings improve accuracy by matching user intent, and a simple, consumer-grade mobile experience drives higher adoption. Together, these features create a scalable foundation ready for future enhancements.

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