observed market
Security jobs and hiring requirements
Application security, security operations, and risk engineering. Counts are derived from employer-published vacancies; current roles use a 30-day observation window and older still-published listings are shown separately.
What this role market shows
Freshness
40%
of still-published listings are in the current observation window
Most visible technology
AI
174 current vacancy mentions
Leading location
United States
142 current role mentions
Evidence mix
Top technologies by requirement tier
Counts are mentions in current vacancies. One vacancy may mention several technologies.
Requirement evidence
Technologies employers ask for in Security
AI
174 current roles
Cloud
145 current roles
Cybersecurity
106 current roles
Python
82 current roles
Scalability
79 current roles
Automation
73 current roles
AWS
70 current roles
Cloud Security
52 current roles
Machine Learning
52 current roles
GCP
46 current roles
Azure
40 current roles
C++
40 current roles
Current market
Latest current vacancies
AI Security Specialist
Deel · Israel
Cyber Security Engineering Tech Lead
Tipalti · Tel Aviv District, Israel
Senior Software Engineer - Security Platform
Cloudflare · Remote
Director, Operational Technology Security
Google · New York, NY, United States; Atlanta, GA, United States; Sunnyvale, CA, United States
Senior Security Detection Engineer
GitLab · Remote — United States
Security / Policy Engineer (with Cedar)
Intellias · Intellias
Senior Software Engineer - Security Integrations - Prompt Engineering
Elastic · Spain
Threat Research Analyst
Sigma Software · Europe, Albania, Poland, Romania, Ukraine
Senior Cyber Security Analyst
Sigma Software · Europe, Latin America
Principal Software Engineer (Java) - Security - Elasticsearch
Elastic · United Kingdom
Work formats
Seniority
Evidence route
How this role market is assembled
Employer-published vacancies are classified by specialty. Current demand is kept apart from older still-published listings; employer, technology and location views come from that same cached role snapshot.

Illustrative process diagram. The charts above show the actual counts for Security.
Still published by employers
Long-running source-active roles
These listings remain on their publishers’ career sites but are older than the current-market window. They remain discoverable without inflating fresh-demand totals.
Cybersecurity Product Positioning & Technical Learning Expert
Check Point Software Technologies · Tel Aviv-Yafo, Tel Aviv District, Israel
Software Engineering Manager, Cloud and Third-Party Platform Security
Google · Singapore
Sr. Forward Deployed Engineer (FDE) - Public Sector/National Security
Databricks · Washington, D.C., USA
Principal Security TPM, AGS Security Engineering
Amazon · New York, New York, United States
Principal Product Marketing Manager for AI and Cloud Network Security
Palo Alto Networks · Santa Clara, CA, United States
SLP Cluster Manager, INTL, Worldwide Operations Security (WWOS)
Amazon · Tosu-shi, Saga, Japan
Graph-linked family