Skills: pay and hiring demand

Spark jobs and pay

How many open roles ask for Spark, what employers state they pay for it, and where that demand sits.

All skills →
2,038 open roles · 1.5% of postings · Median $193,500/yr as of 2026-10-18

Citable summary

Spark appears in 2,038 open roles (1.5% of postings) with an employer-stated median of 193,500 (P25 121,126 – P75 226,000), as of 2026-10-18.

n=2,038, as of 2026-10-18 · How these skill figures are calculated

2,038
Open roles
1.5%
Share of all postings
of postings
972
Postings with a salary range
$193,500
Median stated pay
P25 $121,126 · P75 $226,000

Which job families hire for {skill}

Where roles naming {skill} are concentrated across job families.

Data & ML32.8% (668)Engineering25.8% (526)Consulting7.9% (162)Other7.4% (150)Sales7.4% (150)Operations5.1% (103)Product3.0% (62)Marketing2.6% (53)

{skill} demand by job family

Job family Open roles Share of skill's roles
Data & ML 668 32.8%
Engineering 526 25.8%
Consulting 162 7.9%
Other 150 7.4%
Sales 150 7.4%
Operations 103 5.1%
Product 62 3.0%
Marketing 53 2.6%
Retail & Hospitality 40 2.0%
Support 33 1.6%
Finance 28 1.4%
People & HR 26 1.3%
Design 13 0.6%
Legal 13 0.6%
Skilled Trades 11 0.5%

Skill demand by country

Country Open roles Share of skill's roles
United States 1,015 49.8%
United Kingdom 150 7.4%
India 126 6.2%
Canada 97 4.8%
Germany 78 3.8%
Singapore 69 3.4%
Poland 63 3.1%
Brazil 37 1.8%
France 29 1.4%
Netherlands 29 1.4%
Australia 24 1.2%
Spain 22 1.1%
Greece 14 0.7%
Japan 13 0.6%
Ireland 12 0.6%
Mexico 12 0.6%
United Arab Emirates 9 0.4%
Italy 9 0.4%
Hungary 8 0.4%
Switzerland 7 0.3%
MA 7 0.3%
Sweden 7 0.3%
Slovakia 7 0.3%
South Korea 6 0.3%
Portugal 6 0.3%
RS 6 0.3%
AR 5 0.2%
China 5 0.2%
Czechia 4 0.2%
Luxembourg 4 0.2%
Taiwan 4 0.2%
CO 3 0.1%
EG 3 0.1%
MY 3 0.1%
PH 3 0.1%
Slovenia 3 0.1%
UA 3 0.1%
Belgium 2 0.1%
Denmark 2 0.1%
Israel 2 0.1%
MT 2 0.1%
New Zealand 2 0.1%
PE 2 0.1%
Romania 2 0.1%
UY 2 0.1%
ZA 2 0.1%
Austria 1 0.0%
Bulgaria 1 0.0%
CL 1 0.0%
Finland 1 0.0%
Croatia 1 0.0%
ID 1 0.0%
KE 1 0.0%
Lithuania 1 0.0%
SA 1 0.0%
TH 1 0.0%
VN 1 0.0%

Skills that appear alongside {skill}

Skills most often requested in the same job postings as Spark.

Python n=9,587 Excel n=9,003 SQL n=7,324 Roadmapping n=7,151 AWS n=6,210 LLM n=5,045 Agile n=4,513 CI/CD n=4,455 iOS n=4,411 Salesforce n=4,044 CRM n=3,905 Azure n=3,894

Related skills

Procurement n=3,893 Supply Chain n=3,812 GCP n=3,515 Kubernetes n=3,343 Negotiation n=3,223 React n=3,097 Java n=3,014 Git n=2,902 Account Management n=2,710 A/B Testing n=2,658 TypeScript n=2,591 Payroll n=2,517

Method: counts come from public job postings; pay figures use only postings with an employer-stated salary range. salaries.geo_answer_method →