Skill Profiling via Job Market Data

In this example we will be skill profiling using the Classification, Job Postings, and Profiles APIs.

Retrieve top "demanded" skills by a Lightcast Title

Request #1

POST https://emsiservices.com/jpa/rankings/specialized_skills_name

{   
  "filter": {  
    "when": {  
      "start": "2023-01",  
      "end": "2023-10",      
      "type": "active"     
    },       
    "title": ["ET96ABF6BA41141CBB"] 
  },    
  "rank": { 
    "by": "unique_postings",  
    "limit": 10     }
}

Response #1

{    
  "data": { 
    "ranking": {   
      "buckets": [   
        {     
          "name": "Marketing",  
          "unique_postings": 1059   
        },                
        {      
          "name": "Global Marketing",    
          "unique_postings": 783  
        },       
        {     
          "name": "Project Management",
          "unique_postings": 522  
        },           
        {        
          "name": "Pharmaceuticals",   
          "unique_postings": 466 
        },               
        {         
          "name": "New Product Development",  
          "unique_postings": 365  
        },               
        {                
          "name": "Marketing Strategies",  
          "unique_postings": 326    
        },               
        {                
          "name": "Value Propositions",    
          "unique_postings": 315      
        },               
        {                  
          "name": "Market Research",   
          "unique_postings": 304     
        },              
        {                
          "name": "Finance",      
          "unique_postings": 288   
        },               
        {                   
          "name": "Key Performance Indicators (KPIs)",  
          "unique_postings": 249  
        }         
      ],           
      "facet": "specialized_skills_name",
    }

Side Request?

Here we use the title ID to get the name.

GET https://classification.emsicloud.com/taxonomies/titles/versions/5.7.0/concepts?limit=10&fields=name,id,level,levelName&q=ET96ABF6BA41141CBB

{    
  "data": [
    {    
      "id": "ET96ABF6BA41141CBB",   
      "name": "Global Marketing Director",   
      "levelName": "title",         
      "level": 0       
    }    
  ],    
  "warnings": [],  
  "errors": [] 
}

Retrieve "supply" of skills by Lightcast Title

Request #1

POST https://emsiservices.com/profiles/rankings/specialized_skills_name

Response #2

{  
  "data": {  
    "ranking": {   
      "buckets": [   
        {              
          "name": "Marketing",   
          "profiles": 3769       
        },            
        {        
          "name": "Global Marketing",    
          "profiles": 2662      
        },               
        {                 
          "name": "Project Management",   
          "profiles": 2129          
        },       
        {        
          "name": "Marketing Strategies", 
          "profiles": 2047      
        },            
        {              
          "name": "Cross-Functional Team Leadership", 
          "profiles": 1597     
        },               
        {             
          "name": "Business Development",   
          "profiles": 1566              
        },            
        {              
          "name": "Marketing Management",     
          "profiles": 1551              
        },              
        {             
          "name": "New Product Development",  
          "profiles": 1529    
        },               
        {                
          "name": "Product Management",    
          "profiles": 1315             
        },                
        {                  
          "name": "Digital Marketing", 
          "profiles": 1225    
        }          
      ],           
      "facet": "specialized_skills_name"
    }
  }
}

Side Get?

GET https://classification.emsicloud.com/taxonomies/titles/versions/5.7.0/concepts?limit=10&fields=name,id,level,levelName&q=ET96ABF6BA41141CBB

{    
  "data": [   
    {      
      "id": "ET96ABF6BA41141CBB", 
      "name": "Global Marketing Director",   
      "levelName": "title",         
      "level": 0       
    }   
  ],  
  "warnings": [],  
  "errors": [] 
}