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LinkedIn Profile Search Scraper No Cookies ✅ Find all people 📧

Try for free

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

Pricing

Pay per event

Rating

4.7

(44)

Developer

HarvestAPI

Actor stats

374

Bookmarked

13K

Total users

2.4K

Monthly active users

8 hours

Issues response

8 days ago

Last modified

Categories

Lead generation

Social media

Automation

Profile Scraper Mode

profileScraperMode

Optional

Choose the mode for scraping LinkedIn profiles. The Short mode provides basic information, while the Full mode includes full detailed profile data.

Type:string

Default:Full

Options:

ShortFullFull + email search

Search query (fuzzy search)

searchQuery

Optional

Query to search LinkedIn profiles. (e.g., Founder, Marketing Manager, John Doe). The query supports search operators

Type:string

Max. length:300

Maximum number of profiles to scrape

maxItems

Optional

Maximum number of profiles to scrape. The actor will stop scraping when this limit is reached.

Type:integer

Locations Filter

locations

Optional

Filter Profiles by these LinkedIn locations. Example: San Francisco. LinkedIn does not always understand your text queries. For example for "UK" query it will apply "Ukraine" location, so you should use "United Kingdom" in this case. Try this out first in the location filter input of LinkedIn search at https://www.linkedin.com/search/results/people/?geoUrn=%5B%22103644278%22%5D - we will use the first suggestion from the autocomplete popup when you type your location

Type:array

Max. items:70

Current Company Filter

currentCompanies

Optional

Filter Profiles by these LinkedIn companies. Provide full LinkedIn URLs

Type:array

Max. items:50

Past Company Filter

pastCompanies

Optional

Filter Profiles by these LinkedIn past companies. Provide full LinkedIn URLs

Type:array

Max. items:50

School Filter

schools

Optional

Filter Profiles by these LinkedIn schools. Example: Stanford University.

Type:array

Max. items:50

Current Job Title Filter

currentJobTitles

Optional

Filter Profiles by these LinkedIn current job titles. Example: Software Engineer.

Type:array

Max. items:50

Past Job Title Filter

pastJobTitles

Optional

Filter Profiles by these LinkedIn past job titles. Example: Software Engineer.

Type:array

Max. items:50

Years of Experience Filter

yearsOfExperienceIds

Optional

Filter Profiles by these LinkedIn years of experience IDs. Example: 3 for '3 to 5 years'.

Type:string[]

Years at Current Company Filter

yearsAtCurrentCompanyIds

Optional

Filter Profiles by these LinkedIn years at current company IDs. Example: 3 for '3 to 5 years'.

Type:string[]

Seniority Level Filter

seniorityLevelIds

Optional

Filter Profiles by these LinkedIn seniority level IDs. Example: 120 for 'Senior'.

Type:string[]

Function Filter

functionIds

Optional

Filter Profiles by these LinkedIn function IDs. Example: 8 for 'Engineering'.

Type:string[]

Industry IDs Filter

industryIds

Optional

Filter Profiles by these LinkedIn industry IDs. Example: 4 for 'Software Development'. Full list: https://github.com/HarvestAPI/linkedin-industry-codes-v2/blob/main/linkedin_industry_code_v2_all_eng_with_header.csv

Type:array

Max. items:50

First Names Filter

firstNames

Optional

Filter Profiles by these LinkedIn first names. We recommend using another actor for searches by name: https://apify.com/harvestapi/linkedin-profile-search-by-name

Type:array

Max. items:50

Last Names Filter

lastNames

Optional

Filter Profiles by these LinkedIn last names. We recommend using another actor for searches by name: https://apify.com/harvestapi/linkedin-profile-search-by-name

Type:array

Max. items:50

Profile Languages Filter

profileLanguages

Optional

Filter Profiles by these LinkedIn profile languages.

Type:string[]

Company Headcount Filter

companyHeadcount

Optional

Filter Profiles by their current company's headcount.

Type:string[]

Company Headquarter Locations Filter

companyHeadquarterLocations

Optional

Filter Profiles by their current company's headquarter location.

Type:array

Max. items:70

Recently Changed Jobs Filter

recentlyChangedJobs

Optional

Filter Profiles to only those who have recently changed jobs.

Type:boolean

Exclude Locations Filter

excludeLocations

Optional

Exclude Profiles by these LinkedIn locations. Example: San Francisco. LinkedIn does not always understand your text queries. For example for "UK" query it will apply "Ukraine" location, so you should use "United Kingdom" in this case. Try this out first in the location filter input of LinkedIn search at https://www.linkedin.com/search/results/people/?geoUrn=%5B%22103644278%22%5D - we will use the first suggestion from the autocomplete popup when you type your location

Type:array

Max. items:70

Exclude Current Company Filter

excludeCurrentCompanies

Optional

Exclude Profiles by these LinkedIn companies. Provide full LinkedIn URLs

Type:array

Max. items:50

Exclude Past Company Filter

excludePastCompanies

Optional

Exclude Profiles by these LinkedIn past companies. Provide full LinkedIn URLs

Type:array

Max. items:50

Exclude School Filter

excludeSchools

Optional

Exclude Profiles by these LinkedIn schools. Example: Stanford University.

Type:array

Max. items:50

Exclude Current Job Title Filter

excludeCurrentJobTitles

Optional

Exclude Profiles by these LinkedIn current job titles. Example: Software Engineer.

Type:array

Max. items:50

Exclude Past Job Title Filter

excludePastJobTitles

Optional

Exclude Profiles by these LinkedIn past job titles. Example: Software Engineer.

Type:array

Max. items:50

Exclude Industry IDs Filter

excludeIndustryIds

Optional

Exclude Profiles by these LinkedIn industry IDs. Example: 4 for 'Software Development'. Full list: https://github.com/HarvestAPI/linkedin-industry-codes-v2/blob/main/linkedin_industry_code_v2_all_eng_with_header.csv

Type:array

Max. items:50

Exclude Seniority Level Filter

excludeSeniorityLevelIds

Optional

Filter Profiles by these LinkedIn seniority level IDs. Example: 120 for 'Senior'.

Type:string[]

Exclude Function Filter

excludeFunctionIds

Optional

Filter Profiles by these LinkedIn function IDs. Example: 8 for 'Engineering'.

Type:string[]

Exclude Company Headquarter Locations Filter

excludeCompanyHeadquarterLocations

Optional

Exclude Profiles by their current company's headquarter location.

Type:array

Max. items:70

Start Page

startPage

Optional

The page number to start scraping from.

Type:integer

Minimum:1

Maximum:100

Default:1

Scrape search pages

takePages

Optional

The number of search pages to scrape. Each page contains 25 profiles.

Type:integer

Minimum:0

Maximum:100

Enable Automatic Query Segmentation

autoQuerySegmentation

Optional

Enable automatic query segmentation to split broad search queries into smaller segments based on LinkedIn filters. This helps in scraping a larger number of unique profiles without hitting LinkedIn's search limits.

Type:boolean

Automatic Query Segmentation Levels

autoQuerySegmentationLevels

Optional

Select the segmentation levels to be used for automatic query segmentation.

Type:string[]

Target Countries for Automatic Query Segmentation

autoQuerySegmentationTargetCountries

Optional

Select the target country to focus the automatic query segmentation. This helps in narrowing down the search results to a specific geographic location.

Type:string[]

Profile Deduplication Mode

profileDeduplicationMode

Optional

Choose how the actor should handle deduplication of LinkedIn profiles across multiple runs using your MongoDB database.

Type:string

Options:

offinsert_idsinsert_profilesread_only

MongoDB Connection String

mongoDbConnectionString

Optional

Your MongoDB connection string to the database where the actor will store and check scraped profile IDs for deduplication. Example: mongodb+srv://<username>:<password>@cluster0.mongodb.net

Type:string

Post-Filtering MongoDB Query

postFilteringMongoDbQuery

Optional

A MongoDB query in JSON format to further filter the scraped profiles before saving them to the dataset.

Type:object

Post-Filtering MongoDB Aggregation

postFilteringMongoDbAggregation

Optional

A MongoDB aggregation pipeline in JSON format to further filter the scraped profiles before saving them to the dataset.

Type:object[]

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