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STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG
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STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

May 24, 2020

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Page 1: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

STATE OF DATA AT BUDAPEST30MIN

2017-11-30

VDSG

Page 2: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Budapest

population 1.7 M

14th biggest city in Europe

Page 3: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,
Page 4: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,
Page 5: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Budapest

population 1.7 M

14th biggest city in Europe

Page 6: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Conferences

CRUNCHConferencesTop Data conferences in

EuropeVenue: Old Train station

BI ForumData ForumOldest Data conferences

Big Data UniverseFree 1-day conference

Page 7: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Meetups

Conferences

Let’s see the numbers

Page 8: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Universities

Education

Page 9: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Private companies in education

Education

Page 10: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Technology focused courses

Education

BI Akademia

Page 11: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The people

The people

What type of data jobs?

Page 12: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The people

The people

Data scientists 5%

Data Engineers25%

Data Analysts60-70%

Page 13: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The people

The people

Page 14: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The people

The people

Page 15: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The people

The people

Page 16: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The companies

Companies1. Data startups

2. Development centers

3. Big companies with Data teams

4. Hungarian Enterprises

5. Consultancies

Page 17: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Cloudera

● Market leader Hadoop distribution● Now development:

Spark KafkaZookeeperHDFSYARN (next year) Oozie, Solr, Sqoop, Flume, Crunch, MapReduce, Hive, Zookeeper, Impala, KuduFormats: Avro, Parquet

Development Centers

Page 18: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Hortonworks

● 100% Open source

● Budapest: Cloudbreak, Ambari, HDP

● Cutting edge technology (go/scala)

● Regional center

Development Centers

Page 19: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Rapidminer

● One of the market leader data science platforms

Development Centers

Page 20: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Rapidminer

Development Centers

Page 21: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Rapidminer

Development Centers

Page 22: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Rapidminer

● One of the market leader data science platforms

● Big data competence in Budapest

● 50% of total development

Development Centers

Page 23: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Neticle

● Online media analytics

● NLP, sentiment analysis

● Fully transparent company (even salaries)

● Academic researches due to unique datasets

Data startups

Page 24: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Enbritely

● Online advertisement analytics

● Fraud detection, Brand safety, ReportingData startups

Page 25: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

AI Motive

Data startups

Page 27: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Whitepages

● Data aggregation

● Moving to ML

● Transaction fraud detection

● Multiple development teams at Budapest

CompaniesDevelopment Centers

Page 28: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Telenor

● On of the biggest telecommunication

companies

● Agile data teams

● Real time analytics

● User experience focused analytics

● Examples: Tower placement, bandwidth

problems

Hungarian enterprises

Page 29: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Prezi

● THE Hungarian startup(Skype of Hungary)

● Enormous impact on the community/entrepreneurship

● Conferences, meetup culture kickoff

● Currently over 300 employees

● Budapest / San Francisco / Riga

Startup

Page 30: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

IBM Labs

● IBM Budapest Labs

● Watson Cloud capabilities

● Research Teams

● R&D Neural networks

Big companies with Data teams

Page 31: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Balabit

● IT Security

● Known for: syslog-ng

● Behaviour analysis (Account analytics)

● ML/Big Data use-case

Startup

Page 32: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Other companies

Companies

Page 33: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Competitions

Global Energy Forecasting Competition

Netflix Prize

Competitions

Genentech Cervical Cancer Screening Challenge

Prudential Life Insurance Assessment Competition

GE Flight Quest

Page 34: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The future

● R-Ladies, Django girls

● Digital transformation everywhere

● More trainings/education

● More Near shore companies and data startups

● ML revolution

The future

Page 35: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

The challenges

● Labour shortage

● Business - tech communication

● Discovering use-cases

● Deep data hype

● Social consequences of AI/automation

The future

Page 36: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

Instructors

GET IN TOUCH

About Datapao

Zoltan Toth Mate Gulyas

- CTO of Enbrite.ly, - Guest Lecturer at BUTE- Chief Architect at Dmlab

[email protected] [email protected]

- Senior Spark Instructor at Databricks- Visiting Professor at CEU - Senior Engineer at RapidMiner- Engineering Manager at Prezi.com

Datapao is training company with years of experience combined with deep engineering knowledge and the ability to make even the most challenging problems easy to understand. We are experts in:

[email protected]+36 30 291 3599

● Big Data technologies (Hadoop, Storm, Kafka, HDFS)● Apache Spark

● Cloud technologies (AWS)● Designing and implementing data processing

platforms

Experience

Page 37: STATE OF DATA AT BUDAPEST · 2018-01-20 · STATE OF DATA AT BUDAPEST 30MIN 2017-11-30 VDSG. Budapest population 1.7 M 14th biggest city in Europe. Budapest ... - CTO of Enbrite.ly,

THANK YOU!

@datapao

datapao.com