Define the selection
Choose roles, cities, experience levels, and sources. Keep duties and schedules so identical titles do not distort the comparison.
For HR teams, department heads, and labor market analysts
The same job title can describe different work. Gather city, duties, schedule, and pay terms so you can discuss an offer to a candidate on a sound basis.
Gross pay gets compared with take-home pay, shift work with a full week, and several cities with one another. The resulting number is hard to explain.
Start with a small sample. Then control the rules, frequency, and result.
Choose roles, cities, experience levels, and sources. Keep duties and schedules so identical titles do not distort the comparison.
Separate gross from net pay and monthly pay from per-shift pay. Define grouping and conversion during processing; do not guess unknown terms.
Set a schedule and export. Before calculating indicators, check duplicates, listing freshness, and the share without a published salary.
Your team gets prepared data and more time to make decisions.
Store amount, currency, pay period, and schedule separately. Show whether pay is gross or net. Missing pay does not become zero.
Collect responsibilities, experience, and employment format. Grouping rules help select comparable positions rather than every matching title.
Export a selection with dates and links. Your team can verify listings, explain selection criteria, and discuss its own vacancy terms.
Choose fields and processing rules for your task. Each record can retain its source link and check date.
Open the guideYou can calculate indicators for a chosen group. First separate cities, roles, schedules, and pay terms; check duplicates and the share of listings without pay.
Store lower and upper bounds separately, along with currency, pay period, and gross/net status. Use an explicit and consistent calculation method across the selection.
This solution covers public job listings and hiring terms. Comparing employer offers does not require applicants' personal data.
Explore an example, then configure your workflow.
Review page access and available fields before configuring your watchlist.
Update data for the team’s working hours and check that each run completed.
Configure run times and the time zone for the vacancy sources you selected.
Test one source, review the result, and choose how to run it. Expand the process with your team when it works.