v1 Prototype
All engineers
SL

Sophie Liang

Business Intelligence·Data SWE·San Francisco, US

Manager: Gina Lee · shuang.liang@gomotive.com

0
out of 100
Limited Signal
Coverage incomplete — one or more data sources are missing. Composite score may understate activity.

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Missing·25%
00 PRsFlat
AI Tool Usage
Missing·25%
0$2/moFlat
Jira Engagement
Present·15%
13 issuesFlat
Drive Doc Creation
Missing·12%
00 drive pts+3%
Meeting Engagement
Present·10%
32 mtg refs+6%
Slack Collaboration
Missing·8%
00 msgsFlat
Confluence Contributions
Missing·5%
00 comments+6%
Glean Engagement
Present·0%
60132 assists · 4 searches+3%

Delivery Flow

6.7d
Cycle Time
1.5/wk
Deploy Freq
2d
PR → Production
11%
Change Fail Rate

Quality Outcomes

2%
Reopen Rate
5.5%
Defect Leakage
0.1/mo
Incident Rate
$2/mo
AI Spend
Model
v1.2-2026-05
Role
Data SWE
Window
90 days
Score eligible
Yes