Vexaloom Labs
Actors/Glassdoor Job Listings Salary & Rating Scraper

Glassdoor Job Listings Salary & Rating Scraper

Pull Glassdoor job listings by keyword and location or from a single company's jobs page, with salary estimates, employer ratings, Easy Apply status, and extracted skills per role.

Open on ApifyGitHub source

Input schema

Input fields, types, required flags, descriptions, defaults, and prefills come from the published definition. Prefill examples are distinct from defaults.

FieldTypeRequiredDescription
modestringrequiredSearch by keyword and location, or scrape specific Glassdoor URLs and job IDs.
searchQueriesarrayoptionalJob titles, skills, or company names to search for (mode=search). One search is run per query.
locationstringoptionalCity, state, or country, e.g. 'New York, NY', 'London', 'Berlin'. Leave empty for the selected country's whole market.
Show all input fields
FieldTypeRequiredDescription
modestringrequiredSearch by keyword and location, or scrape specific Glassdoor URLs and job IDs.
searchQueriesarrayoptionalJob titles, skills, or company names to search for (mode=search). One search is run per query.
locationstringoptionalCity, state, or country, e.g. 'New York, NY', 'London', 'Berlin'. Leave empty for the selected country's whole market.
countrystringoptionalWhich Glassdoor country site to search.
startUrlsarrayoptionalGlassdoor search, job, or company jobs page URLs. Job URLs return one detailed record each.
jobIdsarrayoptionalGlassdoor job listing IDs to refresh directly, e.g. '1010224897915'. The country site decides the domain.
postedWithinstringoptionalOnly include jobs posted within this window.
employmentTypestringoptionalFilter by the type of employment.
senioritystringoptionalFilter by the role's seniority level.
minRatingstringoptionalOnly include employers rated at least this well on Glassdoor.
minSalaryintegeroptionalOnly include jobs paying at least this much per year, in the country's currency. Leave empty for no minimum.
maxSalaryintegeroptionalOnly include jobs paying at most this much per year, in the country's currency. Leave empty for no maximum.
easyApplyOnlybooleanoptionalOnly return jobs you can apply to directly on Glassdoor.
remoteOnlybooleanoptionalOnly return remote jobs. Remote-only searches run market-wide because Glassdoor rejects city-scoped remote filters.
companySizestringoptionalFilter by the employer's employee-count band.
industrystringoptionalFilter by the employer's industry.
jobFunctionstringoptionalNarrow the search to one kind of role.
radiusstringoptionalHow far around the location to search. Only used when a location is set.
sortBystringoptionalOrder of the results. Sponsored listings may stay pinned at the top.
maxItemsintegeroptionalMaximum number of job listings to return across all queries and slices.
includeDetailsbooleanoptionalFetch each job page for the full description, exact dates, benefits, requirements, coordinates, apply URL, and company profile. Slower and uses more requests.
maximizeCoveragebooleanoptionalRun additional searches split by date, job type, rating, and salary to get past a single search's depth limit.

Download the published input schema

View complete JSON
{
  "description": "Search Glassdoor job listings by keyword and location, or scrape search, job, and company URLs. Filter by date, type, rating, salary, Easy Apply, company size, industry, and job function.",
  "properties": {
    "companySize": {
      "default": "any",
      "description": "Filter by the employer's employee-count band.",
      "editor": "select",
      "enum": [
        "any",
        "1",
        "2",
        "3",
        "4",
        "5"
      ],
      "enumTitles": [
        "Any size",
        "Tiny (1-50)",
        "Small (51-200)",
        "Medium (201-1000)",
        "Large (1001-5000)",
        "Huge (5001+)"
      ],
      "prefill": "any",
      "title": "Company size",
      "type": "string"
    },
    "country": {
      "default": "united-states",
      "description": "Which Glassdoor country site to search.",
      "editor": "select",
      "enum": [
        "united-states",
        "united-kingdom",
        "canada",
        "ireland",
        "france",
        "germany",
        "spain",
        "italy",
        "netherlands",
        "belgium",
        "austria",
        "switzerland",
        "australia",
        "new-zealand",
        "india",
        "singapore",
        "hong-kong",
        "brazil",
        "mexico",
        "argentina"
      ],
      "enumTitles": [
        "United States",
        "United Kingdom",
        "Canada",
        "Ireland",
        "France",
        "Germany",
        "Spain",
        "Italy",
        "Netherlands",
        "Belgium",
        "Austria",
        "Switzerland",
        "Australia",
        "New Zealand",
        "India",
        "Singapore",
        "Hong Kong",
        "Brazil",
        "Mexico",
        "Argentina"
      ],
      "prefill": "united-states",
      "title": "Country",
      "type": "string"
    },
    "easyApplyOnly": {
      "default": false,
      "description": "Only return jobs you can apply to directly on Glassdoor.",
      "prefill": false,
      "title": "Easy Apply only",
      "type": "boolean"
    },
    "employmentType": {
      "default": "all",
      "description": "Filter by the type of employment.",
      "editor": "select",
      "enum": [
        "all",
        "fulltime",
        "parttime",
        "contract"
      ],
      "enumTitles": [
        "All types",
        "Full-time",
        "Part-time",
        "Contract"
      ],
      "prefill": "all",
      "title": "Employment type",
      "type": "string"
    },
    "includeDetails": {
      "default": false,
      "description": "Fetch each job page for the full description, exact dates, benefits, requirements, coordinates, apply URL, and company profile. Slower and uses more requests.",
      "prefill": false,
      "title": "Include full details",
      "type": "boolean"
    },
    "industry": {
      "default": "any",
      "description": "Filter by the employer's industry.",
      "editor": "select",
      "enum": [
        "any",
        "information-technology",
        "hr-staffing",
        "financial-services",
        "management-consulting",
        "media-communication",
        "healthcare",
        "insurance",
        "pharma-biotech",
        "aerospace-defense",
        "manufacturing",
        "consumer-services"
      ],
      "enumTitles": [
        "Any industry",
        "Information Technology",
        "Human Resources & Staffing",
        "Financial Services",
        "Management & Consulting",
        "Media & Communication",
        "Healthcare",
        "Insurance",
        "Pharmaceutical & Biotechnology",
        "Aerospace & Defense",
        "Manufacturing",
        "Personal Consumer Services"
      ],
      "prefill": "any",
      "title": "Industry",
      "type": "string"
    },
    "jobFunction": {
      "default": "any",
      "description": "Narrow the search to one kind of role.",
      "editor": "select",
      "enum": [
        "any",
        "engineering",
        "information-technology",
        "business",
        "other",
        "research-science",
        "arts-design",
        "consulting",
        "finance-accounting",
        "product-project-management",
        "healthcare",
        "sales",
        "skilled-labor-manufacturing",
        "administrative",
        "human-resources",
        "customer-support",
        "retail-food",
        "operations"
      ],
      "enumTitles": [
        "Any function",
        "Engineering",
        "Information Technology",
        "Business",
        "Other",
        "Research & Science",
        "Arts & Design",
        "Consulting",
        "Finance & Accounting",
        "Product & Project Management",
        "Healthcare",
        "Sales",
        "Skilled Labor & Manufacturing",
        "Administrative",
        "Human Resources",
        "Customer Services & Support",
        "Retail & Food Services",
        "Operations"
      ],
      "prefill": "any",
      "title": "Job function",
      "type": "string"
    },
    "jobIds": {
      "default": [],
      "description": "Glassdoor job listing IDs to refresh directly, e.g. '1010224897915'. The country site decides the domain.",
      "editor": "stringList",
      "prefill": [],
      "title": "Job IDs (mode=byUrl)",
      "type": "array"
    },
    "location": {
      "description": "City, state, or country, e.g. 'New York, NY', 'London', 'Berlin'. Leave empty for the selected country's whole market.",
      "editor": "textfield",
      "prefill": "New York, NY",
      "title": "Location",
      "type": "string"
    },
    "maxItems": {
      "default": 100,
      "description": "Maximum number of job listings to return across all queries and slices.",
      "maximum": 1000,
      "minimum": 1,
      "prefill": 3,
      "title": "Maximum items",
      "type": "integer"
    },
    "maxSalary": {
      "description": "Only include jobs paying at most this much per year, in the country's currency. Leave empty for no maximum.",
      "maximum": 10000000,
      "minimum": 0,
      "title": "Maximum salary",
      "type": "integer"
    },
    "maximizeCoverage": {
      "default": false,
      "description": "Run additional searches split by date, job type, rating, and salary to get past a single search's depth limit.",
      "prefill": false,
      "title": "Maximize coverage",
      "type": "boolean"
    },
    "minRating": {
      "default": "0.0",
      "description": "Only include employers rated at least this well on Glassdoor.",
      "editor": "select",
      "enum": [
        "0.0",
        "1.0",
        "2.0",
        "3.0",
        "4.0"
      ],
      "enumTitles": [
        "Any rating",
        "1.0+",
        "2.0+",
        "3.0+",
        "4.0+"
      ],
      "prefill": "0.0",
      "title": "Minimum company rating",
      "type": "string"
    },
    "minSalary": {
      "description": "Only include jobs paying at least this much per year, in the country's currency. Leave empty for no minimum.",
      "maximum": 10000000,
      "minimum": 0,
      "title": "Minimum salary",
      "type": "integer"
    },
    "mode": {
      "default": "search",
      "description": "Search by keyword and location, or scrape specific Glassdoor URLs and job IDs.",
      "editor": "select",
      "enum": [
        "search",
        "byUrl"
      ],
      "enumTitles": [
        "Search jobs by keyword",
        "Scrape specific URLs or job IDs"
      ],
      "prefill": "search",
      "title": "Mode",
      "type": "string"
    },
    "postedWithin": {
      "default": "",
      "description": "Only include jobs posted within this window.",
      "editor": "select",
      "enum": [
        "",
        "1",
        "3",
        "7",
        "14",
        "30"
      ],
      "enumTitles": [
        "Any time",
        "Last 24 hours",
        "Last 3 days",
        "Last 7 days",
        "Last 14 days",
        "Last 30 days"
      ],
      "prefill": "",
      "title": "Posted within",
      "type": "string"
    },
    "radius": {
      "default": "",
      "description": "How far around the location to search. Only used when a location is set.",
      "editor": "select",
      "enum": [
        "",
        "0",
        "5",
        "10",
        "15",
        "25",
        "50",
        "100"
      ],
      "enumTitles": [
        "Default",
        "Exact location",
        "5 miles",
        "10 miles",
        "15 miles",
        "25 miles",
        "50 miles",
        "100 miles"
      ],
      "prefill": "",
      "title": "Search radius",
      "type": "string"
    },
    "remoteOnly": {
      "default": false,
      "description": "Only return remote jobs. Remote-only searches run market-wide because Glassdoor rejects city-scoped remote filters.",
      "prefill": false,
      "title": "Remote only",
      "type": "boolean"
    },
    "searchQueries": {
      "default": [],
      "description": "Job titles, skills, or company names to search for (mode=search). One search is run per query.",
      "editor": "stringList",
      "prefill": [
        "software engineer"
      ],
      "title": "Search queries",
      "type": "array"
    },
    "seniority": {
      "default": "all",
      "description": "Filter by the role's seniority level.",
      "editor": "select",
      "enum": [
        "all",
        "entrylevel",
        "midseniorlevel",
        "director",
        "executive"
      ],
      "enumTitles": [
        "All levels",
        "Entry level",
        "Mid-senior level",
        "Director",
        "Executive"
      ],
      "prefill": "all",
      "title": "Seniority",
      "type": "string"
    },
    "sortBy": {
      "default": "relevance",
      "description": "Order of the results. Sponsored listings may stay pinned at the top.",
      "editor": "select",
      "enum": [
        "relevance",
        "date_desc",
        "date_asc"
      ],
      "enumTitles": [
        "Relevance",
        "Newest first",
        "Oldest first"
      ],
      "prefill": "relevance",
      "title": "Sort by",
      "type": "string"
    },
    "startUrls": {
      "default": [],
      "description": "Glassdoor search, job, or company jobs page URLs. Job URLs return one detailed record each.",
      "editor": "requestListSources",
      "items": {
        "properties": {
          "url": {
            "description": "Glassdoor search, job, or company jobs page URL.",
            "title": "URL",
            "type": "string"
          }
        },
        "type": "object"
      },
      "prefill": [],
      "title": "Start URLs (mode=byUrl)",
      "type": "array"
    }
  },
  "required": [
    "mode"
  ],
  "schemaVersion": 1,
  "title": "Glassdoor Jobs Scraper Input",
  "type": "object"
}

Output schema

Published result links and storage locations. This schema is not an exhaustive contract for every field in a dataset record.

FieldTypeRequiredDescription
jobsstringoptionalDataset containing scraped job listings

Download the published output schema

View complete JSON
{
  "actorOutputSchemaVersion": 1,
  "description": "Glassdoor job listings with salary percentiles, employer ratings and profiles, full descriptions, dates, benefits, requirements, coordinates, and apply links.",
  "properties": {
    "jobs": {
      "description": "Dataset containing scraped job listings",
      "template": "{{links.apiDefaultDatasetUrl}}/items",
      "title": "Job Listings",
      "type": "string"
    }
  },
  "title": "Glassdoor Job Listings Salary & Rating Scraper Output"
}

Dataset schema

Published dataset views and any declared field definitions. A view can select only a subset of the returned record fields.

Download the published dataset schema

View complete JSON
{
  "actorSpecification": 1,
  "title": "Glassdoor Job Listings",
  "views": {
    "overview": {
      "display": {
        "component": "table",
        "properties": {
          "companyName": {
            "format": "text",
            "label": "Company"
          },
          "companyRating": {
            "format": "number",
            "label": "Rating"
          },
          "datePosted": {
            "format": "text",
            "label": "Posted"
          },
          "easyApply": {
            "format": "text",
            "label": "Easy Apply"
          },
          "jobTitle": {
            "format": "text",
            "label": "Job Title"
          },
          "jobUrl": {
            "format": "link",
            "label": "URL"
          },
          "location": {
            "format": "text",
            "label": "Location"
          },
          "salaryCurrency": {
            "format": "text",
            "label": "Currency"
          },
          "salaryPeriod": {
            "format": "text",
            "label": "Period"
          },
          "salary_max": {
            "format": "number",
            "label": "Salary max"
          },
          "salary_median": {
            "format": "number",
            "label": "Salary median"
          },
          "salary_min": {
            "format": "number",
            "label": "Salary min"
          }
        }
      },
      "title": "Job Overview",
      "transformation": {
        "fields": [
          "jobTitle",
          "companyName",
          "companyRating",
          "location",
          "salary_min",
          "salary_median",
          "salary_max",
          "salaryCurrency",
          "salaryPeriod",
          "datePosted",
          "easyApply",
          "jobUrl"
        ]
      }
    },
    "salary": {
      "display": {
        "component": "table",
        "properties": {
          "companyName": {
            "format": "text",
            "label": "Company"
          },
          "companyRating": {
            "format": "number",
            "label": "Rating"
          },
          "companySize": {
            "format": "text",
            "label": "Size"
          },
          "datePosted": {
            "format": "text",
            "label": "Posted"
          },
          "industry": {
            "format": "text",
            "label": "Industry"
          },
          "jobTitle": {
            "format": "text",
            "label": "Job Title"
          },
          "salaryCurrency": {
            "format": "text",
            "label": "Currency"
          },
          "salaryPeriod": {
            "format": "text",
            "label": "Period"
          },
          "salarySource": {
            "format": "text",
            "label": "Source"
          },
          "salary_max": {
            "format": "number",
            "label": "Max"
          },
          "salary_median": {
            "format": "number",
            "label": "Median"
          },
          "salary_min": {
            "format": "number",
            "label": "Min"
          }
        }
      },
      "title": "Salary & Company",
      "transformation": {
        "fields": [
          "jobTitle",
          "companyName",
          "companyRating",
          "companySize",
          "industry",
          "salary_min",
          "salary_median",
          "salary_max",
          "salaryCurrency",
          "salaryPeriod",
          "salarySource",
          "datePosted"
        ]
      }
    }
  }
}

Key-value schema

Published key-value store definitions, when provided by this build.

This definition is not present in the default published build. See the published README for available documentation.

Published README

Read the full published documentation

Glassdoor Job Listings Salary & Rating Scraper

Scrape Glassdoor job listings with salary percentiles, employer ratings and company profiles, full descriptions, and the site's own search filters. Search by keyword and location, paste search or company URLs, or refresh known job IDs across 20 Glassdoor country sites.

What this actor does

  • Two modes: search for keyword + location searches, and byUrl for search pages, company jobs pages, job URLs, and job IDs
  • Full filter surface: posting date, employment type, seniority, company rating, salary range, Easy Apply, company size, industry, job function, radius, and sort order
  • Salary percentiles: p10, median, and p90 with currency, pay period, and whether the employer or Glassdoor supplied the figure
  • Company context: overall rating, logo, profile URL, size, revenue, headquarters, website, founded year, CEO, review count, and sub-ratings when available
  • Detail enrichment: full description, exact posting and expiry dates, benefits, education and experience requirements, coordinates, and the Glassdoor apply link
  • Multi-country: United States, United Kingdom, Canada, Ireland, France, Germany, Spain, Italy, Netherlands, Belgium, Austria, Switzerland, Australia, New Zealand, India, Singapore, Hong Kong, Brazil, Mexico, and Argentina
  • Omit-empty output: fields Glassdoor does not provide are left out instead of returned as null, zero, or an empty list

Output per job listing

  • jobListingId — Glassdoor's internal listing ID
  • jobTitle, normalizedJobTitle — posted title and Glassdoor's normalized role title
  • companyName, companyId — employer and its Glassdoor ID
  • companyRating, companyLogo, companyProfileUrl — overall rating, logo, and profile link
  • location, city, state, country, postalCode — location as displayed plus structured parts when available
  • latitude, longitude — coordinates when Glassdoor provides them
  • salary_min, salary_median, salary_max — 10th percentile, median, and 90th percentile pay
  • salaryCurrency, salaryPeriod, salarySource — currency, pay period, and pay source
  • datePosted, validThrough — ISO posting and expiry dates when details are enabled
  • ageInDays — listing age as shown in search results
  • employmentType, employmentTypes, jobTypes — normalized and site-specific employment types
  • easyApply, directApply, isSponsored — apply and placement flags
  • applyUrl — Glassdoor's apply link for the listing
  • description — the search-result description snippet
  • fullDescription, fullDescriptionHtml — full posting text and HTML when details are enabled
  • benefits, educationRequirements, experienceMonths, experienceDescription — structured requirements and benefits
  • industry, occupation, occupationId — employer industry and Glassdoor occupation
  • skills — skills Glassdoor extracted from the posting
  • companySize, companyRevenue, companyWebsite, companyHeadquarters, companyType, companyFoundedYear, companyCeo, companyReviewCount, companySubRatings — employer profile fields
  • jobUrl — direct link to the listing
  • searchQuery, searchLocation, searchUrl, sourceDomain — search context
  • recordType, scrapedAt — record metadata

Input

Field Type Default Description
mode string search search or byUrl
searchQueries array [] Job titles, skills, or company names to search for (mode=search)
location string – City, state, or country; leave empty for the country's whole market
country string united-states Glassdoor country site
startUrls array [] Search, job, or company jobs page URLs (mode=byUrl)
jobIds array [] Glassdoor job IDs to refresh (mode=byUrl)
postedWithin string – Any time, 24 hours, 3, 7, 14, or 30 days
employmentType string all All, full-time, part-time, or contract
seniority string all All, entry, mid-senior, director, or executive
minRating string 0.0 Minimum employer rating: 1.0 through 4.0
minSalary integer – Minimum yearly pay in the country's currency
maxSalary integer – Maximum yearly pay in the country's currency
easyApplyOnly boolean false Only Easy Apply jobs
remoteOnly boolean false Prefer remote jobs; the site filter is best-effort
companySize string any Employer size band
industry string any Employer industry
jobFunction string any Role function
radius string – Distance around the location in miles
sortBy string relevance Relevance, newest first, or oldest first
maxItems integer 100 Hard cap across all queries and slices (1–1000)
includeDetails boolean false Fetch each job page for full details
maximizeCoverage boolean false Run extra date, type, rating, and salary slices to go beyond one search's depth

Example: US search with rating and Easy Apply filters

{
  "mode": "search",
  "searchQueries": ["software engineer"],
  "location": "New York, NY",
  "country": "united-states",
  "minRating": "4.0",
  "easyApplyOnly": true,
  "maxItems": 50,
  "includeDetails": true
}

Example: UK search for recent contract roles

{
  "mode": "search",
  "searchQueries": ["data analyst"],
  "location": "London",
  "country": "united-kingdom",
  "postedWithin": "7",
  "employmentType": "contract",
  "minSalary": 50000,
  "maxItems": 30
}

Example: all current roles at one company

{
  "mode": "byUrl",
  "startUrls": [
    { "url": "https://www.glassdoor.com/Jobs/Google-Jobs-E9079.htm" }
  ],
  "maxItems": 100,
  "includeDetails": true
}

Example: refresh known job IDs

{
  "mode": "byUrl",
  "jobIds": ["1010224897915", "1010283907867"],
  "country": "united-states",
  "includeDetails": true
}

Use cases

  • Salary benchmarking — compare Glassdoor's 10th, 50th, and 90th percentile pay for a role across cities, companies, and countries
  • Recruiting intelligence — see which employers are hiring, for what, and how they are rated
  • Competitor hiring monitoring — schedule a daily or weekly run for a company or job family
  • Lead generation for staffing agencies — build lists of companies with open requisitions in a skill area
  • Job-board aggregation — feed a niche board or newsletter with fresh listings
  • Labor-market research — measure demand by industry, function, seniority, and location

FAQ

Do I need a Glassdoor account, cookies, or a proxy?

No. The actor reads public Glassdoor pages without logging in and chooses a working connection automatically. Just fill in the input and run it.

Are salaries employer-reported or estimated?

Both happen. Check salarySource: EMPLOYER_PROVIDED means the posting states the pay; ESTIMATED means Glassdoor estimated it. When a listing publishes no pay, the salary fields are omitted.

Why did I get fewer results than maxItems?

Glassdoor reports a large match count but stops serving new pages well before that number. The actor stops when the cursor chain is exhausted or several pages bring no new listings, and reports the site's own match count in the run status. Turn on maximizeCoverage to split the search by date, job type, rating, and salary for more rows.

Why are some fields missing from a record?

Glassdoor does not provide every field for every listing. Company profiles, benefits, ratings, coordinates, and salary are the most common gaps. Fields with no value are omitted instead of returned as null. If includeDetails is on but fullDescription, dates, or company profile fields are absent, Glassdoor blocked the job page for this run; the record still contains every search-result field.

What does includeDetails change?

With details on, each job page is opened for the full description, exact dates, benefits, requirements, coordinates, apply link, and company profile. With details off, the actor uses the search results only: title, company, location, salary percentiles, rating, snippet, and flags. The daily test runs with details off.

Can I search more than one country in one run?

Each run uses one country site. Run the actor once per country to compare markets; sourceDomain records which site produced each row.

Does the remote filter always work?

Remote-only searches run market-wide. Glassdoor's remote filter can report matches but serve no rows when it is combined with a city, so the actor deliberately drops the city filter for remote-only runs and searches the selected country.

Can I scrape a company's open roles?

Yes. Use mode=byUrl with the company's Glassdoor jobs page URL, or search the company name as a keyword.

Why did a job ID or job URL return no record?

Job IDs and direct job URLs need Glassdoor's job detail page. If that page is blocked for the current network, the actor cannot rebuild the record; keyword/company searches and company jobs pages still work. Try a search by title or company instead of a bare job ID.

Is this affiliated with Glassdoor?

No. This is an independent, third-party actor that reads Glassdoor's public job pages. It has no connection to Glassdoor.

Python quickstart

Use a schema-derived input and the Python standard library to start a run. An Apify account and token are required for execution.

Open the step-by-step Python guide →

Source build BdZTD0QnUCK2T2UIM. Documentation is regenerated from the default published build; private drafts are not included.