UK Recruitment Technology AI Recruitment Platform Development System

About the client

A UK-based recruitment technology company focused on graduate hiring, building scalable platforms to help STEM and Finance students discover, apply, and track opportunities with AI-driven personalization and real-time application management.

The Story

The client needed to eliminate inefficiencies in graduate job discovery and tracking. With fragmented sources, no personalization, and missed deadlines, students struggled to manage applications effectively. The client partnered with FiftyFive Technologies to design, develop, and deliver a scalable AI-powered recruitment ecosystem. The engagement covered end-to-end custom software development, AI/ML integration, and cloud deployment.

Challenges

• > Fragmented job data sources across multiple platforms.

• > No AI-powered personalized recommendations for students.

• > Lack of centralized tracking for job applications.

• > Missed deadlines due to absence of real-time alerts.

• > High manual workload for administrators and recruiters.

• > Inefficient job data enrichment and inconsistent formats.

The Solution

• > Custom software development of two portals: Candidate and Admin.

• > Secure onboarding using Google OAuth and OTP authentication.

• > AI/ML-powered semantic job search with OpenAI-driven NLP models.

• > Kanban-style tracker for structured application management.

• > Real-time alerts and notifications integrated via Mail.

• > Admin dashboard with ATS API integrations (Workday, Greenhouse, SmartRecruiters)

• > Automated job sourcing through webhooks, newsletters, and Zyte scraping.

• > Data enrichment and normalization pipelines using OpenAI APIs.

• > Tech stack: React.js, NestJS, MongoDB, Dockerized AWS deployments.

• > Agile methodology with CI/CD pipelines; delivered by a team of 4 developers and 1 lead.

The Outcome

The platform enabled 80% faster job discovery through AI-driven recommendations and automated alerts. Students improved application success rates with structured Kanban tracking and deadline reminders. Recruiters reduced manual effort through automated scheme management and integrated ATS workflows, cutting administrative overhead significantly. With its modular, cloud-native foundation, the system is positioned for future SaaS scaling, mobile expansion, and employer-focused dashboards—delivering clear business value, operational efficiency, and long-term scalability.