技能：薪酬与招聘需求
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Spark 职位与薪酬
有多少开放职位要求 Spark、雇方为其明示的薪酬，以及这些需求分布在哪里。
可引用摘要
截至 2026-10-18，Spark 出现在 2,039 个开放职位中（占全部职位的 1.5%），雇方明示薪酬中位数为 193,500（P25 121,126 – P75 226,000）。
n=2,039, 截至 2026-10-18 · 这些技能数据如何计算
2,039
开放职位
1.5%
占全部职位比
973
含薪资区间的职位
$193,500
明示薪酬中位数
哪些职能族在招聘这项技能
提及该技能的职位在各职能族中的分布。
按职能族划分的需求
| 职能族 | 开放职位 | 占该技能职位比 |
|---|---|---|
| Data & ML | 668 | 32.8% |
| Engineering | 526 | 25.8% |
| Consulting | 162 | 7.9% |
| Other | 151 | 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% |
按国家划分的技能需求
| 国家/地区 | 开放职位 | 占该技能职位比 |
|---|---|---|
| United States | 1,016 | 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% |
同时出现的相关技能
与 Spark 最常出现在同一份职位中的技能。
Python n=9,587
Excel n=8,995
SQL n=7,329
Roadmapping n=7,155
AWS n=6,209
LLM n=5,050
Agile n=4,518
CI/CD n=4,458
iOS n=4,409
Salesforce n=4,046
CRM n=3,912
Azure n=3,892
相关技能
Procurement n=3,892
Supply Chain n=3,817
GCP n=3,515
Kubernetes n=3,343
Negotiation n=3,225
React n=3,100
Java n=3,011
Git n=2,902
Account Management n=2,715
A/B Testing n=2,660
TypeScript n=2,594
Payroll n=2,523
方法：数量来自公开招聘职位；薪酬仅采用雇方明示薪资区间的职位。 salaries.geo_answer_method →