2026 market intelligence

Category reports

137 category reports
Applications per job: <8 very hard to hire 8–15 hard 16–25 average 26–45 easy 46+ very easy
Platform Engineer
Salary range $2,947–$8,000 $8K JobNote category · posted estimates
Jobs 305 305 Last 3 months
Applications per job 30 30 JobNote category match
Site Reliability Engineer
Salary range $3,025–$7,000 $7K JobNote category · posted estimates
Jobs 199 199 Last 3 months
Applications per job 24 24 JobNote category match
Software Architect
Salary range $2,559–$6,857 $6.9K JobNote category · posted estimates
Jobs 821 821 Last 3 months
Applications per job 16.85 16.9 JobNote category match
Machine Learning Engineer
Salary range $4,213–$6,616 $6.6K JobNote category · posted estimates
Jobs 534 534 Last 3 months
Applications per job 9 9 JobNote category match
Engineering Management
Salary range $3,552–$6,435 $6.4K JobNote category · posted estimates
Jobs 242 242 Last 3 months
Applications per job 27.5 27.5 JobNote category match
ETL Developer
Salary range $1,633–$6,168 $6.2K JobNote category · posted estimates
Jobs 47 47 Last 3 months
Applications per job 5 5 JobNote category match
Rust
Salary range $5,950–$6,129 $6.1K JobNote category · posted estimates
Jobs 47 47 Last 3 months
Applications per job 10.25 10.2 JobNote category match
Head / Chief
Salary range $3,773–$6,128 $6.1K JobNote category · posted estimates
Jobs 735 735 Last 3 months
Applications per job 14.39 14.4 JobNote category match
Backend Developer
Salary range $0–$6,000 $6K JobNote category · posted estimates
Jobs 1,146 1.1K Last 3 months
Applications per job 9.67 9.7 JobNote category match
Cloud Security
Salary range $0–$6,000 $6K JobNote category · posted estimates
Jobs 24 24 Last 3 months
Applications per job 1 1 JobNote category match
ETL
Salary range $0–$6,000 $6K JobNote category · posted estimates
Jobs 79 79 Last 3 months
Applications per job 2 2 JobNote category match
Tech Lead
Salary range $3,239–$5,876 $5.9K JobNote category · posted estimates
Jobs 595 595 Last 3 months
Applications per job 12.89 12.9 JobNote category match
Scala
Salary range $4,788–$5,833 $5.8K JobNote category · posted estimates
Jobs 53 53 Last 3 months
Applications per job 1.88 1.9 JobNote category match
Big Data
Salary range $2,991–$5,750 $5.8K JobNote category · posted estimates
Jobs 164 164 Last 3 months
Applications per job 4 4 JobNote category match
Mobile Developer
Salary range $0–$5,500 $5.5K JobNote category · posted estimates
Jobs 207 207 Last 3 months
Applications per job 62 62 JobNote category match
AI Engineer
Salary range $2,856–$5,428 $5.4K JobNote category · posted estimates
Jobs 476 476 Last 3 months
Applications per job 51 51 JobNote category match
Golang
Salary range $3,360–$5,240 $5.2K JobNote category · posted estimates
Jobs 233 233 Last 3 months
Applications per job 28.48 28.5 JobNote category match
Data Engineer
Salary range $3,436–$5,181 $5.2K JobNote category · posted estimates
Jobs 1,707 1.7K Last 3 months
Applications per job 10.57 10.6 JobNote category match
Treasury
Salary range $0–$5,166 $5.2K JobNote category · posted estimates
Jobs 23 23 Last 3 months
Applications per job 16 16 JobNote category match
Data Science
Salary range $2,821–$5,152 $5.2K JobNote category · posted estimates
Jobs 671 671 Last 3 months
Applications per job 23.04 23 JobNote category match
Безпека
Salary range $3,750–$5,100 $5.1K JobNote category · posted estimates
Jobs 25 25 Last 3 months
Applications per job 12.27 12.3 JobNote category match
Integration Engineer
Salary range $0–$5,000 $5K JobNote category · posted estimates
Jobs 129 129 Last 3 months
Applications per job 1 1 JobNote category match
Solutions Architect
Salary range $0–$5,000 $5K JobNote category · posted estimates
Jobs 500 500 Last 3 months
Applications per job 1 1 JobNote category match
SRE
Salary range $3,274–$5,000 $5K JobNote category · posted estimates
Jobs 34 34 Last 3 months
Applications per job 6 6 JobNote category match
Kotlin
Salary range $1,953–$4,954 $5K JobNote category · posted estimates
Jobs 37 37 Last 3 months
Applications per job 13.23 13.2 JobNote category match
AI/ML
Salary range $2,663–$4,813 $4.8K JobNote category · posted estimates
Jobs 821 821 Last 3 months
Applications per job 28.97 29 JobNote category match
Software Engineering
Salary range $2,947–$4,800 $4.8K JobNote category · posted estimates
Jobs 724 724 Last 3 months
Applications per job 22.14 22.1 JobNote category match
IT Operations
Salary range $2,405–$4,792 $4.8K JobNote category · posted estimates
Jobs 42 42 Last 3 months
Applications per job 14 14 JobNote category match
Java
Salary range $4,371–$4,773 $4.8K JobNote category · posted estimates
Jobs 1,079 1.1K Last 3 months
Applications per job 38.7 38.7 JobNote category match
C/C++
Salary range $2,424–$4,736 $4.7K JobNote category · posted estimates
Jobs 542 542 Last 3 months
Applications per job 7.73 7.7 JobNote category match
Procurement
Salary range $3,467–$4,723 $4.7K JobNote category · posted estimates
Jobs 179 179 Last 3 months
Applications per job 2.5 2.5 JobNote category match
Program Management
Salary range $2,019–$4,666 $4.7K JobNote category · posted estimates
Jobs 213 213 Last 3 months
Applications per job 10 10 JobNote category match
Cybersecurity
Salary range $0–$4,600 $4.6K JobNote category · posted estimates
Jobs 118 118 Last 3 months
Applications per job 5 5 JobNote category match
DevOps
Salary range $2,771–$4,571 $4.6K JobNote category · posted estimates
Jobs 1,987 2K Last 3 months
Applications per job 24.9 24.9 JobNote category match
Delivery Manager
Salary range $1,575–$4,501 $4.5K JobNote category · posted estimates
Jobs 254 254 Last 3 months
Applications per job 27.65 27.6 JobNote category match
.NET Developer
Salary range $0–$4,500 $4.5K JobNote category · posted estimates
Jobs 239 239 Last 3 months
Applications per job 37 37 JobNote category match
Full Stack Developer
Salary range $0–$4,500 $4.5K JobNote category · posted estimates
Jobs 608 608 Last 3 months
Applications per job 37 37 JobNote category match
Ruby
Salary range $3,583–$4,484 $4.5K JobNote category · posted estimates
Jobs 56 56 Last 3 months
Applications per job 27.38 27.4 JobNote category match
Embedded
Salary range $2,094–$4,482 $4.5K JobNote category · posted estimates
Jobs 409 409 Last 3 months
Applications per job 3.49 3.5 JobNote category match
Management
Salary range $2,269–$4,436 $4.4K JobNote category · posted estimates
Jobs 1,892 1.9K Last 3 months
Applications per job 29.07 29.1 JobNote category match
Node.js
Salary range $2,676–$4,419 $4.4K JobNote category · posted estimates
Jobs 428 428 Last 3 months
Applications per job 92.23 92.2 JobNote category match
Cloud Engineering
Salary range $2,453–$4,417 $4.4K JobNote category · posted estimates
Jobs 573 573 Last 3 months
Applications per job 2.33 2.3 JobNote category match
UAV / Drone Engineer
Salary range $2,091–$4,384 $4.4K JobNote category · posted estimates
Jobs 106 106 Last 3 months
Applications per job 1.45 1.4 JobNote category match
Development
Salary range $2,479–$4,241 $4.2K JobNote category · posted estimates
Jobs 1,327 1.3K Last 3 months
Applications per job 78.89 78.9 JobNote category match
.NET
Salary range $2,575–$4,228 $4.2K JobNote category · posted estimates
Jobs 556 556 Last 3 months
Applications per job 41.24 41.2 JobNote category match
Operations
Salary range $2,559–$4,215 $4.2K JobNote category · posted estimates
Jobs 1,101 1.1K Last 3 months
Applications per job 21.8 21.8 JobNote category match
Network Engineering
Salary range $2,750–$4,204 $4.2K JobNote category · posted estimates
Jobs 351 351 Last 3 months
Applications per job 26 26 JobNote category match
Systems Engineering
Salary range $3,500–$4,204 $4.2K JobNote category · posted estimates
Jobs 563 563 Last 3 months
Applications per job 26 26 JobNote category match
Laravel
Salary range $1,566–$4,178 $4.2K JobNote category · posted estimates
Jobs 30 30 Last 3 months
Applications per job 133.15 133.2 JobNote category match
Fullstack
Salary range $2,753–$4,168 $4.2K JobNote category · posted estimates
Jobs 2,595 2.6K Last 3 months
Applications per job 76.76 76.8 JobNote category match
Product Manager
Salary range $2,316–$4,125 $4.1K JobNote category · posted estimates
Jobs 1,522 1.5K Last 3 months
Applications per job 25.62 25.6 JobNote category match
Security
Salary range $2,362–$4,074 $4.1K JobNote category · posted estimates
Jobs 617 617 Last 3 months
Applications per job 9.63 9.6 JobNote category match
Analyst
Salary range $2,569–$4,068 $4.1K JobNote category · posted estimates
Jobs 3,454 3.5K Last 3 months
Applications per job 18.5 18.5 JobNote category match
Python
Salary range $2,142–$4,064 $4.1K JobNote category · posted estimates
Jobs 1,273 1.3K Last 3 months
Applications per job 61.16 61.2 JobNote category match
Game Designer
Salary range $2,422–$4,057 $4.1K JobNote category · posted estimates
Jobs 132 132 Last 3 months
Applications per job 16.55 16.5 JobNote category match
Brand Management
Salary range $1,674–$4,000 $4K JobNote category · posted estimates
Jobs 22 22 Last 3 months
Applications per job 22 22 JobNote category match
Embedded Software Engineer
Salary range $0–$4,000 $4K JobNote category · posted estimates
Jobs 207 207 Last 3 months
Applications per job 1 1 JobNote category match
Security Engineer
Salary range $0–$4,000 $4K JobNote category · posted estimates
Jobs 146 146 Last 3 months
Applications per job 1 1 JobNote category match
Scrum Master / Agile Coach
Salary range $2,054–$3,972 $4K JobNote category · posted estimates
Jobs 76 76 Last 3 months
Applications per job 25.68 25.7 JobNote category match
Hardware
Salary range $1,628–$3,908 $3.9K JobNote category · posted estimates
Jobs 1,067 1.1K Last 3 months
Applications per job 3.24 3.2 JobNote category match
Game Developer
Salary range $1,852–$3,817 $3.8K JobNote category · posted estimates
Jobs 417 417 Last 3 months
Applications per job 23.46 23.5 JobNote category match
Developer
Salary range $2,196–$3,793 $3.8K JobNote category · posted estimates
Jobs 2,316 2.3K Last 3 months
Applications per job 21.48 21.5 JobNote category match
Growth
Salary range $2,977–$3,750 $3.8K JobNote category · posted estimates
Jobs 21 21 Last 3 months
Applications per job 16 16 JobNote category match
iOS/macOS
Salary range $2,600–$3,743 $3.7K JobNote category · posted estimates
Jobs 76 76 Last 3 months
Applications per job 60.71 60.7 JobNote category match
Product Analyst
Salary range $962–$3,666 $3.7K JobNote category · posted estimates
Jobs 31 31 Last 3 months
Applications per job 14.75 14.8 JobNote category match
ERP/CRM
Salary range $1,820–$3,651 $3.7K JobNote category · posted estimates
Jobs 467 467 Last 3 months
Applications per job 4.82 4.8 JobNote category match
Business Analysis
Salary range $2,524–$3,639 $3.6K JobNote category · posted estimates
Jobs 141 141 Last 3 months
Applications per job 13.5 13.5 JobNote category match
React Native
Salary range $1,810–$3,638 $3.6K JobNote category · posted estimates
Jobs 98 98 Last 3 months
Applications per job 84.64 84.6 JobNote category match
Android
Salary range $1,830–$3,590 $3.6K JobNote category · posted estimates
Jobs 155 155 Last 3 months
Applications per job 42.9 42.9 JobNote category match
Flutter
Salary range $2,087–$3,505 $3.5K JobNote category · posted estimates
Jobs 54 54 Last 3 months
Applications per job 69.19 69.2 JobNote category match
DefTech
Salary range $1,550–$3,502 $3.5K JobNote category · posted estimates
Jobs 128 128 Last 3 months
Applications per job 2.93 2.9 JobNote category match
Embedded Systems
Salary range $0–$3,500 $3.5K JobNote category · posted estimates
Jobs 133 133 Last 3 months
Applications per job 11 11 JobNote category match
SQL / DBA
Salary range $1,931–$3,481 $3.5K JobNote category · posted estimates
Jobs 39 39 Last 3 months
Applications per job 9.08 9.1 JobNote category match
Media Buying
Salary range $1,269–$3,438 $3.4K JobNote category · posted estimates
Jobs 215 215 Last 3 months
Applications per job 12.42 12.4 JobNote category match
Business Development
Salary range $1,785–$3,415 $3.4K JobNote category · posted estimates
Jobs 702 702 Last 3 months
Applications per job 17.72 17.7 JobNote category match
PHP
Salary range $1,744–$3,373 $3.4K JobNote category · posted estimates
Jobs 394 394 Last 3 months
Applications per job 86.96 87 JobNote category match
Angular
Salary range $1,300–$3,370 $3.4K JobNote category · posted estimates
Jobs 23 23 Last 3 months
Applications per job 97.76 97.8 JobNote category match
QA Hardware / Embedded
Salary range $1,583–$3,344 $3.3K JobNote category · posted estimates
Jobs 140 140 Last 3 months
Applications per job 8.79 8.8 JobNote category match
Systems Analyst
Salary range $1,815–$3,316 $3.3K JobNote category · posted estimates
Jobs 88 88 Last 3 months
Applications per job 15 15 JobNote category match
QA Automation
Salary range $1,777–$3,276 $3.3K JobNote category · posted estimates
Jobs 855 855 Last 3 months
Applications per job 47.98 48 JobNote category match
Frontend
Salary range $1,769–$3,262 $3.3K JobNote category · posted estimates
Jobs 489 489 Last 3 months
Applications per job 171.86 171.9 JobNote category match
SMM
Salary range $1,045–$3,161 $3.2K JobNote category · posted estimates
Jobs 606 606 Last 3 months
Applications per job 12.3 12.3 JobNote category match
Engineering / CAD Design
Salary range $1,564–$3,151 $3.2K JobNote category · posted estimates
Jobs 249 249 Last 3 months
Applications per job 2.82 2.8 JobNote category match
Mechanical Engineering
Salary range $1,333–$3,125 $3.1K JobNote category · posted estimates
Jobs 520 520 Last 3 months
Applications per job 0.93 0.9 JobNote category match
React
Salary range $1,921–$3,018 $3K JobNote category · posted estimates
Jobs 76 76 Last 3 months
Applications per job 253.09 253.1 JobNote category match
Frontend Developer
Salary range $0–$3,000 $3K JobNote category · posted estimates
Jobs 620 620 Last 3 months
Applications per job 106.5 106.5 JobNote category match
Product Marketing
Salary range $2,500–$2,977 $3K JobNote category · posted estimates
Jobs 40 40 Last 3 months
Applications per job 16 16 JobNote category match
Advertising
Salary range $1,282–$2,975 $3K JobNote category · posted estimates
Jobs 532 532 Last 3 months
Applications per job 15.21 15.2 JobNote category match
Animator
Salary range $1,383–$2,965 $3K JobNote category · posted estimates
Jobs 132 132 Last 3 months
Applications per job 6.51 6.5 JobNote category match
More development
Salary range $1,569–$2,939 $2.9K JobNote category · posted estimates
Jobs 236 236 Last 3 months
Applications per job 20.6 20.6 JobNote category match
UAV / Drone Pilot
Salary range $1,585–$2,898 $2.9K JobNote category · posted estimates
Jobs 24 24 Last 3 months
Applications per job 1.93 1.9 JobNote category match
Marketing
Salary range $1,345–$2,885 $2.9K JobNote category · posted estimates
Jobs 4,710 4.7K Last 3 months
Applications per job 14.43 14.4 JobNote category match
Creative and Gaming
Salary range $1,359–$2,836 $2.8K JobNote category · posted estimates
Jobs 771 771 Last 3 months
Applications per job 46.12 46.1 JobNote category match
Marketing & Sales
Salary range $1,237–$2,807 $2.8K JobNote category · posted estimates
Jobs 4,107 4.1K Last 3 months
Applications per job 15.66 15.7 JobNote category match
Sales
Salary range $1,445–$2,756 $2.8K JobNote category · posted estimates
Jobs 2,353 2.4K Last 3 months
Applications per job 16.64 16.6 JobNote category match
Finance
Salary range $1,511–$2,709 $2.7K JobNote category · posted estimates
Jobs 1,285 1.3K Last 3 months
Applications per job 15.3 15.3 JobNote category match
Design / UX
Salary range $1,501–$2,697 $2.7K JobNote category · posted estimates
Jobs 1,305 1.3K Last 3 months
Applications per job 61.34 61.3 JobNote category match
Affiliate Manager
Salary range $1,134–$2,677 $2.7K JobNote category · posted estimates
Jobs 234 234 Last 3 months
Applications per job 18.67 18.7 JobNote category match
No Code
Salary range $1,528–$2,663 $2.7K JobNote category · posted estimates
Jobs 60 60 Last 3 months
Applications per job 21.43 21.4 JobNote category match
Manufacturing
Salary range $2,500–$2,635 $2.6K JobNote category · posted estimates
Jobs 152 152 Last 3 months
Applications per job 4 4 JobNote category match
IT Support
Salary range $1,785–$2,584 $2.6K JobNote category · posted estimates
Jobs 185 185 Last 3 months
Applications per job 3 3 JobNote category match
SEO
Salary range $1,206–$2,520 $2.5K JobNote category · posted estimates
Jobs 698 698 Last 3 months
Applications per job 15.42 15.4 JobNote category match
Product Designer
Salary range $0–$2,500 $2.5K JobNote category · posted estimates
Jobs 64 64 Last 3 months
Applications per job 163 163 JobNote category match
Quality assurance
Salary range $0–$2,500 $2.5K JobNote category · posted estimates
Jobs 392 392 Last 3 months
Applications per job 5 5 JobNote category match
Військова справа
Salary range $1,223–$2,494 $2.5K JobNote category · posted estimates
Jobs 660 660 Last 3 months
Applications per job 4.6 4.6 JobNote category match
PR Manager
Salary range $1,677–$2,403 $2.4K JobNote category · posted estimates
Jobs 64 64 Last 3 months
Applications per job 15.18 15.2 JobNote category match
UI/UX Designer
Salary range $596–$2,389 $2.4K JobNote category · posted estimates
Jobs 98 98 Last 3 months
Applications per job 64.67 64.7 JobNote category match
Project Manager
Salary range $1,322–$2,364 $2.4K JobNote category · posted estimates
Jobs 2,128 2.1K Last 3 months
Applications per job 53.52 53.5 JobNote category match
SysAdmin
Salary range $1,197–$2,325 $2.3K JobNote category · posted estimates
Jobs 814 814 Last 3 months
Applications per job 15.79 15.8 JobNote category match
Accounting
Salary range $1,718–$2,263 $2.3K JobNote category · posted estimates
Jobs 206 206 Last 3 months
Applications per job 6.16 6.2 JobNote category match
2D/3D Artist / Illustrator
Salary range $1,065–$2,225 $2.2K JobNote category · posted estimates
Jobs 497 497 Last 3 months
Applications per job 20.59 20.6 JobNote category match
Account Manager
Salary range $1,209–$2,190 $2.2K JobNote category · posted estimates
Jobs 541 541 Last 3 months
Applications per job 21.21 21.2 JobNote category match
Tester
Salary range $1,500–$2,150 $2.1K JobNote category · posted estimates
Jobs 146 146 Last 3 months
Applications per job 86.5 86.5 JobNote category match
Technical Writer
Salary range $1,158–$2,081 $2.1K JobNote category · posted estimates
Jobs 173 173 Last 3 months
Applications per job 12.48 12.5 JobNote category match
Level Designer
Salary range $1,499–$2,049 $2K JobNote category · posted estimates
Jobs 32 32 Last 3 months
Applications per job 1 1 JobNote category match
Operations Management
Salary range $0–$2,000 $2K JobNote category · posted estimates
Jobs 113 113 Last 3 months
Applications per job 7 7 JobNote category match
Supply Chain
Salary range $0–$2,000 $2K JobNote category · posted estimates
Jobs 165 165 Last 3 months
Applications per job 7 7 JobNote category match
HR / Recruiter
Salary range $1,175–$1,952 $2K JobNote category · posted estimates
Jobs 692 692 Last 3 months
Applications per job 32.34 32.3 JobNote category match
WordPress
Salary range $756–$1,803 $1.8K JobNote category · posted estimates
Jobs 51 51 Last 3 months
Applications per job 64.51 64.5 JobNote category match
Content Manager
Salary range $909–$1,797 $1.8K JobNote category · posted estimates
Jobs 360 360 Last 3 months
Applications per job 25.14 25.1 JobNote category match
Assistant
Salary range $1,181–$1,743 $1.7K JobNote category · posted estimates
Jobs 75 75 Last 3 months
Applications per job 0 0 JobNote category match
Legal
Salary range $1,207–$1,729 $1.7K JobNote category · posted estimates
Jobs 323 323 Last 3 months
Applications per job 3 3 JobNote category match
QA Manual
Salary range $854–$1,675 $1.7K JobNote category · posted estimates
Jobs 496 496 Last 3 months
Applications per job 101.4 101.4 JobNote category match
Video Editor
Salary range $862–$1,607 $1.6K JobNote category · posted estimates
Jobs 78 78 Last 3 months
Applications per job 22.74 22.7 JobNote category match
Рекрутер
Salary range $914–$1,591 $1.6K JobNote category · posted estimates
Jobs 43 43 Last 3 months
Applications per job 38.5 38.5 JobNote category match
Lead Generation
Salary range $685–$1,575 $1.6K JobNote category · posted estimates
Jobs 268 268 Last 3 months
Applications per job 17.95 17.9 JobNote category match
QA Engineer
Salary range $628–$1,570 $1.6K JobNote category · posted estimates
Jobs 558 558 Last 3 months
Applications per job 64.5 64.5 JobNote category match
Support
Salary range $860–$1,504 $1.5K JobNote category · posted estimates
Jobs 1,280 1.3K Last 3 months
Applications per job 33.28 33.3 JobNote category match
Automation Engineer
Salary range $0–$1,500 $1.5K JobNote category · posted estimates
Jobs 186 186 Last 3 months
Applications per job 0 0 JobNote category match
Business Intelligence
Salary range $0–$1,500 $1.5K JobNote category · posted estimates
Jobs 150 150 Last 3 months
Applications per job 0 0 JobNote category match
Support Engineer
Salary range $0–$1,500 $1.5K JobNote category · posted estimates
Jobs 46 46 Last 3 months
Applications per job 0 0 JobNote category match
Office Manager
Salary range $1,113–$1,340 $1.3K JobNote category · posted estimates
Jobs 110 110 Last 3 months
Applications per job 5.5 5.5 JobNote category match
Database Administrator
Salary range $770–$1,250 $1.2K JobNote category · posted estimates
Jobs 94 94 Last 3 months
Applications per job 0 0 JobNote category match
Software Testing
Salary range $628–$1,140 $1.1K JobNote category · posted estimates
Jobs 120 120 Last 3 months
Applications per job 1 1 JobNote category match
Customer Support
Salary range $650–$775 $775 JobNote category · posted estimates
Jobs 167 167 Last 3 months
Applications per job 49 49 JobNote category match
Technical Support
Salary range $500–$600 $600 JobNote category · posted estimates
Jobs 154 154 Last 3 months
Applications per job 49 49 JobNote category match
Human resources
Salary range $0–$500 $500 JobNote category · posted estimates
Jobs 134 134 Last 3 months
Applications per job 65 65 JobNote category match

AI-assisted summaries of published DOU and Djinni analytics. Each report links its sources.