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

#	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
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Volume

Monthly Volume

Data Quality

100%

Job Descriptions

Avail. Formats

.bin, .json, and .xml

File

Coverage

Country

History

years

[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

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.

North America (1)

United States of America

2 years of historical data

5 million

Monthly Volume

Free sample available

License	Starts at
One-off purchase	Available
Monthly License	Available
Yearly License	Available
Usage-based	Available

Request detailed pricing

Self-reported by the provider

100%

Job Descriptions

Methods

Frequency

Format

Lead Generation

Competitor Insights

Corporate Development

HR Analytics Labor Market Research

Job Postings Data Salary Data LinkedIn Data Recruiting Data Job Market Data

150M Historical

100% Job Descriptions

USA covered

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13 countries covered

This dataset contains detailed job postings, including headers, qualifications, responsibilities, and benefits. It offers insights into job titles, companies...

249 Countries Covered Worldwide

100% Fresh & Up-to-date

249 countries covered

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1M Indeed Job Posting Data

99% Accuracy

61 countries covered

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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?

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, Decision Software Job Postings Data LinkedIn Data, and OpenWeb Ninja Job Postings Data, Salary Data Google for Jobs - LinkedIn, Indeed, Glassdoor, ZipRecruiter + All Job Sites Global 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

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100% Response rate

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

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

Canaria Inc.
Transforming the Job Market with AI-Driven Data Solutions

Trusted by

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

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

Canaria Inc. Transforming the Job Market with AI-Driven Data Solutions

Trusted by

Canaria Inc.
Transforming the Job Market with AI-Driven Data Solutions