Define role profile and prioritize the tech stack
Advertised gross salary ranges in the analysis: the median the average (sample size: 16); present salary information as advertised gross salaries.
Prioritize technologies visible in the ads: Python (36 mentions), Linux (21), SIEM (20), Terraform (19) and include them in requirements.
Clearly state working model: Onsite 56.5% and Hybrid 41.5% share in the analysis; Full remote is only 2%.