Recruitment platform AI matching ATS integration

Custom job board app development

Job board development for organisations that bring vacancies, candidates and the application process together on their own platform. We build vacancy platforms with AI-driven matching, automated screening and seamless integrations with existing HR systems.

AI 94% 87% Analytics

What we build: your own job platform

A job board is more than a list of vacancies. It is a complete recruitment ecosystem that brings together employers, candidates and recruiters. We develop custom platforms that go beyond standard job board templates, with automated workflows, intelligent matching and an application flow that works on any device.

From concept to live platform

We guide you through the entire process: from mapping out your recruitment process, through a functional prototype with candidate and employer portals, to a scalable production platform. With attention to usability, time-to-hire and integration with your existing HR stack.

End-to-end
Guidance
Agile
Approach
GDPR
Compliant
1. Discovery & requirements
2. UX design & prototype
3. Platform development
4. Integrations & testing
5. Launch & ongoing development

Whether you want a niche job board for a specific sector, an internal recruitment portal for your organisation, or a fully commercial job platform with payment models, we design and build it as an app or web application that suits your ambitions.

Core features of your job board

A successful job platform rests on three pillars: how vacancies are managed and distributed, how candidates are matched automatically, and how the application process runs smoothly.

Vacancy management

Vacancy management and publishing

Employers manage vacancies through their own dashboard: create, edit, pause and publish with a few clicks. Vacancies are automatically distributed to external channels such as Indeed and LinkedIn via API integrations, so your reach is maximised without any manual copy-and-paste work.

  • Employer dashboard with vacancy overview
  • Multi-channel publishing via APIs
  • Automatic expiry dates and status management
  • Rich text editor for vacancy descriptions
AI matching

AI-powered candidate matching

Our matching algorithms compare candidate profiles with vacancy requirements based on skills, experience, location and availability. Using AI models and embedding technology, we go beyond keyword matching: the system understands context and ranks candidates by genuine suitability.

  • Semantic matching via embeddings
  • CV parsing and profile enrichment
  • Match score with explainable ranking
  • Automatic candidate suggestions per vacancy
Applicant tracking

Applicant tracking system (ATS)

A built-in or integrated ATS ensures every application follows a structured process: from intake, through screening and interviews, to offer or rejection. Recruiters can see at a glance where each candidate sits in the pipeline and what the next action is.

  • Kanban board for application stages
  • Automated status emails to candidates
  • Notes, scores and feedback per candidate
  • Integration with external ATS systems via API integrations

Use cases: who do we build job boards for?

Job board platforms take different forms, depending on the target group and the revenue model. We build custom solutions for each of these scenarios, always tailored to the specific workflow and market.

Staffing & temping

Recruitment agencies and staffing

Recruitment agencies work with large candidate pools and fast placements. We build platforms with bulk matching, availability planning and automated contract generation, including portals for clients to submit vacancies and monitor progress.

Corporate recruitment

Internal recruitment portals

Large organisations need their own recruitment platform that integrates with their HRIS, SSO and employer branding. We build internal job boards with referral programmes, talent pools and hiring manager dashboards, fully in your own corporate identity and domain.

Niche & vertical

Niche job boards

Vertical job boards focus on a specific sector, region or job category: tech vacancies, healthcare staff, the construction sector, or remote-first roles. By narrowing the focus, matching and content become more relevant. We build platforms with sector-specific filters, taxonomies and community features.

Freelance & gig

Freelance and gig platforms

Platforms for freelancers and temporary assignments require a different approach: project-based matching, availability calendars, hourly rate logic and review systems. We develop marketplaces with escrow-style payment flows, portfolio profiles and assignment management.

Technology behind your job platform

We choose technologies that are scalable, maintainable and proven in production. The exact stack depends on your requirements, but these are the building blocks we typically use for job board platforms.

React Next.js Node.js TypeScript PostgreSQL Elasticsearch OpenAI embeddings REST API GraphQL Redis Docker AWS / Azure Stripe SendGrid

Search and filtering

Searching job listings needs to be fast and accurate, even across tens of thousands of listings. With Elasticsearch, we build a search experience with faceted search, autocomplete, location filters and relevance ranking that feels like a modern search engine.

  • Full-text search with relevance scoring
  • Faceted filtering by location, sector and employment type
  • Geolocation-based search
  • Autocomplete and search suggestions

Payment models and monetisation

Commercial job boards need a revenue model. We implement payment flows that suit your strategy: pay-per-listing, monthly subscriptions, featured listings, or freemium with premium upgrades. Integrated with payment providers and equipped with invoicing logic.

  • Pay-per-post, subscriptions or credits
  • Featured and sponsored listings
  • Freemium with premium upgrade paths
  • Stripe integration with automated invoicing
Not yet sure about a large project?

Test your idea first: a working prototype in 1 day

With OneDayBuild, we turn your idea into something tangible in one day for €1,150, so you can see whether further development is worth the investment. Decide to go ahead with the full build? Then we credit the full cost.

Explore OneDayBuild →

Why Appfront for your job board?

Building a vacancy platform requires more than front-end development. It calls for knowledge of recruitment processes, scalable architecture and integrations with your existing HR landscape.

Our approach

Discovery → UX & design → MVP → Integrations → Launch → Ongoing development

Platform builders with domain expertise

Platform thinking, not standalone features

We don't build a collection of screens, but a coherent platform in which candidate, employer and recruiter flows are aligned. From enterprise-grade architecture to mobile application flows: every component is designed to work together.

  • Experience with multi-sided platforms
  • Scalable from hundreds to hundreds of thousands of listings
  • Focus on conversion in the application flow

Integrations with your HR stack

Your job board doesn't stand alone. We integrate it with existing ATS systems, HRIS platforms, payroll software and communication tools. Through API integrations, we ensure data flows seamlessly between your vacancy platform and the rest of your organisation.

  • Integrations with ATS, HRIS and payroll
  • SSO and identity management
  • Webhooks for real-time data synchronisation

Privacy and GDPR compliance

A job board processes sensitive personal data: CVs, contact details, cover letters and sometimes national insurance numbers. The GDPR sets strict requirements on how you collect, store and share this data. We build platforms where privacy by design is the default.

  • Automatic retention periods for candidate data
  • Consent management: explicit permission for each processing purpose
  • Right to erasure: candidates can fully delete their profile and data
  • Data minimisation: collecting only the data that is necessary
  • Encrypted storage of CVs and personal data
  • Audit logging of all data access by employers and recruiters

Candidates expect transparency. Employers demand compliance. We deliver both, so your platform inspires trust from day one.

Frequently asked questions about job board development

What is the difference between a job board and an ATS? +
A job board is a platform where vacancies are published and where candidates can apply. An ATS (applicant tracking system) is the software recruiters use to process applications: screening, scheduling interviews, recording feedback. In practice, we combine both into an integrated platform, so the flow from vacancy publication to hire runs seamlessly.
How does AI matching work on a job platform? +
AI matching goes beyond keyword comparison. We use embedding models that convert the content of CVs and job descriptions into vector representations. By comparing these vectors, the system identifies candidates who are a genuine fit, even when they use different wording. The result is a match score with explainable factors, so recruiters can see immediately why someone scores highly.
Can my job board be integrated with Indeed and LinkedIn? +
Yes. We build integrations with external job platforms via their APIs, XML feeds or standardised formats such as HR Open Standards. Vacancies are automatically posted to Indeed, LinkedIn and other channels relevant to your target audience, including status updates when a vacancy is closed or changed.
Which payment models are possible for a commercial job board? +
The most common models are pay-per-vacancy, monthly or annual subscriptions, credit systems, and freemium with premium upgrades. There are also options such as featured listings (paid placement at the top) and recruitment marketing add-ons. We advise on which model suits your market and implement the full payment flow, including invoicing.
How long does it take to build a job board? +
The timeframe depends on scope and complexity. An MVP with core functionality (posting vacancies, searching, applying) can be live within a few weeks. A fully fledged platform with AI matching, employer dashboards, payment integrations and multi-channel publication requires a longer timeline. We work in sprints, so you have a working product quickly and we expand iteratively.
What determines the cost of a vacancy platform? +
The main cost factors are the number of user roles (candidates, employers, recruiters, admins), the complexity of matching and search functionality, the number of external integrations, payment logic and the degree of custom design and flows. After a discovery session, we prepare a transparent quote so you know exactly where you stand.

Ready to build your own vacancy platform?

From niche job board to enterprise recruitment platform: we build the vacancy platform that suits your market and way of working. View our services, read about our app development approach, or get in touch directly for a no-obligation conversation.

✓ No-obligation advisory call • ✓ GDPR-compliant • ✓ Scalable architecture

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