Resumelake Mapping

The Resumelake Mapping defines how candidate resumes are structured in Elasticsearch. Below is a breakdown of its attributes:

1. Personal Information

• candidate_name: Full name of the candidate

• candidate_email: Candidate's email address

• candidate_phone: Contact number

• candidate_city: City of residence

• candidate_state: State of residence

• candidate_country: Country of residence

2. Work Experience

• current_designation: Candidate’s current job title

• current_company: Candidate’s current employer

• current_company_industry: Industry type (IT, Finance, etc.)

• previous_experience:

  • designation: Job title

  • company: Employer name

  • industry: Industry type

  • start_date: Start date

  • end_date: End date

  • location: Location of the job

3. Education

• degree: Degree obtained (e.g., Bachelor’s, Master’s)

• major: Field of study

• university: University attended

• graduation_year: Year of graduation

4. Skills & Certifications

• skills: List of relevant skills

• certifications:

  • name: Certification name

  • issuing_organization: Organization that issued the certification

  • issue_date: Date when the certification was issued

5. Languages

• language: Language spoken

• proficiency: Proficiency level (Basic, Fluent, Native)

6. Projects & Publications

• projects:

  • title: Project name

  • description: Brief summary

  • technologies: Technologies used

  • role: Candidate’s role in the project

• publications:

  • title: Publication title

  • publication: Where it was published

  • year: Year of publication

Example Payload

resumelake_mapping = {
        "properties": {
            "candidate_name": {"type": "text"},
            "candidate_email": {"type": "keyword"},
            "candidate_phone": {"type": "keyword"},
            "candidate_city": {"type": "text"},
            "candidate_state": {"type": "text"},
            "candidate_country": {"type": "text"},
            "linkedin_profile": {"type": "keyword"},
            "github_profile": {"type": "keyword"},
            "portfolio_website": {"type": "keyword"},
            "current_designation": {"type": "text"},
            "current_company": {"type": "text"},
            "current_company_industry": {"type": "text"},
            "current_company_size": {"type": "keyword"},
            "current_company_start_date": {"type": "date", "format": "yyyy-MM"},
            "previous_experience": {
                "type": "nested",
                "properties": {
                    "designation": {"type": "text"},
                    "company": {"type": "text"},
                    "industry": {"type": "text"},
                    "start_date": {"type": "date", "format": "yyyy-MM"},
                    "end_date": {"type": "date", "format": "yyyy-MM"},
                    "location": {"type": "text"}
                }
            },
            "total_work_experience": {"type": "keyword"},
            "education": {
                "type": "nested",
                "properties": {
                    "degree": {"type": "text"},
                    "major": {"type": "text"},
                    "university": {"type": "text"},
                    "graduation_year": {"type": "integer"}
                }
            },
            "skills": {"type": "keyword"},
            "certifications": {
                "type": "nested",
                "properties": {
                    "name": {"type": "text"},
                    "issuing_organization": {"type": "text"},
                    "issue_date": {"type": "date", "format": "yyyy-MM"}
                }
            },
            "languages": {
                "type": "nested",
                "properties": {
                    "language": {"type": "text"},
                    "proficiency": {"type": "keyword"}
                }
            },
            "projects": {
                "type": "nested",
                "properties": {
                    "title": {"type": "text"},
                    "description": {"type": "text"},
                    "technologies": {"type": "keyword"},
                    "role": {"type": "text"}
                }
            },
            "publications": {
                "type": "nested",
                "properties": {
                    "title": {"type": "text"},
                    "publication": {"type": "text"},
                    "year": {"type": "integer"}
                }
            },
            "awards": {
                "type": "nested",
                "properties": {
                    "title": {"type": "text"},
                    "organization": {"type": "text"},
                    "year": {"type": "integer"}
                }
            },
            "references": {
                "type": "nested",
                "properties": {
                    "name": {"type": "text"},
                    "designation": {"type": "text"},
                    "company": {"type": "text"},
                    "email": {"type": "keyword"}
                }
            }
        }
    }