Infrastructure & DevOps

Is Your Database Administrator (DBA) Resume
Failing the ATS Scan?

Big Tech ATS filters reject most Database Administrator (DBA) resumes before a human ever reads them. We built the diagnostic rubric used by Google, Meta, and Amazon recruiters.

20%
Avg. Interview Rate
Impact > Keywords
72h
ATS Review Window

The Database Administrator (DBA) Hiring Rubric

Impact Density
35%

Quantified outcomes at scale — throughput, latency, cost savings, user count. Vague bullets like 'improved performance' score near zero. ATS parses for specific numbers attached to business outcomes.

Systems Thinking
25%

Evidence of architectural decisions, trade-off analysis, and cross-service ownership. Scans for verbs: 'designed', 'architected', 'led technical direction', 'defined standards'.

Technical Depth
25%

Stack-specific fluency beyond a technology list. Named frameworks, tools, and methodologies used in context — not just as skills bullets at the bottom of the page.

Collaboration Signal
15%

Cross-functional leadership, mentoring, and on-call accountability. Weighted more heavily at Staff+ levels. 'Partnered with' and 'unblocked' score higher than 'worked with'.

Top Keywords You're Likely Missing

query execution plan optimizationreplication topology designdatabase sharding strategyhigh availability (HA) failoverperformance baselining

Our analysis of 10,000+ Database Administrator (DBA) applications shows these are the most common gaps between rejected and shortlisted candidates at Big Tech companies.

Sample Audit Report

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