Workforce data from trusted sources, analysed and validated for accuracy.
Globally mapping : skills, freelancers, education, careers, roles, salaries and experience.
Real-Time Data
Recruitment platforms offer incredible levels of detail, as users input their skills, experience, seniority, employment type, education levels and roles.
In principle we see these global platforms as pre-filled surveys where people promote themselves to advance their careers. Additionally, we access salary data for each role and experience level to help calculate economic impact.
We don’t scrape, all our data is licensed and validated for accuracy by our research team.
Approved License DataRecruitment Platforms
Job Adverts
Salary Data
Validation
We have spent years understanding how recruitment platforms operate and produce results.
Licensed relationships allow us to look behind the scenes and identify any skills inflation, mis-categorisations, and false positives.
Our validation process involves analysing large samples of results and balancing this data against traditional sources (national statistics and industry reports) in order to harmonise workforce ratios and size.
Accurate & Balanced Senior researchers
Analyse and harmonise
New & traditional data
Analysing recruitment data, industry reports and national statistics.
Our Data
Our data is aggregated from multiple sources; recruitment sites, online profiles, national statistics, industry reports & surveys. We don’t scrape, all our data is licensed, our process is analytical and accurate.
Find Out More
Our outputs include:
Experience Levels
Skillsets
Education Levels
Seniority
Roles
Employment Types
Freelancers
Retention Rates
Mobility
Salaries
Job Postings
Get Started
Explore & Assess
First step is to book a call to explore what is possible. Understand the data we access, our analytics process and range of outputs.
Set Parameters
We will work with you to define a brief and then send you a preview outputs dashboard. Once approved we will do our research.
Receive Data
Output our data to multiple formats; excel, static or interactive visualisations, and include detailed notes to explain our findings.