Job-KnowledgeGraph-QA / prompts /cypher_examples.yaml
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examples:
- question: Which companies located in 'San Francisco' are hiring for 'Data Scientist' roles with a 'Master's Degree' requirement?
cypher: |
MATCH (j:Job)<-[:RECRUITES]-(c:Company)-[:LOCATES_IN]->(l:Location)
MATCH (j)-[:REQUIRES]->(e:Education)
WHERE toLower(j.name) CONTAINS 'data scientist' AND toLower(l.name) CONTAINS 'san francisco' AND toLower(e.name) CONTAINS "master"
RETURN DISTINCT c.name AS company
- question: What are the most common skills required for 'Product Manager' jobs across different industries?
cypher: |
MATCH (j:Job)-[:REQUIRES]->(s:Skill)
WHERE toLower(j.name) CONTAINS "product manager"
RETURN s.name, count(*) AS skill_count
ORDER BY skill_count DESC
LIMIT 10
- question: Find all jobs that require at least 5 years of experience and a 'Bachelor's Degree' in 'Computer Science'
cypher: |
MATCH (we:Work_Exper)<-[:REQUIRES]-(j:Job)-[:REQUIRES]->(e:Education)
WHERE toLower(e.name) CONTAINS "bachelor" AND toLower(e.fields) CONTAINS "computer science" AND toLower(we.duration) CONTAINS "5 years"
RETURN j AS job
- question: Identify companies that are subsidiaries of 'Google' and are recruiting for 'Software Engineer' roles with 'Senior' level
cypher: |
MATCH (j:Job)<-[:RECRUITES]-(g:Company)<-[:SUBDIARY]-(c:Company)
MATCH (j)-[:AT_LEVEL]->(wl:Work_LV)
WHERE toLower(g.name) CONTAINS "google" AND toLower(j.name) CONTAINS "software engineer" AND toLower(wl.name) CONTAINS "senior"
RETURN DISTINCT c.name AS company
- question: Find companies recruiting "Machine Learning" jobs and their corresponding job titles.
cypher: |
MATCH (company: Company)-[:RECRUITES]->(job: Job)
WHERE job.name CONTAINS "Machine Learning"
RETURN company.name as company_name, job.name as job_title
- question: Machine Learning job requires?
cypher: |
MATCH (j:Job)
WHERE toLower(j.name) CONTAINS toLower("Machine Learning")
OPTIONAL MATCH (j)-[:REQUIRES]->(s:Skill)
OPTIONAL MATCH (j)-[:REQUIRES]->(e:Education)
OPTIONAL MATCH (j)-[:REQUIRES]->(we:Work_Exper)
RETURN s.name AS skill_requirements, e.name AS education_requirements, we.duration AS work_experience_requirements