Collect data
Data is collected from over +100 validated web sources.
Web sources include job boards, social networks, and publicly available surveys.
All the data gathered is consolidated into a single database. This is our data source.
Normalize data
Data is standardized for analysis.
Information is found in different languages, fields and can be presented in different ways. In this step we transform the data into standard formats in preparation for further analysis.
Deduplicate data
Duplicate data is removed by cross-checking sources.
Job offers can be published on multiple websites or repeated every few weeks.
For this reason, we only include unique data in the database. After the extraction of data, TalentUp’s algorithm is responsible for validating this data.
Validate data
Data is validated by comparing patterns across sources.
After data is normalized, in the next step data is validated to ensure accuracy.
E.g., In order to understand if the salary is accurate, we need more context - seniority level, years of experience, skills required, etc.
