Position role profile and tech stack precisely
Align title and responsibilities with commonly listed technologies: Kubernetes, Terraform, Azure, plus Git/AWS.
Show advertised gross salary ranges and sample size when available in the ad.
Specify working model explicitly: Onsite (53.7 %) and Hybrid (43.9 %) are the dominant options in the analysis.