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.
5.0(2)Badge iconVerified Data Provider
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jobKey
jobDate
scrapedSalary
descriptionId
scrapedBenefits
scrapedQualifications
jobDescriptionRaw
aiBenefits
aiEmployment
aiCertifications
aiHardSkills
aiSoftSkills
aiQualifications
aiDegreeLevelMin
aiDegreeLevel
aiSocCode
aiSocTitle
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Sign In To Preview Data
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
String ef3f82d5a8880f4fe1b23fe806477793 Job ID
jobKey
String 71bd1f72198b5ab5
String The State of Florida Company Name
String a5135d8cee2b1eecb3424465b7cce862 Company ID
String https://www.indeed.com/cmp/State-of-Florida Job Source URL
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
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']
String Macclenny, FL 32063 Location Name
String indeed_us Job Source
String Requisition No: 539007. Agency: Children and Families. Wo... Job Description
jobDescriptionRaw
String div id="jobDescriptionText" class="jobsearch-jobDescripti...
String http://airbnb.com Company Website
String Software Development Company Industry
Integer 34494 Job Compensation
Integer 30492 Job Compensation
Integer 38496 Job Compensation
Integer 32063 ZIP Code
String Macclenny City Name
String FL State Abbreviation
Integer ########## Company Phone Number
aiBenefits
String ["'Paid Time Off'", "'Disability Insurance'", "'401K'"]
String on-site Job Remote
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
String Licensed Practical Nurse Job Title
Product Attributes
Attribute Type Example Mapping
String ef3f82d5a8880f4fe1b23fe806477793 Job ID
jobKey
String 71bd1f72198b5ab5
String The State of Florida Company Name
String a5135d8cee2b1eecb3424465b7cce862 Company ID
String https://www.indeed.com/cmp/State-of-Florida Job Source URL
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
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']
String Macclenny, FL 32063 Location Name
String indeed_us Job Source
String Requisition No: 539007. Agency: Children and Families. Wo... Job Description
jobDescriptionRaw
String div id="jobDescriptionText" class="jobsearch-jobDescripti...
String http://airbnb.com Company Website
String Software Development Company Industry
Integer 34494 Job Compensation
Integer 30492 Job Compensation
Integer 38496 Job Compensation
String 32063 ZIP Code
String Macclenny City Name
String FL State Abbreviation
String ########## Company Phone Number
aiBenefits
String ["'Paid Time Off'", "'Disability Insurance'", "'401K'"]
String on-site Job Remote
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
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

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, OpenWeb Ninja Job Postings Data, Salary Data Google for Jobs - LinkedIn, Indeed, Glassdoor, ZipRecruiter + All Job Sites Global Real-Time API, and Job postings Data, Indeed API, Indeed job listings data, Scrape All Publicly available Job Postings Data From Job site - Indeed, LinkedIn, Glassdoor. 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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100% Response rate

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