✦ Sample report
Five résumés came in.
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A scored report instead of a stack of PDFs. Each candidate ranked, summarized, and broken out across the five dimensions our scoring engine uses. AI summaries are grounded in the résumé text — nothing invented.
Job posting
Senior Cloud Architect
Aspire Technology· Toronto, ON · HybridPosted 4d agoLead cloud architecture for a 200-engineer org running on AWS. 8+ yrs cloud experience required. Heavy Terraform, Kubernetes, multi-region. Comfortable working with security/compliance teams in a SOC 2 environment.
Sorted by score ↓All (5)Strong (1)Shortlisted (1) #188
Priya Ramanstrong✓ Shortlisted
Principal Cloud Engineer · Shopify · 11 yrs · Toronto, ON
AI evaluation
Eleven years of cloud architecture across two unicorns. Owned Shopify's multi-region Terraform footprint end-to-end and led the team's 2023 SOC 2 Type II controls. Direct match on every must-have including Kubernetes, multi-region, and security partnership.
Score breakdown
Skills match
✓ AWS✓ Terraform✓ Kubernetes✓ Multi-region✓ SOC 2✓ Python
Missing
✕ GCP
#276
Marcus O'Briengood
Senior DevOps Engineer · Wealthsimple · 9 yrs · Toronto, ON
AI evaluation
Strong cloud infrastructure background with leadership scope at fintech. Title is one rung below the role's bar — has architected systems but hasn't carried 'Architect' as a title. Solid Kubernetes and Terraform; SOC 2 experience present from a prior role.
Score breakdown
Skills match
✓ AWS✓ Terraform✓ Kubernetes✓ SOC 2
Missing
✕ Multi-region✕ Architecture leadership
#372
Yuki Tanakagood
Staff Software Engineer, Platform · Notion · 8 yrs · Vancouver, BC (open to relocation)
AI evaluation
Platform-staff IC with deep AWS and Kubernetes practice but coming from a team-of-eight context, not the 200-engineer org this role requires. Multi-region experience is recent and limited. Strong technical foundation; would need ramp time on the org-scale dynamics.
Score breakdown
Skills match
✓ AWS✓ Kubernetes✓ Terraform✓ Python
Missing
✕ Multi-region at scale✕ Architecture cross-team
#462
David Chenfair
Senior Software Engineer · TD Bank · 7 yrs · Toronto, ON
AI evaluation
Strong financial-services compliance and cloud security background, but title and scope are below the bar. Deep on AWS and on regulatory environments — but the role asks for someone who has owned cloud architecture, not contributed to it. Could be a stretch hire.
Score breakdown
Skills match
✓ AWS✓ SOC 2✓ Compliance
Missing
✕ Terraform✕ Kubernetes✕ Multi-region✕ Architecture leadership
#548
Alex Morganweak
DevOps Engineer · MidSize SaaS · 5 yrs · Calgary, AB
AI evaluation
Five years of DevOps experience with single-region AWS and basic Terraform. Significant gap on seniority, scope, and the multi-region + SOC 2 requirements. Worth keeping for a more junior cloud role if one opens, but not a fit for this posting.
Score breakdown
Skills match
✓ AWS✓ Terraform
Missing
✕ Kubernetes✕ Multi-region✕ SOC 2✕ Architecture leadership✕ Python
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