v1 Prototype
All engineers
IS

Ian Smith

Vehicle and Telematics·Backend SWE·Saint Paul, US

Manager: Albert Choi · ian@gomotive.com

72
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6515 PRs+15%
AI Tool Usage
Present·25%
1$3/mo4%
Jira Engagement
Present·15%
3282 issuesFlat
Drive Doc Creation
Present·12%
1216 drive pts2%
Meeting Engagement
Present·10%
3830 mtg refs4%
Slack Collaboration
Present·8%
990 msgs+3%
Confluence Contributions
Present·5%
202 comments+3%
Glean Engagement
Present·0%
22 assists7%

Delivery Flow

3.8d
Cycle Time
3.5/wk
Deploy Freq
3.4d
PR → Production
15%
Change Fail Rate

Quality Outcomes

6%
Reopen Rate
1.5%
Defect Leakage
0.5/mo
Incident Rate
$3/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes