Job ID	Job Key	Job URL	Job Date	Company Name	Company ID	Original Job Title	Job Description	Annual Salary (Avg)	Annual Salary (Min)	Annual Salary (Max)	Original Salary	City	State	Zip Code	Normalized Job Title	SOC Code	SOC Title	Skills	Soft Skills	Qualifications	Benefits	Predicted Salary	Predicted Seniority	Predicted Work-Type	Predicted Employment Type
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Request Sample Access

Attribute	Type	Example
Job ID	String	66698dc0d7996f1464c534cf
Job Key	String	a817d61e77c43b45
Job URL	String	https://www.indeed.com/viewjob?jk=a817d61e77c43b45
Job Date	String	2022-09-22 1:22:47
Company Name	String	Missoula Food Bank and Community Center
Company ID	String	7367e6036201d956483e32979080d530
Original Job Title	String	Executive Director, MFBCC
Job Description	String	The Missoula Food Bank & Community Center is looking for the next Executive DirectorMissoula Food Bank & Community Center’s mission is to lead the movement to end hunger through advocacy, volunteer...
Annual Salary (Avg)	Integer	100000
Annual Salary (Min)	Integer	95000
Annual Salary (Max)	Integer	105000
Original Salary	String	$95
City	String	Missoula
State	String	MT
Zip Code	Integer	59801
Normalized Job Title	String	Executive Director
SOC Code	String	11-1011
SOC Title	String	Chief Executives
Skills	String	['Working With A Board Of Directors', 'Non-Profit Organization', 'Fundraising', 'Impact']
Soft Skills	String	['Advocacy', 'Financial Acumen', 'Planning', 'Relationship Building', 'Consulting']
Qualifications	String	['Masters']
Benefits	String	['Paid Time Off', 'Health Insurance']
Predicted Salary	Integer	100788
Predicted Seniority	String	Executive
Predicted Work-Type	String	on-site
Predicted Employment Type	String	Full-time

Description

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

(1 country)

North America (1)

Data Categories

Job Postings Data
Salary Data
Recruiting Data
Job Market Data
Indeed Data

Pricing

Pricing available upon request

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

Volumes

Historical: 150M
Monthly Volume: 4M

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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

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