Job Postings Data

📘

Ready to use this data? See the Canada Job Postings reference documentation to get started.

Description

This dataset contains Canada job postings. A limited number of sample job postings may be retrieved in their entirety, but the primary metrics available are aggregate counts of job postings. These counts may be filtered, ranked, and sorted by company, skills, job title, region, timeframe, source, industry, and more. Results may also be filtered by keyword search of the full job posting text. Data is available back to November 2017 and is updated monthly.

Use Cases

Questions answered by this dataset:

  • Which skills are employers seeking for computer programmers?
  • Which companies in Toronto are hiring the most nurses?
  • What skills are most often associated with a given job title?
  • Has demand increased or decreased for the skill "JavaScript (Programming Language)" in the last 6 months?
  • How long does the average job posting for a web developer stay up in Ontario?

Metrics

  • Unique postings: the same job may be posted on multiple websites; this metric removes duplicates across sources
  • Duplicate postings: the number of duplicate postings
  • Total postings: the sum of unique and duplicate postings
  • Intensity: the ratio of unique postings to total postings
  • Unique companies: the number of unique companies represented in your filtered set of job postings
  • Median posting duration: the median duration in days that job postings in your filtered set were online

Filters

  • City
  • Company (including staffing/non-staffing filter)
  • Education level required
  • Full text keyword search
  • Full/part time
  • Industry (2 to 6-digit NAICS)
  • Job title
  • Location (CSD, CD, CMA, Province)
  • Occupation (1 to 4-digit NOC)
  • Skills
  • Timeframe (year/month)
  • Years of experience required
Area Aggregation Path

The area aggregation path refers to the hierarchy that shows how data is aggregated, starting from the lowest-level geography and progressing to the highest-level geography.

The levels in the aggregation path include:

Aggregation Path

1234

Level

1NationMetropolitan USNationMetropolitan US
2StateMSAStateMSA
3CountyCountyCountyCounty
4Zip CodeZip CodeCensus TractCensus Tract

Datasets with lower granularity aggregates only up to Level 1