Does the “degreeWithSpecialization” parameter in matching API always affect the scores?

The "degreeWithSpecialization" parameter in the Search and Match API is designed to refine the matching process by considering both Degree and Specialization when matching candidates with job descriptions (JDs). However, whether it always affects the scores depends on the specific conditions of the job and candidate profile.

When It Affects the Scores:

1. When Both Degree and Specialization Match:
   • If both the Degree and Specialization in a candidate’s profile match the job description, the score is significantly impacted. The weightage between the Degree and Specialization is typically equally distributed (50-50%) unless custom weightage is specified using the degreeWithSpecializationWeightage parameter.
   • Example: If a job requires a B.Tech in Computer Science, a resume with a B.Tech in Computer Science will receive a higher score because both the degree and specialization match.
2. When Only One Entity Matches (Degree or Specialization):
   • If only the Degree or Specialization matches, the matched entity will still have a significant impact on the score. The system gives 50% weightage to the matched entity. If only one matches, it still affects the match score but less so than when both match.
   • Example: If the job requires Computer Science but the candidate has a BSc in Computer Science, the match score will be affected but will be lower compared to a perfect match like B.Tech in Computer Science.
3. Degree and Specialization Weightage:
   • You can configure the weightage between Degree and Specialization by passing the degreeWithSpecializationWeightage parameter. If specified, this will adjust how much weight each entity (Degree and Specialization) contributes to the final score.
   • Example: If you set the weightage as Degree: 80%, Specialization: 20%, then the match score will be more heavily influenced by the Degree.

When It Might Not Affect the Scores:

1. If the Job Does Not Have Specific Degree Requirements:
   • If the job description is flexible or does not require a specific degree or specialization (e.g., "Any Degree"), the degreeWithSpecialization parameter may have little to no effect on the matching score.
   • Example: For jobs where a specific degree or specialization is not essential, the Degree and Specialization matching will have minimal impact compared to other factors like skills, experience, or location.
2. If the Candidate Profile Lacks Relevant Degree or Specialization Data:
   • If the candidate’s resume does not provide degree or specialization data (or if the data is ambiguous), the matching scores may not reflect any significant adjustment from the degreeWithSpecialization parameter.

Conclusion:

• Yes, the "degreeWithSpecialization" parameter generally affects the scores when degree and specialization are part of the matching criteria.
• It always impacts the scores if both Degree and Specialization match the job description, with the potential to adjust based on the weightage settings.
• However, if the job has flexible degree requirements or if the candidate profile lacks relevant degree/specialization information, the impact on the match score could be minimal or nonexistent.

If you wish to fine-tune how degree and specialization affect the scores, you can adjust the weightage settings using the degreeWithSpecializationWeightage parameter.

Need Assistance?

For any inquiries, please contact RChilli Support: support@rchilli.com   For more information visit this link, click here