Scrape Linkedin Company Profiles for structured data

Request to scrape a Linkedin Company

A real-time crawl request is dispatched.

import requests

api_endpoint = 'https://nubela.co/proxycurl/api/linkedin/company'
linkedin_profile_url = 'https://www.linkedin.com/company/8m-real-estate-singapore/about'
api_key = 'YOUR_API_KEY'
header_dic = {'Authorization': 'Bearer ' + api_key}

response = requests.get(api_endpoint,
                      params={'url': linkedin_profile_url},
                      headers=header_dic)

Get back structured data

This is a sample Linkedin Company Profile in JSON

{
   "description":"8M is a specialized real estate investment & operating company with more than S$700M AUM.  We employ creative, repositioning strategies across multiple asset classes in Singapore to unlock long-term value & build community.  \n  \n8M creates lifestyle destinations with a sustainable drive by readapting existing real estate with purposeful design and best-in-class partnerships to re-energize Singapore communities.  We are a business at the forefront of an evolving landscape, presenting an unrivaled portfolio of real estate across the city's most desirable districts.  \n\nIn our pursuit to evolve the way people live, work & play in Singapore, 8M Collective was formed in 2018 as the umbrella brand and management company of 8M Real Estate's rapidly accommodation business.  8M Collective is transforming Singapore stays through the conception & development of flexible-living concepts that aim to transform the way people stay in Singapore.\n\nIn just 5 years, we have been instrumental in the re-invigoration of prime areas including Amoy Street & Keong Saik Road and have launched popular boutique living concepts including Base Residences, Ann Siang House and K\u0113Sa House.",
   "website":"http://8mrealestate.com",
   "industry":"Real Estate",
   "company_size":[
      11,
      50
   ],
   "company_size_on_linkedin":44,
   "hq":{
      "country":"SG",
      "geographic_area":null,
      "city":"Singapore",
      "postal_code":"069907",
      "line_1":"88a Amoy St",
      "is_hq":true
   },
   "company_type":"PRIVATELY_HELD",
   "founded_year":2014,
   "specialities":[
      "Acquisitions",
      "Asset Management",
      "Property Management",
      "Real Estate Finance",
      "Leasing",
      "Hospitality",
      "Alternative Accommodation",
      "Property Development",
      "Portfolio Management",
      "Deal Sourcing",
      "Development",
      "Hospitality Management",
      "Owner/Operator",
      "place making",
      "Re-adaptive Use",
      "Refurbishment"
   ],
   "locations":[
      {
         "country":"SG",
         "geographic_area":null,
         "city":"Singapore",
         "postal_code":"069907",
         "line_1":"88a Amoy St",
         "is_hq":true
      }
   ],
   "name":"8M",
   "tagline":"A SPECIALIZED REAL ESTATE INVESTMENT & OPERATING CO.\n",
   "universal_name_id":"8m-real-estate-singapore",
   "profile_pic_url":"https://media-exp1.licdn.com/dms/image/C510BAQGSRz4mjWcjxg/company-logo_400_400/0?e=1603929600&v=beta&t=yJgQGG-jGRnP1IkFjMF_wJv4fdYlp5o6SaAbtXkFBQo",
   "background_cover_image_url":"https://media-exp1.licdn.com/dms/image/C511BAQHp0169DoUyWQ/company-background_200/0?e=1596193200&v=beta&t=pZfzSUUsYbqBZ9fgrliGhH-eu5HN26wpL-bUFZwkPeg",
   "funding_data":null,
   "phone":"+65 6323 0454"
}

List jobs posted by companies on Linkedin

Screenshot of Linkedin Job listing highlighted with areas that are scraped

{'job': [{'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Community Specialist',
        'job_url': 'https://www.linkedin.com/jobs/view/community-specialist-at-hiretual-2003590557?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=1&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-08-17',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Growth Manager',
        'job_url': 'https://www.linkedin.com/jobs/view/growth-manager-at-hiretual-2007618216?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=2&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-07-31',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Product Designer',
        'job_url': 'https://www.linkedin.com/jobs/view/product-designer-at-hiretual-1928345369?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=3&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-06-09',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Data Engineer',
        'job_url': 'https://www.linkedin.com/jobs/view/data-engineer-at-hiretual-1997135614?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=4&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-08-15',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Product Manager - Partnership And Integration',
        'job_url': 'https://www.linkedin.com/jobs/view/product-manager-partnership-and-integration-at-hiretual-1913989084?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=5&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-06-09',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Hrbp - Director',
        'job_url': 'https://www.linkedin.com/jobs/view/hrbp-director-at-hiretual-2001807919?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=6&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-08-18',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Senior Machine Learning Engineer',
        'job_url': 'https://www.linkedin.com/jobs/view/senior-machine-learning-engineer-at-hiretual-2005440706?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=7&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-07-29',
        'location': 'Mountain View, California, United States'},
       {'company': 'Hiretual',
        'company_url': 'https://www.linkedin.com/company/hiretual?trk=public_jobs_job-result-card_result-card_subtitle-click',
        'job_title': 'Security Architect: Enterprise Data And Service '
                     'Integration',
        'job_url': 'https://www.linkedin.com/jobs/view/security-architect-enterprise-data-and-service-integration-at-hiretual-1992890554?refId=0557db74-2e77-43f1-a178-2a101af4012e&position=8&pageNum=0&trk=public_jobs_job-result-card_result-card_full-click',
        'list_date': '2020-07-22',
        'location': 'Mountain View, California, United States'}],
'next_page_api_url': 'http://nubela.co/proxycurl/api/linkedin/company/job?page=1&search_id=18312292',
'next_page_no': 1,
'previous_page_api_url': 'http://nubela.co/proxycurl/api/linkedin/company/job?page=0&search_id=18312292',
'previous_page_no': 0}