Salários · Remuneração e demanda por competência

Competências: remuneração e demanda de contratação

Acompanhe quais competências os empregadores realmente exigem, quanto pagam quando publicam faixa salarial e como a demanda se divide por família profissional e país.

Como ler os dados
191 competências acompanhadas · 133,573 vagas abertas Apenas as vagas com faixa salarial declarada pelo empregador entram nos números de remuneração.

Resposta direta

Quais competências pagam melhor e para quais os empregadores realmente estão contratando? Em cada uma das 191 competências acompanhadas, a página mostra a proporção de vagas que a exigem, a remuneração mediana declarada pelo empregador quando há faixa publicada e as famílias profissionais e países onde a demanda se concentra — tudo recalculado a partir de vagas públicas.

Dados de · Como estes números são calculados

Remuneração e demanda por competência em resumo

Vagas abertas, participação nas vagas e remuneração mediana declarada para cada competência acompanhada.

Competência Vagas abertas Participação Remuneração mediana (declarada) Faixas válidas
Python 9,576 7.2% $171,650 4,159
Excel 8,931 6.7% $98,500 3,037
SQL 7,308 5.5% $157,357 2,773
Roadmapping 7,143 5.3% $199,300 3,336
AWS 6,206 4.6% $175,000 2,395
LLM 5,041 3.8% $195,500 2,346
Agile 4,498 3.4% $138,100 1,282
CI/CD 4,442 3.3% $170,000 1,618
iOS 4,366 3.3% $145,000 1,205
Salesforce 4,057 3.0% $148,716 1,988
CRM 3,908 2.9% $107,445 1,435
Procurement 3,886 2.9% $161,968 1,427
Azure 3,876 2.9% $166,500 1,430
Supply Chain 3,807 2.9% $136,500 1,421
GCP 3,510 2.6% $180,000 1,527
Kubernetes 3,331 2.5% $184,500 1,519
Negotiation 3,217 2.4% $160,000 1,101
React 3,196 2.4% $180,450 1,046
Java 3,007 2.3% $150,000 1,063
Git 2,894 2.2% $154,800 1,041
Account Management 2,711 2.0% $136,161 1,179
A/B Testing 2,652 2.0% $187,500 1,214
TypeScript 2,590 1.9% $190,000 1,286
Payroll 2,497 1.9% $140,000 831
Linux 2,319 1.7% $160,000 832
JavaScript 2,285 1.7% $152,352 896
Docker 2,216 1.7% $160,000 749
C++ 2,063 1.5% $185,000 828
Terraform 2,044 1.5% $177,550 818
Führerschein 2,035 1.5% $50,638 576
Spark 2,034 1.5% $193,500 971
SAP 1,994 1.5% $129,000 453
REST 1,934 1.4% $132,118 465
Jira 1,901 1.4% $131,300 583
Databricks 1,889 1.4% $212,325 791
Patient Care 1,809 1.4% $92,976 595
Prototyping 1,674 1.3% $175,000 716
Power BI 1,348 1.0% $104,500 287
Oracle 1,246 0.9% $140,000 479
CAD 1,237 0.9% $120,000 401
Node.js 1,153 0.9% $169,890 419
Snowflake 1,139 0.9% $182,500 521
Figma 1,133 0.8% $175,000 382
Tableau 1,121 0.8% $130,500 433
Bash 1,112 0.8% $142,500 489
Design Systems 1,100 0.8% $191,500 428
SOC 2 1,096 0.8% $194,150 379
R 1,085 0.8% $103,037 574
Kafka 1,032 0.8% $194,000 428
Registered Nurse 996 0.7% $91,344 257
.NET 942 0.7% $145,000 171
Android 942 0.7% $167,500 282
Datadog 918 0.7% $169,358 492
Site Reliability 879 0.7% $187,850 316
Grafana 873 0.7% $169,358 406
HubSpot 861 0.6% $110,500 417
GDPR 857 0.6% $155,125 326
Lead Generation 846 0.6% $115,000 310
Rust 839 0.6% $210,000 396
MongoDB 825 0.6% $150,000 332
PyTorch 824 0.6% $222,500 302
EMR/EHR 821 0.6% $125,000 402
Kotlin 821 0.6% $192,028 267
Workday 793 0.6% $142,500 338
FP&A 771 0.6% $159,210 374
Financial Modeling 771 0.6% $170,000 345
Vue 769 0.6% $125,050 154
ServiceNow 762 0.6% $157,500 276
HVAC 708 0.5% $64,480 245
IAM 705 0.5% $164,500 330
Lean/Six Sigma 676 0.5% $105,000 296
NetSuite 666 0.5% $142,450 399
First Aid 662 0.5% $44,720 255
English C1+ 651 0.5% $54,238 90
ETL 648 0.5% $148,379 223
Looker 642 0.5% $130,000 340
Prometheus 642 0.5% $170,000 292
Cold Calling 639 0.5% $83,883 251
Prompt Engineering 636 0.5% $189,560 272
ISO 27001 628 0.5% $187,500 247
Rails 613 0.5% $183,500 176
Adobe Creative Suite 607 0.5% $125,000 208
Swift 606 0.5% $160,000 232
RAG 601 0.4% $190,000 229
OSHA 592 0.4% $73,434 204
PHP 589 0.4% $17,152 169
Angular 576 0.4% $135,000 142
Elasticsearch 574 0.4% $122,792 345
Jenkins 574 0.4% $145,000 190
Ansible 568 0.4% $160,000 220
Airflow 561 0.4% $195,000 230
Forklift 561 0.4% $47,247 159
Plumbing 554 0.4% $60,000 235
TensorFlow 554 0.4% $205,000 151
Computer Vision 550 0.4% $175,000 231
MLOps 549 0.4% $216,104 181
GraphQL 546 0.4% $180,000 262
Redis 541 0.4% $202,500 214
BigQuery 534 0.4% $168,935 254
Ruby 518 0.4% $183,060 270
Scala 501 0.4% $213,750 213
AML/KYC 495 0.4% $135,000 149
Blockchain 495 0.4% $175,000 161
Welding 471 0.4% $88,400 147
Laravel 446 0.3% $187,000 5
US GAAP 443 0.3% $150,500 203
Serverless 441 0.3% $160,000 214
Spring 440 0.3% $138,100 92
User Research 435 0.3% $180,500 233
Zendesk 419 0.3% $98,000 169
Project Management 412 0.3% $140,263 113
LangChain 399 0.3% $180,000 156
Go 393 0.3% $183,300 171
SEO 384 0.3% $112,500 139
MATLAB 379 0.3% $160,000 196
Reinforcement Learning 378 0.3% $275,000 223
Underwriting 335 0.3% $180,500 155
Clinical Trials 330 0.2% $150,000 157
Next.js 326 0.2% $197,050 115
IFRS 323 0.2% $100,000 60
Flask 319 0.2% $152,500 26
Zero Trust 317 0.2% $163,700 150
gRPC 316 0.2% $187,500 138
Google Analytics 311 0.2% $65,000 130
Tailwind 301 0.2% $215,000 34
Google Ads 286 0.2% $82,500 111
Splunk 284 0.2% $164,500 138
Pandas 282 0.2% $163,000 106
Salesforce Apex 280 0.2% $152,500 185
Penetration Testing 275 0.2% $185,000 125
NLP 268 0.2% $170,500 154
SIEM 256 0.2% $161,650 129
React Native 246 0.2% $185,000 126
CDL 244 0.2% $60,000 47
DynamoDB 241 0.2% $160,000 108
Redshift 230 0.2% $145,000 112
FastAPI 228 0.2% $177,500 76
dbt 228 0.2% $170,000 103
scikit-learn 219 0.2% $176,500 79
Marketo 212 0.2% $145,000 128
Pharmacy 211 0.2% $80,163 44
Intercom 206 0.2% $148,422 73
Django 196 0.1% $156,250 68
Flink 183 0.1% $215,000 81
Hadoop 179 0.1% $185,750 60
CNC 174 0.1% $91,166 76
Meta Ads 171 0.1% $80,100 52
ClickHouse 162 0.1% $205,000 93
Hugging Face 155 0.1% $205,000 55
NumPy 153 0.1% $83,200 73
Cryptography 144 0.1% $215,000 73
QuickBooks 137 0.1% $135,000 53
Pulumi 135 0.1% $175,000 70
Cassandra 132 0.1% $116,979 74
Perl 127 0.1% $164,000 28
Dart 108 0.1% $128,014 32
German C1+ 107 0.1% $53,564 11
PLC 99 0.1% $67,600 53
Sketch 96 0.1% $173,000 26
Product Analytics 95 0.1% $68,081 56
Salesloft 93 0.1% $95,000 38
Medical Coding 91 0.1% $107,500 51
Istio 85 0.1% $200,000 45
Dagster 81 0.1% $187,500 40
DATEV 80 0.1% $47,825 2
Objective-C 80 0.1% $102,121 45
Webpack 77 0.1% $70,894 47
Electrical Wiring 67 0.1% $80,000 14
French fluent 67 0.1% $56,265 6
Xero 64 0.0% $15,972 21
Contract Law 60 0.0% $154,000 19
Helm 60 0.0% $170,500 36
Electron 59 0.0% $130,000 14
Prefect 59 0.0% $156,700 37
Phlebotomy 53 0.0% $130,000 28
Nginx 49 0.0% $140,883 19
Neo4j 45 0.0% $220,300 9
VBA 40 0.0% $88,273 9
Gong 38 0.0% $148,298 18
HGB 36 0.0% $43,212 3
Pardot 35 0.0% $102,485 15
Svelte 35 0.0% $187,200 8
WebGL 31 0.0% $210,500 15
Elixir 29 0.0% $155,360 12
COBOL 25 0.0% $185,200 4
Haskell 18 0.0% $130,000 3
Three.js 18 0.0% $200,000 10
Outreach 14 0.0% $66,500 5
Solidity 12 0.0% $240,000 3
Clojure 11 0.0% $213,000 4
DuckDB 10 0.0% $98,865 2

Todas as competências de A a Z

Python n=9,576 Excel n=8,931 SQL n=7,308 Roadmapping n=7,143 AWS n=6,206 LLM n=5,041 Agile n=4,498 CI/CD n=4,442 iOS n=4,366 Salesforce n=4,057 CRM n=3,908 Procurement n=3,886 Azure n=3,876 Supply Chain n=3,807 GCP n=3,510 Kubernetes n=3,331 Negotiation n=3,217 React n=3,196 Java n=3,007 Git n=2,894 Account Management n=2,711 A/B Testing n=2,652 TypeScript n=2,590 Payroll n=2,497 Linux n=2,319 JavaScript n=2,285 Docker n=2,216 C++ n=2,063 Terraform n=2,044 Führerschein n=2,035 Spark n=2,034 SAP n=1,994 REST n=1,934 Jira n=1,901 Databricks n=1,889 Patient Care n=1,809 Prototyping n=1,674 Power BI n=1,348 Oracle n=1,246 CAD n=1,237 Node.js n=1,153 Snowflake n=1,139 Figma n=1,133 Tableau n=1,121 Bash n=1,112 Design Systems n=1,100 SOC 2 n=1,096 R n=1,085 Kafka n=1,032 Registered Nurse n=996 .NET n=942 Android n=942 Datadog n=918 Site Reliability n=879 Grafana n=873 HubSpot n=861 GDPR n=857 Lead Generation n=846 Rust n=839 MongoDB n=825 PyTorch n=824 EMR/EHR n=821 Kotlin n=821 Workday n=793 FP&A n=771 Financial Modeling n=771 Vue n=769 ServiceNow n=762 HVAC n=708 IAM n=705 Lean/Six Sigma n=676 NetSuite n=666 First Aid n=662 English C1+ n=651 ETL n=648 Looker n=642 Prometheus n=642 Cold Calling n=639 Prompt Engineering n=636 ISO 27001 n=628 Rails n=613 Adobe Creative Suite n=607 Swift n=606 RAG n=601 OSHA n=592 PHP n=589 Angular n=576 Elasticsearch n=574 Jenkins n=574 Ansible n=568 Airflow n=561 Forklift n=561 Plumbing n=554 TensorFlow n=554 Computer Vision n=550 MLOps n=549 GraphQL n=546 Redis n=541 BigQuery n=534 Ruby n=518 Scala n=501 AML/KYC n=495 Blockchain n=495 Welding n=471 Laravel n=446 US GAAP n=443 Serverless n=441 Spring n=440 User Research n=435 Zendesk n=419 Project Management n=412 LangChain n=399 Go n=393 SEO n=384 MATLAB n=379 Reinforcement Learning n=378 Underwriting n=335 Clinical Trials n=330 Next.js n=326 IFRS n=323 Flask n=319 Zero Trust n=317 gRPC n=316 Google Analytics n=311 Tailwind n=301 Google Ads n=286 Splunk n=284 Pandas n=282 Salesforce Apex n=280 Penetration Testing n=275 NLP n=268 SIEM n=256 React Native n=246 CDL n=244 DynamoDB n=241 Redshift n=230 FastAPI n=228 dbt n=228 scikit-learn n=219 Marketo n=212 Pharmacy n=211 Intercom n=206 Django n=196 Flink n=183 Hadoop n=179 CNC n=174 Meta Ads n=171 ClickHouse n=162 Hugging Face n=155 NumPy n=153 Cryptography n=144 QuickBooks n=137 Pulumi n=135 Cassandra n=132 Perl n=127 Dart n=108 German C1+ n=107 PLC n=99 Sketch n=96 Product Analytics n=95 Salesloft n=93 Medical Coding n=91 Istio n=85 Dagster n=81 DATEV n=80 Objective-C n=80 Webpack n=77 Electrical Wiring n=67 French fluent n=67 Xero n=64 Contract Law n=60 Helm n=60 Electron n=59 Prefect n=59 Phlebotomy n=53 Nginx n=49 Neo4j n=45 VBA n=40 Gong n=38 HGB n=36 Pardot n=35 Svelte n=35 WebGL n=31 Elixir n=29 COBOL n=25 Haskell n=18 Three.js n=18 Outreach n=14 Solidity n=12 Clojure n=11 DuckDB n=10

Todas as competências acompanhadas, em ordem alfabética com o número de vagas abertas correspondente. Competências →

Cada página de competência é gerada a partir de vagas públicas e atualizada na data indicada acima. Salários → · Níveis de senioridade →