Skills: pay and hiring demand
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Pandas jobs and pay
How many open roles ask for Pandas, what employers state they pay for it, and where that demand sits.
Citable summary
Pandas appears in 282 open roles (0.2% of postings) with an employer-stated median of 163,000 (P25 98,865 – P75 212,750), as of 2026-10-18.
n=282, as of 2026-10-18 · How these skill figures are calculated
282
Open roles
0.2%
Share of all postings
106
Postings with a salary range
$163,000
Median stated pay
Which job families hire for this skill
Where roles naming this skill are concentrated across job families.
Demand by job family
| Job family | Open roles | Share of skill's roles |
|---|---|---|
| Data & ML | 164 | 58.2% |
| Engineering | 50 | 17.7% |
| Consulting | 28 | 9.9% |
| Other | 23 | 8.2% |
| Product | 5 | 1.8% |
| Finance | 3 | 1.1% |
| Legal | 3 | 1.1% |
| Operations | 2 | 0.7% |
| People & HR | 2 | 0.7% |
| Sales | 1 | 0.4% |
| Support | 1 | 0.4% |
Skill demand by country
| Country | Open roles | Share of skill's roles |
|---|---|---|
| United States | 95 | 33.7% |
| United Kingdom | 24 | 8.5% |
| India | 21 | 7.4% |
| Austria | 19 | 6.7% |
| Spain | 16 | 5.7% |
| Canada | 9 | 3.2% |
| Germany | 9 | 3.2% |
| Netherlands | 9 | 3.2% |
| Poland | 8 | 2.8% |
| Singapore | 7 | 2.5% |
| Brazil | 5 | 1.8% |
| France | 4 | 1.4% |
| Ireland | 4 | 1.4% |
| Portugal | 4 | 1.4% |
| AR | 3 | 1.1% |
| CO | 3 | 1.1% |
| Greece | 3 | 1.1% |
| Mexico | 3 | 1.1% |
| CL | 2 | 0.7% |
| China | 2 | 0.7% |
| EG | 2 | 0.7% |
| Japan | 2 | 0.7% |
| MA | 2 | 0.7% |
| Romania | 2 | 0.7% |
| Sweden | 2 | 0.7% |
| Belgium | 1 | 0.4% |
| Bulgaria | 1 | 0.4% |
| Switzerland | 1 | 0.4% |
| Finland | 1 | 0.4% |
| Hong Kong | 1 | 0.4% |
| Hungary | 1 | 0.4% |
| Italy | 1 | 0.4% |
| South Korea | 1 | 0.4% |
| PE | 1 | 0.4% |
| Slovakia | 1 | 0.4% |
| TR | 1 | 0.4% |
| UY | 1 | 0.4% |
| VN | 1 | 0.4% |
Skills that appear alongside
Skills most often requested in the same job postings as Pandas.
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Method: counts come from public job postings; pay figures use only postings with an employer-stated salary range. salaries.geo_answer_method →