Cloud & DevOps · Skill guide
AWS is the highest-frequency cloud keyword in job postings, but JDs name individual services — resumes ranking well list EC2, Lambda, RDS, S3 and peers explicitly rather than the umbrella term alone, and certifications act as hard filters.
It appears in 23% of 2,367 engineering postings in our 15 August 2026 snapshot . Densest in DevOps Engineer (49%), Security Engineer (44%), and Cloud Engineer (34%) .
Job descriptions rarely ask for AWS alone — these co-terms appear in the same postings and are screened together. Cover the ones you've genuinely used.
Public ATS boards (Arbeitnow, Greenhouse, Ashby, Google Careers, Lever, RemoteOK, Remotive). Not LinkedIn or Indeed. Percentages are share of postings that already mention AWS.
A skill in a list is a claim; a skill in a bullet with an outcome is evidence. Patterns to adapt with your real numbers:
“Architected a serverless ingestion pipeline (Lambda, SQS, DynamoDB) processing 5M events/day at 40% lower cost than the EC2 design it replaced”
“Administered multi-account AWS (Organizations, IAM boundaries, VPC peering) supporting 30 engineers with least-privilege access”
Put "AWS" in your skills section in its exact form, then prove it in at least one experience bullet with context and an outcome — a skill that appears only in a list reads as padding to recruiters. AWS is the highest-frequency cloud keyword in job postings, but JDs name individual services — resumes ranking well list EC2, Lambda, RDS, S3 and peers explicitly rather than the umbrella term alone, and certifications act as hard filters.
Job descriptions that ask for AWS typically also screen for: Python, Kubernetes, GCP, Azure, CI/CD. Include the ones you've genuinely used — co-keyword coverage is how ATS ranking separates real practitioners from list-padders.
List it only if you could answer interview questions about it comfortably. A safer honest framing for light experience is grouping it under a "familiar with" tier, separate from your core skills — inflated skill claims surface fast in technical interviews.
Paste a job description that requires it — RoleTuner shows whether your resume surfaces AWS and its co-keywords the way an ATS reads them, free.