JD Search Strategy Tool
Turn a messy JD into search lanes, target titles, must-have signals, HM calibration questions, and a downloadable source pack.
Search lanes
• Direct fit: DevSecOps Engineer + Kubernetes, Terraform, Docker, CI/CD, AWS GovCloud
• Adjacent title lane: broaden into Platform, Cloud, Systems, SRE, and domain-adjacent titles
• Evidence lane: search GitHub, Stack Overflow, OpenAlex, or registry sources for proof signals
• Donor company lane: target companies likely to produce this talent
• Rediscovery lane: search old ATS/CRM notes for overlapping evidence
HM calibration questions
• Which requirements are truly must-have?
• What evidence would make you confident enough for a screen?
• Which titles have produced good hires before?
• What should loosen first if the pool is too small?
• Which companies are positive or negative donor signals?