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Hiring trends
Jobs posted over time, sliced by level, work mode, tech and category.
Job map
A live heatmap of where tech roles are across the US and Canada.
Salary guide
Real pay ranges from postings, by level, tech, city and work mode.
Tech demand
Most in-demand skills, what is rising, and demand vs pay.
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About
By technology
Python
18.2k
AWS
12.9k
Kubernetes
9.2k
Docker
8.8k
C++
6k
PostgreSQL
5.8k
SQL
5.4k
TypeScript
4.8k
Java
4.1k
Linux
4k
By category
Backend Developer
11.3k
DevOps Engineer
3.4k
Machine Learning Engineer
3.2k
Full Stack Developer
3.2k
Data Engineer
2.7k
Embedded Engineer
2.2k
Frontend Developer
852
Mobile Developer
815
By city
🌉
San Francisco, CA
6.2k
🗽
New York, NY
5.6k
🌉
Bay Area
4.8k
☕
Seattle, WA
1.3k
🏛️
Washington, DC
1.2k
🍁
Toronto, ON
1.2k
🦞
Boston, MA
1k
🎸
Austin, TX
1k
🌴
Los Angeles, CA
809
🌭
Chicago, IL
765
Experience
Entry level
2.6k
Mid level
11.2k
Senior
18k
Staff+
6.6k
Eng management
926
Work mode
On-site
21.9k
Remote
10.1k
Hybrid
7.4k
Job type
Full-time
38k
Contract
593
Part-time
516
Freelance
214
internship
4
seasonal
1
Base salary
$100k+
$150k+
$180k+
$200k+
$250k+
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