Bellevue, WA · Open to Opportunities

Mian Qin

Engineering Manager· Ads, Commerce & Monetization

8 years at Meta leading ads monetization and commerce teams across Facebook's largest revenue surfaces. Track record of founding new product areas, navigating strategic pivots, and converting team strategy into Director-level wins.

8yrsat Meta
14engTeam scaled to
5EMroles held
86%AI-assisted diff rate
Ads MonetizationCommerceAI-First TransformationExperiment DesignOrg Design
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8 Years at MetaAds MonetizationLive CommerceAI-First Transformation86% Agent-Assisted Diff RateWatch MonetizationeCommerce AdsExperiment Design0 → 14 EngineersDirector-Level StrategyH.E.R.O. AwardLive Shopping PatentOrg DesignSearch AdsSocial CommerceDistributed Systems8 Years at MetaAds MonetizationLive CommerceAI-First Transformation86% Agent-Assisted Diff RateWatch MonetizationeCommerce AdsExperiment Design0 → 14 EngineersDirector-Level StrategyH.E.R.O. AwardLive Shopping PatentOrg DesignSearch AdsSocial CommerceDistributed Systems
01 / About

Engineering leader who turns strategy into Director-level wins

With 8 years at Meta and prior Staff and Senior engineering roles at Mixpanel and Microsoft, I bring deep expertise in ads systems, experiment-driven development, and organizational design. I specialize in founding new product areas, navigating strategic pivots without losing momentum, and driving AI-first engineering transformation at the team level.

Five EM/TL roles spanning live commerce, video monetization, search ads, and e-commerce ads — scaling teams from 0 to 14 engineers and delivering consistently above ambitious revenue targets.

Meta· Engineering Manager
2018 – Present
Mixpanel· Staff Software Engineer
2017 – 2018
Microsoft· Senior SDE
2009 – 2017
Engineering leadership visualization
Revenue Impact
Delivered consistently above-target EBR and iRev across every role — from 51% above Watch Monetization goal to doubling FMRE's 2-year iRev headroom.
🧠
AI-First Leadership
Championed team-wide AI transformation: 86% agent-assisted diff rate, 12+ shipped hackathon projects, authored production Claude skills.
🏗️
Org Builder
Founded and scaled teams from 0 to 14 engineers across Live Shopping, Watch Monetization, and FMRE. Designed operating models adopted by sister teams.
🎯
Strategic Pivots
Navigated multiple org-wide headwinds without losing momentum — identified 15 new projects in late September to close a pipeline gap after a major strategy pivot.
02 / Experience

8 Years of Impact at Scale

From founding teams to driving Director-level strategy — every role built on the last.

  • Doubled team's 2-year iRev headroom 0.073% → 0.149%

  • Drove Director-level resource strategy closing a 0.024% iRev shortfall from 22% to 0–11% without backfill dependency; framed as 3-option quantitative tradeoff

  • Championed AI-first team transformation: led AI Transformation Week, drove team to 86% agent-assisted diff rate

  • Shipped 12+ hackathon projects and authored production Claude skills; sponsored FMRE Hive Mind shared context repository

  • Redesigned operating model and co-founded Shop Everything v-team: split single all-hands into 3 purpose-built meetings; established 3-track, 35+ project XFN program

  • Managed 3 promotion candidates (2× E4→E5, 1× E3→E4); Manager Rating 94–97%

  • Delivered 20.18% EBR Marketplace + 20.27% EBR Search

  • 17.5% true gain excluding 4.5% supply contribution — exceeded 2× the Perf MA goal

  • Pivoted team off Supply North Star strategy under FB-wide engagement recovery headwind; identified 15 new projects in late September that closed the resulting pipeline gap

  • Introduced ROI-based prioritization framework and proposed GenAI for ads (comment summarization as Marketplace trust signal) predating broader GenAI push

03 / Impact

Numbers that speak for themselves

Consistent above-target delivery across every role, every year.

0%
Above EBR Target
Watch Monetization — 4.99% vs 3.3% goal
0%
AI-Assisted Diff Rate
FMRE team AI transformation initiative
0
Engineers Scaled To
From 0 across multiple team builds
Perf MA Goal Exceeded
Search & Marketplace Ads EBR delivery
0+
XFN Projects Managed
FMRE 3-track program across Collections, PDP, Infra
0%
Intent to Stay
Manager Rating 94–97%, Attrition <10%
🏆
H.E.R.O. Award
Inaugural recipient of Meta's H.E.R.O. award — first in the org
📄
Patent Filed
Live Shopping in Reels — P205500DPUB00
🤖
AI Pioneer
Proposed GenAI for ads predating broader Meta GenAI push
🎓
Talent Builder
Ranked #1 interviewer and #1 outreacher in the broader org
04 / Skills

Core Competencies

A rare combination of people leadership, deep technical domain expertise, and AI-first innovation.

👥

Leadership

Team Building (0→14 Engineers)Cross-functional Program MgmtRoadmap StrategyPerformance ManagementCalibration & PromotionRecruiting & MentoringOrganizational DesignOperating Model TransformationWar-Room Execution
⚙️

Technical & Domain

Ads Systems & MonetizationExperiment Design (A/B, iRev/EBR)Ranking & Recommendation SystemsML Model IntegrationImmersive Video AdsE-Commerce & Live CommerceSocial CommerceAd Format OptimizationPDP / DLP / Native CommerceMobile (iOS/Android)Hack/PHP · ReactDistributed Systems
🤖

AI & Innovation

Agentic Coding WorkflowsClaude Code & MyClawTeam Context EngineeringClaude Skills AuthoringManus Team DashboardsAI Adoption StrategyOrg-Level AI RolloutHackathon Leadership
🎓
The Hong Kong University of Science and Technology
M.S., Computer Science and Engineering · 2006 – 2008
Wireless sensor network research · Software engineering static analysis and symbolic execution · Teaching Assistant
M.S. CS&E
05 / Contact

Let's build something exceptional

Whether you're a recruiter with a compelling opportunity, a founder looking for an engineering partner, or a peer interested in collaborating — I'd love to connect.

📍Bellevue, WA
💼Open to Opportunities
🔗linkedin.com/in/mian-qin-878bb12b