v1 Prototype
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Pat Miller

Telematics·Backend SWE·Buffalo, US

Manager: John Choi · pat.miller@gomotive.com

94
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
225 PRs+12%
AI Tool Usage
Present·25%
18$80/mo9%
Jira Engagement
Present·15%
100309 issuesFlat
Drive Doc Creation
Present·12%
6687 drive pts+6%
Meeting Engagement
Present·10%
100143 mtg refs11%
Slack Collaboration
Missing·8%
00 msgsFlat
Confluence Contributions
Present·5%
10010 comments6%
Glean Engagement
N/A·0%
0no activity+6%

Delivery Flow

7.1d
Cycle Time
1.2/wk
Deploy Freq
2.5d
PR → Production
11%
Change Fail Rate

Quality Outcomes

11%
Reopen Rate
6.5%
Defect Leakage
0.1/mo
Incident Rate
$80/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes