✦ 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 ago

Lead 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.

Candidates scored
5
Shortlisted
1
Strong fit
1
Avg score
69/100
Sorted by score ↓
All (5)Strong (1)Shortlisted (1)
#1
88
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
Title alignment
28/30
Seniority match
23/25
Experience focus
19/20
Industry
13/15
Location
10/10
Skills match
AWSTerraformKubernetesMulti-regionSOC 2Python
Missing
GCP
#2
76
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
Title alignment
22/30
Seniority match
19/25
Experience focus
17/20
Industry
9/15
Location
9/10
Skills match
AWSTerraformKubernetesSOC 2
Missing
Multi-regionArchitecture leadership
#3
72
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
Title alignment
21/30
Seniority match
21/25
Experience focus
16/20
Industry
11/15
Location
3/10
Skills match
AWSKubernetesTerraformPython
Missing
Multi-region at scaleArchitecture cross-team
#4
62
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
Title alignment
16/30
Seniority match
15/25
Experience focus
13/20
Industry
9/15
Location
9/10
Skills match
AWSSOC 2Compliance
Missing
TerraformKubernetesMulti-regionArchitecture leadership
#5
48
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
Title alignment
12/30
Seniority match
11/25
Experience focus
11/20
Industry
8/15
Location
6/10
Skills match
AWSTerraform
Missing
KubernetesMulti-regionSOC 2Architecture leadershipPython
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