connectin amsterdam 2014 - beter beslissen met data - booking.com & netwerven

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It’s a capital mistake to theorize before one has data Danielle van Alewijn | June 2 nd , 2014

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Hoe kan je data gebruiken om beter te beslissen? Booking.com werkt samen met Netwerven en vertelt hoe je met data je beslissingsproces kan verbeteren.Think big, act small.

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Page 1: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

It’s a capital mistake to theorize before one has data

Danielle van Alewijn | June 2nd , 2014

Page 2: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Hi, I’m Danielle

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Page 3: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

And this is Booking.com

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WE TAKE SMALL STEPS

Go for one step at a time. That way, it’s easier to find your footing again if

you take a wrong turn. It’s also worth remembering that it takes many small steps to cover

a lot of ground

Page 4: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

And this is Booking.com

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WE ARE DATA DRIVEN

You can’t get around the facts. Base decisions on hard evidence. Facts and figures are your friend.

Page 5: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

And this is Booking.com

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WE ARE SCALABLE

As a global company, new ideas have to work globally as well as locally.

If something is adopted in Amsterdam it also has to be useful in Jeddah, Kuta, Zagreb

and everywhere in between.

Page 6: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

And this is Booking.com

6

WE DON’T RELY ON GUESSWORK

What works better, idea A of B? To move forward and innovate, we constantly

test progress. It’s the best way to find out What is the most effective

Page 7: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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And this is Booking.com

WE ARE INTO INDEPENDANCE

With so much expertise on hand, why look further? That means insourcing where others may outsource.

It’s the best way to guarantee quality.

Page 8: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

And this was Booking.com recruitment…

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Page 9: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Think big, act small, learn fast!

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Page 10: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Think big: best spannend

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Conversie

Taleo

EVP

Sourcin

g

Assessment

Referral

recruitmen

t

Red

carpet

XML

High

volume Data

Glocal

Media

Mobile

Intern

Extern

Page 11: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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DONE

is better than PERFECT

Page 12: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Act small: overzichtelijk

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Conversie

Taleo

EVP

Sourcin

g

Assessment

Referral

recruitmen

t

Red

carpet

XML

High

volume Data

Glocal

Media

Mobile

Intern

Extern

Page 13: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

The most important one?

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Page 14: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

So we can track applicants Start analyzing them & learn

to design a better process

Data

We needed a simple process

Page 15: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

How to start this?

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Minimum viable product:

goed, gebruiksvriendelijk, eenvoudig, snel te ontwikkelen

Duur product met

lange ontwikkeltijd Slecht product dat

niemand wil gebruiken

A simple, bare bone site Homepage, department, search job, job detail

Apply

Page 16: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Designed and built in 8 weeks…

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Page 17: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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DATA

We are driven by

HUNCHES rather then by

Page 18: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Conversion funnel

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Page 19: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Conversions per vacancy

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Page 20: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Conversions per source

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Page 21: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Conversions per country

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Page 22: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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Dashboard per recruiter

Accept minor errors

Measure everything

Learn and adapt quickly

Page 23: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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It is a capital mistake to

THEORIZE before one has

DATA

Page 24: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

MVP - % completed applications

24

24

Completed 38%

Not completed 62%

Page 25: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Next sprint: Taleo XML

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+25,4%

conversie

Page 26: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

1% rule?

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Page 27: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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Yes, we are painting the world blue Use 38 different browsers

Speak 192 languages Own 844 different mobile devices

Which have 1.253 screen sizes Worst of all, it changes daily

No time to make it perfect for everybody

Page 28: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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DONE

is better than PERFECT

Page 29: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Online time span?

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Bedraagt ongeveer 8 seconden

Is daarmee korter dan die van een goudvis

Page 30: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Site speed is crucial

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Meer laadtijd = minder ‘overtuigingstijd’

Gaat om milliseconden

Page 31: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Applicant journey

AWARENESS

MERK

CONSIDERATION

WERK

INTENT

VACATURE

DECISION

SOLLICITATIE

INFLUENTIAL

AMBASSADEUR

Paid Media

Owned Media

Earned Media

Jobboards, SEA,

Social Ads, TV,

Radio, Print

Website, e-mail,

content, social

platforms

SEO, social, referrals & RSS

Vacature alerts

ONDERSTEUNENDE CONVERSIES | KANALEN

LAATSTE CONVERSIE | KANALEN

Page 32: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Explanatory sources

32

Booking.com 33%

Direct 23%

Google 15%

LinkedIn 14%

Facebook 11%

Twitter 2%

Monster 2%

AWARENESS

MERK

CONSIDERATION

WERK

INTENT

VACATURE

DECISION

SOLLICITATIE

INFLUENTIAL

AMBASSADEUR

ONDERSTEUNENDE CONVERSIES | KANALEN

LAATSTE CONVERSIE | KANALEN

Page 33: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Exploratory sources

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Booking.com 41%

Google 16%

Direct 14%

Indeed 10%

LinkedIn 9%

Facebook 5%

Twitter 3%

Dribble 1%

Stepstone 1%

Glassdoor 0%

Monster 0%

AWARENESS

MERK

CONSIDERATION

WERK

INTENT

VACATURE

DECISION

SOLLICITATIE

INFLUENTIAL

AMBASSADEUR

ONDERSTEUNENDE CONVERSIES | KANALEN

LAATSTE CONVERSIE | KANALEN

Page 34: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

Converting sources

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LinkedIn 23%

Booking.com 19%

Direct 14%

Google 12%

Indeed 11%

Refurls 6%

Monster 5%

Facebook 5%

Twitter 2%

Glassdoor 2%

Stepstone 1%

Stackoverflow 0%

Dribbble 0%

AWARENESS

MERK

CONSIDERATION

WERK

INTENT

VACATURE

DECISION

SOLLICITATIE

INFLUENTIAL

AMBASSADEUR

ONDERSTEUNENDE CONVERSIES | KANALEN

LAATSTE CONVERSIE | KANALEN

Page 35: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

AWARENESS

MERK

CONSIDERATION

WERK

INTENT

VACATURE

DECISION

SOLLICITATIE

INFLUENTIAL

AMBASSADEUR

ONDERSTEUNENDE CONVERSIES | KANALEN

LAATSTE CONVERSIE | KANALEN

Influential sources

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Email 73%

Facebook 16%

URL 10%

LinkedIn 1%

Google+ 0%

Page 36: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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All things related to Working at Booking.com

happen at workingatbooking.com

Page 37: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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Internal vacancies

Page 38: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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Referral recruitment

Page 39: ConnectIn Amsterdam 2014 - Beter beslissen met data - Booking.com & Netwerven

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Relocation information