Updated July 2025

Understanding AI Scoring

EdoMatch's AI scoring system helps match the right candidates with the right opportunities. Learn how our algorithm evaluates skills, experience, and preferences to deliver accurate results.

How AI Scoring Works

EdoMatch's AI scoring system analyzes multiple data points from both job descriptions and candidate profiles to create compatibility scores. The system continuously learns and improves from hiring outcomes and feedback to provide increasingly accurate matches over time.

Scoring Factors

Skills Matching

Our AI analyzes both hard skills (technical abilities, certifications) and soft skills (communication, teamwork) to determine compatibility. The system recognizes skill synonyms and related competencies, even when they're phrased differently.

Experience Relevance

Beyond simply counting years of experience, our algorithm evaluates the quality and relevance of that experience to the specific role. It considers industry context, company size, and job responsibilities.

Location Preferences

The system considers geographic compatibility based on the job location and candidate preferences, including remote work options, commute distances, and relocation willingness.

Career Trajectory

Our AI evaluates how well a position fits into a candidate's career path, considering factors like growth potential, skill development opportunities, and alignment with stated career goals.

Transparency and Fairness

EdoMatch is committed to transparency in our AI scoring. All match percentages are explained with detailed breakdowns showing how scores were calculated. Our system undergoes regular bias audits to ensure fairness across all demographic groups, and we continuously refine our algorithms to eliminate potential biases.

Optimization Tips

For Employers

  • Be specific about required skills versus nice-to-have skills in job descriptions.
  • Include clear information about work environment and company culture.
  • Update your preferences regularly as your hiring needs evolve.
  • Provide feedback on match quality to help the system learn your preferences.

For Candidates

  • Keep your skills inventory up-to-date with your latest capabilities.
  • Be specific about your experience, including technologies and methodologies used.
  • Clearly indicate your preferences for work type, location, and industry.
  • Update your profile when your career goals or circumstances change.

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