Joblake Mapping

The Joblake Mapping defines how job-related data is structured in Elasticsearch. Below is a structured breakdown of its attributes:

1. Job Details

• job_title: Title of the job (e.g., Software Engineer)

• job_department: The department to which the job belongs

• job_location:

  • city: City where the job is located

  • state: State of job location

  • country: Country of the job

  • remote: Whether the job is remote

2. Company Information

• company_name: Name of the company

• company_industry: Industry type (e.g., IT, Finance)

• company_size: Size of the company

3. Employment Details

• employment_type: Type of employment (Full-time, Contract, etc.)

• experience_required: Required experience level

• education_required:

  • degree: Required degree (e.g., Bachelor's, Master's)

  • major: Field of study

  • preferred_university: Preferred university

4. Skills & Certifications

• skills_required: List of required skills

• preferred_certifications:

  • name: Certification name

  • issuing_organization: Organization that issued the certification

5. Compensation

• salary_range:

  • min: Minimum salary

  • max: Maximum salary

• equity: Whether equity is provided

• bonuses: Whether bonuses are included

6. Additional Information

• benefits: Employee benefits

• company_culture: Description of the company's work culture

• recruiter_contact:

  • name: Recruiter's name

  • email: Recruiter's email

  • phone: Recruiter's phone

Example Payload

joblake_mapping = {
    "properties": {
        "job_title": {"type": "text"},
        "job_department": {"type": "text"},
        "job_location": {
            "properties": {
                "city": {"type": "text"},
                "state": {"type": "text"},
                "country": {"type": "text"},
                "remote": {"type": "boolean"}
            }
        },
        "company_name": {"type": "text"},
        "company_industry": {"type": "text"},
        "company_size": {"type": "keyword"},
        "employment_type": {"type": "keyword"},
        "experience_required": {"type": "text"},
        "education_required": {
            "type": "nested",
            "properties": {
                "degree": {"type": "keyword"},
                "major": {"type": "text"},
                "preferred_university": {"type": "text"}
            }
        },
        "skills_required": {"type": "keyword"},
        "preferred_certifications": {
            "type": "nested",
            "properties": {
                "name": {"type": "text"},
                "issuing_organization": {"type": "text"}
            }
        },
        "job_responsibilities": {"type": "text"},
        "preferred_experience": {
            "type": "nested",
            "properties": {
                "designation": {"type": "text"},
                "industry": {"type": "text"},
                "company_type": {"type": "text"},
                "min_years": {"type": "integer"},
                "max_years": {"type": "integer"}
            }
        },
        "languages_required": {
            "type": "nested",
            "properties": {
                "language": {"type": "text"},
                "proficiency": {"type": "keyword"}
            }
        },
        "technologies_used": {"type": "keyword"},
        "compensation": {
            "properties": {
                "salary_range": {
                    "properties": {
                        "min": {"type": "keyword"},
                        "max": {"type": "keyword"}
                    }
                },
                "equity": {"type": "boolean"},
                "bonuses": {"type": "boolean"}
            }
        },
        "benefits": {"type": "keyword"},
        "company_culture": {"type": "text"},
        "recruiter_contact": {
            "properties": {
                "name": {"type": "text"},
                "email": {"type": "keyword"},
                "phone": {"type": "keyword"}
            }
        },
        "application_deadline": {"type": "date", "format": "yyyy-MM-dd"}
    }
}