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yussaaa / LLM-job-recommender

Parse job description, save into Vector DB and recommend to user based on their resume
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What visualization to add on the Kibana dashboard #3

Open yussaaa opened 10 months ago

yussaaa commented 10 months ago

JD DB

  1. Num of jobs by locations (Filter by main job title, DS, DE, MLE, SDE, DA)
  2. Cloud provider(AWS, GCP, Azure) histogram
  3. Number of job per weekday/ hour ? See when more jobs are posted?
  4. Number of skills been mentioned in the JD
    • Skills per title word cloud
  5. Number of jobs per title (MLE, DE, DS, DA, SDE ...)
  6. Location on map as bubble graph

User resume DB visualize:

  1. By desired job title, histogram
  2. By current location
  3. YoE
  4. Top skills
  5. UI survey salary expectation
  6. Survey job preference
  7. Approximate age (using
yussaaa commented 9 months ago

RAG the 4. company_size (if not available in the job description for future