WELCOME TO CANARIA INC

Revolutionizing the Job Market with Advanced Data Solutions

Access real-time data from the US job market and empower
your business with actionable insights.

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Explore datasets, databases and data feeds

Our Datasets and APIs

We source data from diverse platforms such as Indeed, LinkedIn, direct company feeds, and ATS feeds. Using our cutting-edge AI models, we detect and eliminate duplicates across these sources, achieving a 60% deduplication rate. This ensures unparalleled precision in job market analytics.

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Direct Source Job Postings Data (ATS)

Get real-time job postings directly from company career sites and ATS feeds for accurate recruitment insights.

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Job Aggregator Job Postings Data

Utilize job postings data aggregated from platforms like LinkedIn, Indeed, Glassdoor, Simplyhired and Jora to stay ahead in the job market.

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Title and Skill Taxonomy Data

Standardize job titles and skills with our detailed taxonomy, featuring over 38,000 unique skills and 50,000 job titles for enhanced analysis.

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Company Data

Access comprehensive, accurate, and up-to-date company profiles for market analysis and strategic decision-making.

500M

Total Historical

Job Count

25M

Monthly Active

Job Count

35,000

Job Listing

Sources

60%

Average

Deduplication Rate

Data Precision at Its Best
Cutting-Edge Custom Solutions

Supported by a dedicated R&D department, we create customized solutions for your specific use cases. We offer bespoke services, including personalized data mining workflows and in-house AI models to process your unique data. With refresh rates ranging from daily to hourly, we ensure you receive the most up-to-date, relevant, high-quality data to meet your business needs.

Our models

Advance Processing
Superior Insights

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Utilizing state-of-the-art AI and large language models (LLMs) validated by human experts, we are dedicated to delivering high-quality, actionable data through innovative technology.

Apart from the models included in our standard data offerings, we have developed additional models to provide tailored results to your needs, such as a sentiment analysis model that analyzes text data to gauge sentiment, helping businesses understand public perception and employee feedback, anomaly detection models, and LLM-based summarization models that condense large chunks of text for you.

Deduplication Model

Our model first removes exact duplicate records, then uses advanced AI to identify and eliminate near-duplicate job postings across different URLs, achieving approx. a 60% deduplication rate.

Title Taxonomy Model

With over 20 million unique job titles in our 500M+ job postings database, analysis can be challenging. Our AI models categorize each job posting into one of 50,000 standardized job titles from our internal normalized title taxonomy, simplifying data analysis.

Salary Estimation Model

Using company salary history, industry ranges, location, seniority, and public government data, our models predict the salary range for job postings.

Skill Taxonomy Model

Our in-house AI model identifies key entities in job postings, including hard skills, soft skills, certifications, and qualifications. Unlike keyword-based approaches, our model not only finds relevant keywords but also excludes irrelevant ones, ensuring precise data (e.g., "Hepatitis B" is skill for nursing jobs but not for accounting jobs).

Job Category Models

Our AI models analyze job descriptions, entities, predicted salary, location, industry, and job title to determine the seniority level of a job, standardizing levels across different companies. Another model identifies if a job is remote, onsite, or hybrid, accounting for discrepancies between job classifications and descriptions (e.g., a job classified as onsite but open to remote).

Government Classification Models

We developed models to classify job postings into Standard Occupation Codes (SOC) by the BLS and to categorize companies into industries based on their job posting information.

Certifications & Associations
INTEGRATIONS

Easily Integrate
Our Service
Into Your Project

Get daily updated data that captures the latest trends and changes in the job market via Google Cloud Analytics Hub, SAP Data Marketplace,  Databrics and AWS S3, Google Drive or Dropbox.

Pricing

Tailored Solutions

Our pricing plans are designed to meet the diverse needs of businesses. Contact us for custom solutions and free samples tailored to your specific requirements.

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Competitive Pricing

Free Sample Data Available

Exceptional Customer Support

Daily updates that ensure job postings
data is always fresh and relevant

Testimonials

Hear What Our Customers  Have to Say About Us

“User Segmentation and Context Understanding”

Canaria helped us segment user queries to define industry, persona, usage frequency, and ideal customer profiles. Their specialized ML models, initially developed for job postings, proved fast, reliable, and superior to general-purpose LLMs during our POC.

- Co-founder in B2C Tech Startup

“Better data than our previous vendors”

As an AI-focused nonprofit, Canaria has been an invaluable partner in understanding job market trends. Their high-quality, responsibly sourced datasets provided us with better insights, including salary and seniority levels. They also eliminate junk and duplicate postings, saving us time and effort

- President at AI4Good Foundation