Certification guides
Map certifications to salary and career signals.
See which BLS occupations align with common IT, cloud, security, networking, project, and data certifications.
Associate
AWS Certified Solutions Architect - Associate
Architecture-focused AWS certification mapped to software architecture and network design labor-market proxies.
$75,990 - $208,620
Associate
AWS Certified SysOps Administrator
AWS operations certification mapped to cloud administration and workload operations roles.
$57,280 - $215,800
Professional
AWS Certified DevOps Engineer - Professional
DevOps certification mapped to software delivery, infrastructure automation, and cloud operations roles.
$77,310 - $215,800
Associate
Microsoft Azure Administrator
Azure administration certification mapped to cloud operations, identity, storage, compute, and networking work.
$57,280 - $215,800
Experienced
CISSP
Senior cybersecurity certification mapped to security analysis, risk, operations, and security architecture roles.
$69,000 - $190,340
Entry to Mid
CompTIA Security+
Foundational cybersecurity certification mapped to security analyst and SOC readiness.
$69,000 - $190,340
Mid
Certified Ethical Hacker (CEH)
Ethical hacking certification mapped to security analyst and vulnerability assessment work.
$69,000 - $190,340
Entry to Mid
CCNA
Cisco networking certification mapped to administration, routing, switching, and network design career paths.
$57,280 - $198,750
Mid to Senior
CCNP
Professional Cisco networking certification mapped to senior network administration and architecture paths.
$57,280 - $198,750
Entry
CompTIA A+
Foundational IT support certification mapped to help desk, desktop support, and user support roles.
$37,610 - $100,530
Entry to Mid
CompTIA Network+
Networking foundation certification mapped to support and network administration roles.
$37,610 - $148,710
Experienced
PMP
Project management certification mapped to technology leadership and IT project/program management roles.
$101,590 - $239,200
Entry to Mid
Google Data Analytics Professional Certificate
Analytics certificate mapped to data science and analytics career paths.
$62,680 - $178,240
Entry to Mid
Tableau Certification
Business intelligence certification mapped to analytics and data storytelling roles.
$62,680 - $178,240
Mid
Oracle Database Certification
Database certification mapped to database administration, architecture, and reliability roles.
$64,130 - $171,820
Mid
MongoDB DBA Certification
NoSQL database certification mapped to database administration and data platform architecture.
$64,130 - $171,820