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Growth
Engineering.
EARLY LATE
AdamBurmister

WebEngineer,SanFrancisco
AdamBurmister

WebEngineer,SanFrancisco
EARLY LATE
Thenextbillion.
10.
9
X,000,000,0001
X,000,000,0002
Monthlyactiveusers
WeknewweweregoingtobeatMySpacewhen
wehad45millionusers.Theyhad115million.We
justknew…
Afterallthetesting,alltheiterating,allofthis
stuff,youknowwhatthesinglebiggestthingwe
realized?Getanyindividualtosevenfriendsin10
days.Thatwasit.
ChamathPalihapitiya, SocialCapital
“
100,000,000,000
PinsonPinterest
817,000,000,000
Apple’smarketcap
Get Your Free Email at Hotmail
Controlgroup Treatmentgroup
Sign in with Facebook
Sign in with Facebook
Feeling lazy?
Controlgroup Treatmentgroup
+20% click-thru
Source: Chargify
Whatis
growth
eng?
Rebuildingtheaircraft
whilstinflight
“
Growthis
rocketfuel 🚀
Time
Growth
gains
ThingsI’velearned
aboutGrowth
Engineering
It’sauniquediscipline.
(I’mnotevensure
“engineering”istheright
labelforit)
GrowthEngineering
GROWTH ENGINEERINGMarketing
Engineering
Data Analyst
GrowthEngineering
It’sauniquediscipline.
Experiment
engineering.
Whatworksforothers
won’tworkforyou.
GrowthEngineering
It’sdatascience.
•Learnstatistics

•Experimentdesign
•Goodsegmentation
GrowthEngineering
Youmakewhatyou
measure.
Adam’saxioms:#1
Marketing/sales.
Yourlifeisaboutgains:
newusers,revenue,
marketshare.
GrowthEngineering
Peoplewant
1/4inchholes,
not1/4inchdrillbits.
Adam’saxioms:#2
Design/psychology
Onlybyunderstanding
yourusercanyoubuild
therightproductto
satisfytheirgoals.
GrowthEngineering
Aninchwide,
andamiledeep.
Adam’saxioms:#3
The way to succeed in a startup is not to be an expert on
startups, but to be an expert on your users and the problem
you’re solving for them.
– Paul Graham
“
Quickfuninterlude…
Engineering:
Shipsmallpieces.
Lookforsignal.
Iteratequickly.
Dounscalablework.
GrowthEngineering
Perfectistheenemyof
done.
Iterate!Iterate!Iterate!
Adam’saxioms:#4
GrowthEngineering
Retention
Engagement
Conversion
Acquisition
Let’svote:
GrowthorRetention
Howto
make
growth
bets…
Step1:Ideation
•Businessstakeholders

•Engineers,designers
•Customersupport
Makingbets
•Qualitative

•Quantitative
•Intuition
Makingbets
Step2:
Makebigandsmallbets.
DefineanMVE
Makingbets
Step3:Focusonuser
•Builduserempathy
•”1/4inchholes”
Makingbets
Problem Product Marketing
Theproductperson.
Makingbets
Usermentalmodel Product
Thegrowthapproach.
Makingbets
Makingbets
Step4:
Flywheel
effects
Step5:
Chooseyourcustomers
(Firethebadones)
Makingbets
Step6:
Createaspreadsheet
ofyourbets…
Makingbets
1.
2.
3.
Assigncosts
PredictROI
Stackrank
Makingbets
Step7:
Writeexperimentdocs.
•Hypothesis
•Definesuccessmetrics
•Control/treatmentgroups
Makingbets
Next:
Runandmonitoryour
experiments.
Makingbets
⅔
Makingbets
Builda
growth
machine
https://blog.ycombinator.com/growth-guide2017/
Whenshouldyouhirea
growthteam?
•Early(compoundingreturns)
•15+engineers
•Tiger-team
BuildingaGrowthteam
Yourfirsthires…
BuildingaGrowthteam
ProjectManager
•Hustler(notBigCo)

•Ex-founder

•Datafocused
•PMexperience
Hiring
Engineers
•Hustler

•Fullstackhacker

•Communicator
Hiring
DataScientist
•Experimentdriven

•Coder

•Communicator
Hiring
Alright,you’vehireda
team…nowwhat?
🚀
BuildingaGrowthteam
Identifypotentialgrowth
channels
•In-product
•Out-of-product

•Whoareyourbestusers,

wheredotheyhangout?
Year1
Toolup
•Cleandataset

•Dataanalysis
•Experimentdashboard
•Areviewprocesses
Year1
Tools
Tools
Establishuserresearch
•Bewareofechochambers

•Talktocustomers

•Findexpansion
Year1
Expectchange!
You’llconstantlybelearning,
iterating,improvingyour
toolsandprocesses
Finally…
Nowgo
iterate!
Questions?
Appendix
AnAWSreferencelog
analyticsarchitecture.
https://d0.awsstatic.com/Projects/P4113850/aws-projects_build-log-analytics-solution-on-aws.pdf
MA2017 | Adam Burmister | Designing for the next billion
MA2017 | Adam Burmister | Designing for the next billion

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MA2017 | Adam Burmister | Designing for the next billion