Why same Employer name is getting fetched for different Job Profiles?

When the same employer name is fetched for different job profiles, especially in a resume parsing or job data extraction context, it typically occurs due to one or more of the following reasons:

🔍 1. Multiple Roles at the Same Company

Scenario: A candidate worked in different positions over time at the same organization.

Why it happens:

• Resume parsers often identify a parent employer and list multiple job titles or roles under it.

• For example:

  

Expected behavior: The parser should maintain the employer name constant while extracting different job titles under it.

🧠 2. Section Misinterpretation

Scenario: The resume format confuses the parser.

Why it happens:

• Poor formatting or inconsistent structure (e.g., missing dates or headers) can lead the parser to duplicate the employer across job sections.

Result:

• The parser may wrongly assume that each job title starts a new employment block, and copy the employer name each time.

📄 3. Template or CV Builder Issues

Scenario: Candidates use structured CV templates.

Why it happens:

• Tools like Canva or Zety might embed employer data in a way that repeats or mislabels it across multiple fields, making the parser think it's separate entries.

🛠️ 4. Parser Configuration/Logic

Scenario: Parser logic is not tuned for multiple roles under one employer.

Why it happens:

• Some resume parsers are rule-based and not designed to recognize a nested job structure.

• If job roles are not indented or grouped under one company, the parser could extract the same employer name repeatedly.

✅ Recommended Actions

1. Check resume formatting: Make sure each employer groups roles clearly, ideally with dates and hierarchy.

2. Parser enhancement:

   • Use NLP models that detect hierarchical job history.

   • Implement employer-role nesting logic.

3. Validation layer: Post-processing rules can help deduplicate or associate job roles with a single employer intelligently.

If you still have any questions, you can always contact RChilli Support via creating a ticket by sending an email at support@rchilli.com. The support team will assist you further with this.