iQuery
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iQuery Data Products: APIs & Datasets
Job Postings Data | 1B+ Job posts | USA Coverage | Proprietary Updates
iQuery - Job Market Data | 4.6B Records | USA Coverage | Aggregations By Occupation, Industry, Education, and Experience
iQuery - Salary Data | 4.6B Records | USA Coverage | Aggregations By Occupation, Industry, Education, and Experience (Copy)
iQuery - Skill Taxonomy Data | Certifications | USA Coverage | Certification Aggregations By Occupation, Industry, Education, and Experience
iQuery - Skill Taxonomy Data | Skills | USA Coverage | Skill Aggregations By Occupation, Industry, Education, and Experience
iQuery - Skill Taxonomy Data | Tools | USA Coverage | Tool Aggregations By Occupation, Industry, Education, and Experience
iQuery Pricing & Cost
How iQuery Data Pricing Works
Our pricing is customized based on:
- Data Volume – Depends on the number of records requested by job types, locations, skills, etc.
- Frequency – One-time access or recurring (monthly, weekly, daily) affects cost.
- Delivery Method – Choose API or bulk downloads. Add-ons like SLAs, premium support, or custom integrations may increase pricing.
- Contract Terms – Annual or multi-year deals with minimum data/frequency commitments. Licenses include defined usage terms (e.g., no resale, approved use cases).
Want a Quote?
Tell us:
• What data you need (e.g., roles, locations, skills)
• How often you’d like updates
• Your preferred delivery method
We’ll create a pricing package that fits your goals. Sample data is available upon request.
iQuery Reviews
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iQuery Competitors & Alternatives
Canaria Inc.
As an AI-focused nonprofit, we've found Canaria Inc. to be an invaluable partner in understanding job market trends. Their comprehensive datasets, sourced responsibly from platforms like Indeed and LinkedIn, coupled with their advanced AI and NLP processing (this enables us to get additional insights which are not natively available in the source such as predicted salary, seniority level etc.), provide unmatched insights into the labor market. Their high deduplication rates ensure the accuracy and utility of the data, essential for our strategic planning and analysis. Canaria's tailored pricing and client-centric approach make them a top recommendation for any organization needing detailed labor market analytics.
Coresignal
Coresignal has strong demographic and firmographic datasets both on quality and volume while keeping the data as fresh as it can be. We've been using Coresignal for years and we can only speak highly about the product and team behind it. Highly recommended.
Xverum
Xverum provides our company employees, companies, and jobs datasets + API refresh service. We’re getting the most accurate raw data with the best refresh rate within the industry. Xverum team escort is professional technical & customer-facing.
LinkUp Job Market Data
About iQuery
iQuery in a Nutshell
iQuery delivers labor market insights by combining historical trends with real-time job postings. It processes 7–10 million ads daily from public/private job boards, government sources, and more—ensuring accuracy through daily validation and de-duplication.
The Data Services Team standardizes postings with taxonomy codes (O*NET, NAICS, FIPS, education, experience) and maps Classification of Instructional Programs (CIP) to federal codes, helping educators align curricula with market needs. iQuery also tags required skills, tools, and certifications.
By integrating real-time and historical data, iQuery enables data-driven decisions in a dynamic labor economy. It tracks workforce trends and delivers accurate forecasts—often surpassing traditional models. These insights support researchers, agencies, employers, and educators in analyzing labor patterns, attracting talent, and planning academic programs that match market demand.
Country Coverage
Data Offering
With a comprehensive blend of real-time and historical data, iQuery supports economic development by tracking workforce dynamics across occupations, industries, and skill sets. Data includes line-item job orders as well as statistical aggregations spanning 18 years of labor market information data.
Use Cases
Our data empowers and realizes value to a wide range of stakeholders:
Governments can assess local labor supply to attract employers and inform policy.
- Researchers can uncover trends and model future workforce shifts.
- Employers can locate optimal labor pools for strategic hiring needs.
- Colleges and universities can tailor academic programs and credentials to match employer demand in specific regions.
iQuery delivers a data-rich foundation for workforce planning, policy development, and educational alignment—driving smarter decisions in a dynamic labor market.
Data Sources & Collection
The iQuery team of specialized developers processes and refines 7 to 10 million job listings daily, collected from a wide array of online sources including public and private job boards, government portals, healthcare systems, and various employment websites. We ensure data freshness by validating and de-duplicating job postings and conducting daily checks to confirm active status—making iQuery datasets among the most accurate and current in the industry.
Key Differentiators
With over 1 billion historic job postings using standardized taxonomies across 42 thousand sources cover a span of 18 years, iQuery provides robust job listings and statistical aggregations.
Data Privacy
Frequently asked questions about iQuery
What does iQuery do?
iQuery provides unparalleled insight into the labor market through our proprietary jobs data. By combining historical data with real-time job postings, our platform captures employment trends as they unfold—offering powerful predictive capabilities for workforce analysis, planning, and development.
How much does iQuery cost?
The supported pricing models for iQuery’s data are One-off purchase, Monthly License, and Yearly License. Get talking to a member of the iQuery team to receive custom pricing options, information about data subscription fees, and quotes for iQuery’s data offering tailored to your use case.
What kind of data does iQuery have?
Job Postings Data, Company Data, Economic Data, Salary Data, and 2 others
What data does iQuery offer?
With a comprehensive blend of real-time and historical data, iQuery supports economic development by tracking workforce dynamics across occupations, industries, and skill sets. Data includes line-item job orders as well as statistical aggregations spanning 18 years of labor market information data.
How does iQuery collect data?
The iQuery team of specialized developers processes and refines 7 to 10 million job listings daily, collected from a wide array of online sources including public and private job boards, government portals, healthcare systems, and various employment websites. We ensure data freshness by validating and de-duplicating job postings and conducting daily checks to confirm active status—making iQuery datasets among the most accurate and current in the industry.
What are the best use cases for iQuery’s data?
Our data empowers and realizes value to a wide range of stakeholders: Governments can assess local labor supply to attract employers and inform policy. Researchers can uncover trends and model future workforce shifts. Employers can locate optimal labor pools for strategic hiring needs. Colleges and universities can tailor academic programs and credentials to match employer demand in specific regions. iQuery delivers a data-rich foundation for workforce planning, policy development, and educational alignment—driving smarter decisions in a dynamic labor market.