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Reports / Organization Skills Inventory

Organization Skills Inventory

PDFReady
Generated Nov 29, 2025 at 4:08 AM
4.7 MB
Generated by Alex Chen
Report Period: Jan 1, 2024 - Nov 21, 2024

Skills Overview

345
Total Skills Tracked
Across all categories and departments
87
Languages
65
Cloud
54
Frontend
72
DevOps
45
Data Science
22
Databases

Department Comparison

DepartmentLanguagesCloudFrontendDevOpsData ScienceDatabases
Engineering85%45%78%38%32%72%
Infrastructure62%88%15%92%18%55%
Analytics90%52%42%25%85%68%
Product25%12%35%8%15%18%
0-30% (Low)
31-60% (Medium)
61-100% (High)

Proficiency Distribution

523
Total Employees Assessed
Expert
146 employees28%
Competent
235 employees45%
Learning
141 employees27%
146
235
141

Trending Skills

Machine Learning

Data Science
67
+52%

employees with skill

Kubernetes

DevOps
89
+45%

employees with skill

TypeScript

Languages
156
+38%

employees with skill

Docker

DevOps
167
+35%

employees with skill

AWS

Cloud
134
+28%

employees with skill

React

Frontend
142
+22%

employees with skill

Coverage Heatmap

Skills Coverage
0-30%
31-60%
61-100%
DepartmentLanguagesFrontendBackendCloudDevOpsSecurity
Engineering
85%120
78%95
82%110
45%62
38%48
52%68
Infrastructure
62%28
15%8
55%25
88%42
92%45
75%35
Analytics
90%45
42%18
48%22
52%24
25%12
38%18
Product
25%8
35%12
18%6
12%4
8%3
22%7

Recommendations

Based on the skills coverage analysis, the following training priorities have been identified to address gaps below 30% coverage.

DevOps Training for Product Team

Critical

Product department shows only 8% coverage in DevOps. Implement a foundational DevOps awareness program to improve cross-functional collaboration.

Department:Product
Category:DevOps
Current Coverage:8%

Cloud Skills for Product Team

Critical

With only 12% cloud coverage in Product, consider cloud fundamentals training to enable better product decisions around infrastructure.

Department:Product
Category:Cloud
Current Coverage:12%

Frontend Development for Infrastructure

High

Infrastructure team has 15% frontend coverage. Cross-training opportunities could improve internal tool development capabilities.

Department:Infrastructure
Category:Frontend
Current Coverage:15%

Data Science for Infrastructure

High

With only 18% Data Science coverage, Infrastructure could benefit from ML skills for AIOps and predictive maintenance.

Department:Infrastructure
Category:Data Science
Current Coverage:18%

DevOps Upskilling for Analytics

Medium

Analytics team shows 25% DevOps coverage. Improving CI/CD knowledge would accelerate ML model deployment pipelines.

Department:Analytics
Category:DevOps
Current Coverage:25%

Database Skills for Product

Medium

Product team has limited database knowledge (18%). Basic SQL training could improve data-driven decision making.

Department:Product
Category:Databases
Current Coverage:18%

Engineering Cloud Certification Program

Medium

Engineering shows 45% cloud coverage. A structured AWS/Azure certification program could significantly boost this number.

Department:Engineering
Category:Cloud
Current Coverage:45%