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Canaria | LinkedIn Job Postings Data | U.S. Market | 5M+ Monthly Jo...
Canaria | LinkedIn Job Postings Data | U.S. Market | 5M+ Monthly Job Postings...
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Canaria | LinkedIn Job Postings Data | U.S. Market | 5M+ Monthly Job Postings | AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data product image in hero

Canaria | LinkedIn Job Postings Data | U.S. Market | 5M+ Monthly Job Postings | AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data

Canaria Inc.
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Contact Provider Save for later
Data Samples
Job Postings Data Dictionary-Sample - Sample.csv
#
jobId
jobKey
companyName
companyId
companyProfileUrl
jobUrl
jobDate
scrapedSalary
jobTitle
descriptionId
scrapedBenefits
scrapedQualifications
scrapedLocation
source
jobDescriptionClean
jobDescriptionRaw
companyWebsite
companyIndustry
parsedAnnualSalaryAvg
parsedAnnualSalaryMin
parsedAnnualSalaryMax
finalZipcode
finalCity
finalState
parsedPhoneNumber
aiBenefits
aiRemote
aiSeniority
aiEmployment
aiCertifications
aiHardSkills
aiSoftSkills
aiQualifications
aiDegreeLevelMin
aiDegreeLevel
aiSocCode
aiSocTitle
aiNormalizedTitle
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx Xxxxx xxxxxx xxxxxxx
2 xxxxxxx Xxxxx xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx xxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxx
3 xxxxxxxxx Xxxxxxx xxxxx Xxxxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxx Xxxxxxxxxx xxxxxx xxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx xxxxx xxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxx
4 xxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxx xxxxxxx Xxxxxx xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxx Xxxxxxx Xxxxx Xxxxxx Xxxxx Xxxxxxxxx
5 xxxxxx xxxxxxxx Xxxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxx Xxxxxx xxxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxxx xxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxx xxxxx
6 Xxxxxx xxxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxxx Xxxxx Xxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx xxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxx Xxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx Xxxxx xxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxx Xxxxxxxx
7 xxxxx xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxx Xxxxx Xxxxx Xxxxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxx xxxxxx xxxxxxxxxx
8 xxxxxxxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxxxx Xxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx xxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxx Xxxxx
9 xxxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxx xxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxx xxxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx
10 Xxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxx Xxxxx Xxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxx xxxxxxx
... xxxxxxxxx xxxxxxxxx xxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxx Xxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxx xxxxxx xxxxx xxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxx xxxxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxxxxx
Sign In To Preview Data
Job Postings Data Dictionary-Sample - Sample.csv
Volume
5M
Monthly Volume
Data Quality
100%
Job Descriptions
Avail. Formats
.bin, .json, and .xml
File
Coverage
1
Country
History
2
years

Data Dictionary

[Sample] Job Postings Data Dictionary-Sample - Sample.csv
Attribute Type Example Mapping
jobId
 String ef3f82d5a8880f4fe1b23fe806477793 Job ID
jobKey
 String 71bd1f72198b5ab5
companyName
 String The State of Florida Company Name
companyId
 String a5135d8cee2b1eecb3424465b7cce862 Company ID
companyProfileUrl
 String https://www.indeed.com/cmp/State-of-Florida Job Source URL
jobUrl
 String https://www.indeed.com/viewjob?jk=71bd1f72198b5ab5 URL
jobDate
 Date 2022-01-01
scrapedSalary
 String $2,541.14 - $3,208.46 a month, - ,Full-time
jobTitle
 String LICENSED PRACTICAL NURSE Job Title
descriptionId
 String 64e23664a369284a89769aa501999efb
scrapedBenefits
 String 401(k) Dental insurance Disability insurance Health insur...
scrapedQualifications
 String ['High school diploma or GED']
scrapedLocation
 String Macclenny, FL 32063 Location Name
source
 String indeed_us Job Source
jobDescriptionClean
 String Requisition No: 539007. Agency: Children and Families. Wo... Job Description
jobDescriptionRaw
 String div id="jobDescriptionText" class="jobsearch-jobDescripti...
companyWebsite
 String http://airbnb.com Company Website
companyIndustry
 String Software Development Company Industry
parsedAnnualSalaryAvg
 Integer 34494 Job Compensation
parsedAnnualSalaryMin
 Integer 30492 Job Compensation
parsedAnnualSalaryMax
 Integer 38496 Job Compensation
finalZipcode
 Integer 32063 ZIP Code
finalCity
 String Macclenny City Name
finalState
 String FL State Abbreviation
parsedPhoneNumber
 Integer ########## Company Phone Number
aiBenefits
 String ["'Paid Time Off'", "'Disability Insurance'", "'401K'"]
aiRemote
 String on-site Job Remote
aiSeniority
 String Entry level Job Level
aiEmployment
 String Full-time
aiCertifications
 String ['Licensed Practical Nurse']
aiHardSkills
 String ['Drug Testing', 'Advertisement', 'Nursing Care', 'Vital ...
aiSoftSkills
 String ['Management', 'First Aid', 'Service Orientation', 'Speak...
aiQualifications
 String ['Continuing Education', 'Certification']
aiDegreeLevelMin
 String Certificate
aiDegreeLevel
 String ['Certificate']
aiSocCode
 String 29-2061
aiSocTitle
 String Licensed Practical and Licensed Vocational Nurses
aiNormalizedTitle
 String Licensed Practical Nurse Job Title
Product Attributes
Attribute Type Example Mapping
jobId
 String ef3f82d5a8880f4fe1b23fe806477793 Job ID
jobKey
 String 71bd1f72198b5ab5
companyName
 String The State of Florida Company Name
companyId
 String a5135d8cee2b1eecb3424465b7cce862 Company ID
companyProfileUrl
 String https://www.indeed.com/cmp/State-of-Florida Job Source URL
jobUrl
 String https://www.indeed.com/viewjob?jk=71bd1f72198b5ab5 URL
jobDate
 Date 2022-01-01
scrapedSalary
 String $2,541.14 - $3,208.46 a month, - ,Full-time
jobTitle
 String LICENSED PRACTICAL NURSE Job Title
descriptionId
 String 64e23664a369284a89769aa501999efb
scrapedBenefits
 String 401(k) Dental insurance Disability insurance Health insur...
scrapedQualifications
 String ['High school diploma or GED']
scrapedLocation
 String Macclenny, FL 32063 Location Name
source
 String indeed_us Job Source
jobDescriptionClean
 String Requisition No: 539007. Agency: Children and Families. Wo... Job Description
jobDescriptionRaw
 String div id="jobDescriptionText" class="jobsearch-jobDescripti...
companyWebsite
 String http://airbnb.com Company Website
companyIndustry
 String Software Development Company Industry
parsedAnnualSalaryAvg
 Integer 34494 Job Compensation
parsedAnnualSalaryMin
 Integer 30492 Job Compensation
parsedAnnualSalaryMax
 Integer 38496 Job Compensation
finalZipcode
 String 32063 ZIP Code
finalCity
 String Macclenny City Name
finalState
 String FL State Abbreviation
parsedPhoneNumber
 String ########## Company Phone Number
aiBenefits
 String ["'Paid Time Off'", "'Disability Insurance'", "'401K'"]
aiRemote
 String on-site Job Remote
aiSeniority
 String Entry level Job Level
aiEmployment
 String Full-time
aiCertifications
 String ['Licensed Practical Nurse']
aiHardSkills
 String ['Drug Testing', 'Advertisement', 'Nursing Care', 'Vital ...
aiSoftSkills
 String ['Management', 'First Aid', 'Service Orientation', 'Speak...
aiQualifications
 String ['Continuing Education', 'Certification']
aiDegreeLevelMin
 String Certificate
aiDegreeLevel
 String ['Certificate']
aiSocCode
 String 29-2061
aiSocTitle
 String Licensed Practical and Licensed Vocational Nurses
aiNormalizedTitle
 String Licensed Practical Nurse Job Title

Description

Canaria LinkedIn Job Postings Data provides over 5M U.S. job postings monthly with 2 years of historical data. Enhanced by AI for insights into job titles, skills, salaries, and locations, it’s ideal for HR analytics, lead generation, and market analysis.
Detailed Data Dictionary: https://docs.google.com/spreadsheets/d/1JKUYZYPNZfcg5Ol9LTk8fwe5hwiu7c5DSn-3Wia7mo8/edit?gid=1071313126#gid=1071313126 Developed by a seasoned team of ML experts from Google, Meta, and Amazon and alumni of Stanford, Caltech, and Columbia, our AI-powered pipeline provides invaluable insights for HR tech, lead generation, market intelligence, and corporate development. With cutting-edge AI and LLMs, we transform raw job postings into actionable data, analyzing job titles, skills, predicted salaries, locations, and more. Each posting undergoes multi-layered processing, with GPU-driven models delivering daily, weekly, and monthly data for a balanced real-time and historical view. Our processing pipeline integrates advanced AI models: - Deduplication Model: Filters out exact and near-duplicates, ensuring unique, high-quality job data. - Title Taxonomy Model: Categorizes over 20 million titles into 50,000 standardized groups, simplifying analysis. - Skill & Qualification Models: Extracts hard skills, soft skills, certifications, and degrees, mapped to standard education levels and tailored by job context. - Job Category Model: Predicts work types (remote, onsite, hybrid), seniority, and employment types (full-time, contract). - Location Prediction Model: Parses or estimates job locations—ZIP code, city, state—using averaged lat/long values from search-based estimates for accuracy. - Salary Estimation Model: Predicts minimum, average, and maximum salaries, using parsed and AI-predicted values for a robust salary range. - Government Classification Models: Assigns SOC codes and titles to postings for structured role insights and regulatory compliance. - Human Feedback Model: An in-house team of annotators reviews job descriptions and AI outputs, refining model accuracy. Delivered through S3, FTP, and Google Drive, Canaria’s dataset provides flexibility in integration, with APIs available on request. Combining real-time AI with human validation, Canaria’s data delivers business-ready insights to meet evolving HR and market demands. Core Industry Applications - HR & Workforce Analytics: Access insights into salary trends, workforce demographics, and skill demands to drive strategic HR decisions. - Lead Generation: Identify target leads and hiring needs through granular job postings data. - Investment & Market Intelligence: Gain insights into competitor hiring strategies and industry shifts. - Education & Skill Development: Support curriculum development and training programs based on skill trends and emerging job requirements. - Corporate Development: Align growth strategies with real-time job market data. - Talent Sourcing: Streamline talent sourcing by identifying active job markets and regions with the highest demand for specific skills. - Job Market Forecasting: Analyze hiring trends and job postings data to forecast demand for specific roles and skills. - Economic Research: Provide labor market insights for economic studies, helping to assess job growth and employment shifts by industry.

Country Coverage

North America (1)
United States of America

History

2 years of historical data

Volume

5 million Monthly Volume

Pricing

Free sample available
License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Available
Request detailed pricing

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Quality

Self-reported by the provider
100%
Job Descriptions

Delivery

Methods
S3 Bucket
SFTP
Email
Frequency
daily
weekly
monthly
quarterly
yearly
on-demand
Format
.bin
.json
.xml
.csv
.xls
.sql
.txt

Use Cases

Lead Generation
Competitor Insights
Corporate Development
HR Analytics Labor Market Research

Categories

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Frequently asked questions

What is Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data?

Canaria LinkedIn Job Postings Data provides over 5M U.S. job postings monthly with 2 years of historical data. Enhanced by AI for insights into job titles, skills, salaries, and locations, it’s ideal for HR analytics, lead generation, and market analysis.

What is Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data used for?

This product has 5 key use cases. Canaria Inc. recommends using the data for Lead Generation, Competitor Insights, Corporate Development, HR Analytics, and Labor Market Research. Global businesses and organizations buy Job Postings Data from Canaria Inc. to fuel their analytics and enrichment.

Who can use Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Job Postings Data. Get in touch with Canaria Inc. to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data go?

This product has 2 years of historical coverage. It can be delivered on a daily, weekly, monthly, quarterly, yearly, and on-demand basis.

Which countries does Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data cover?

This product includes data covering 1 country like USA. Canaria Inc. is headquartered in United States of America.

How much does Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data cost?

Pricing information for Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data is available by getting in contact with Canaria Inc.. Connect with Canaria Inc. to get a quote and arrange custom pricing models based on your data requirements.

How can I get Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data?

Businesses can buy Job Postings Data from Canaria Inc. and get the data via S3 Bucket, SFTP, and Email. Depending on your data requirements and subscription budget, Canaria Inc. can deliver this product in .bin, .json, .xml, .csv, .xls, .sql, and .txt format.

What is the data quality of Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data?

Canaria Inc. has reported that this product has the following quality and accuracy assurances: 100% Job Descriptions. You can compare and assess the data quality of Canaria Inc. using Datarade’s data marketplace. Canaria Inc. has received 2 reviews from clients.

What are similar products to Canaria LinkedIn Job Postings Data U.S. Market 5M+ Monthly Job Postings AI-LLM Enhanced with 2 Years of Historical LinkedIn Job Postings Data?

This product has 3 related products. These alternatives include Canaria Indeed Job Postings Data U.S. 4M+ Monthly Indeed Job Postings Data AI-LLM Enhanced with 3 Years of Historical Indeed Job Postings Data, Job Postings Data LinkedIn Data, and Job Postings Data and Salary Data from Google for Jobs, LinkedIn, Indeed, Glassdoor, and more Real-Time API. You can compare the best Job Postings Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request
License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Available

Canaria Inc.

Transforming the Job Market with AI-Driven Data Solutions
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