CareMatch

Category:

Healthcare AI Recruitment / Workforce

Description:

An AI powered job matching platform connecting physicians with healthcare employers through natural language search and personalized recommendations.

carematch-hero

CareMatch: Physician Recruitment That Actually Understands Physicians

An AI driven job platform that matches physicians to roles based on more than just keyword filters and helps employers hire faster because of it.

The Challenge

Physician recruitment is notoriously inefficient on both sides: job boards built for generic hiring don't capture what actually matters to a physician evaluating a role (practice culture, call schedule, patient population, growth path), and employers waste cycles sorting through mismatched applicants. The client needed AI driven matching that could actually parse nuance not just filter by specialty and location. 

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What We Built

A healthcare recruitment platform that helps medical professionals discover relevant opportunities while giving employers a streamlined way to publish, manage, and track job listings and applicants.

Healthcare job listings with specialty, experience, location, and engagement details.

Mobile job detail pages with role, pay, job type, location, and full descriptions.

One-tap job application flow for healthcare professionals.

Employer dashboard for managing jobs, applicants, messages, and listing activity.

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Tech Stack

  • Next.js Setup and Configuration

    Next.js

  • node js

    Node js

  • Mongodb

    Mongodb

  • amazon AWS

    Amazon AWS

  • Group 1000010473.svg

    JWT/OAuth authentication

  • Vector (1).png

    React Native

  • Vector (2).svg

    OpenAI

System Functionality

CareMatch combines AI-powered matching, natural-language search, and personalized recommendations to make physician recruitment more efficient. The platform analyzes both physician preferences and employer requirements to identify stronger-fit opportunities beyond traditional keyword-based job searches. 

carematch-system

AI-Powered Job Matching

Utilizes physician profile, preferences and employer requirements to suggest jobs that are better matched overall.  

Communication & Notifications

Uses integrated communication capabilities to keep physicians and employers informed about recommendations, opportunities, and recruitment activity. 

Two-Sided Platform

Facilitates interaction between physicians and healthcare employers throughout the recruitment process all within one platform.  

Qualitative Matching

Consider career growth, practice culture, call schedules, patient population, etc when considering potential matches.  

Employer Job Management

Supports healthcare employers in the creation, management and promotion of physician job opportunities with relevant role information.  

Physician Profile Management

Allows physicians to develop comprehensive profile that reflects their professional history, career objectives and role preferences.  

Personalized Job Recommendations

Provides relevant job opportunities, based on specialty, location, preferences, experience and qualitative factors.  

Natural-Language Search

Enable doctors and employers to look for opportunities based on flexible and natural search terms, instead of the rigid filters.  

Outcome

Delivered a healthcare recruitment platform that makes it easier for medical professionals to discover relevant opportunities and for employers to manage hiring in one connected experience. The result is a more focused job matching workflow with clearer role information, faster applications, and better visibility across jobs, applicants, and communication.

carematch-outcome
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Building an AI-powered hiring, staffing, or credentialing platform for healthcare?

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