state of data at budapest · 2018-01-20 · state of data at budapest 30min 2017-11-30 vdsg....
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STATE OF DATA AT BUDAPEST30MIN
2017-11-30
VDSG
Budapest
population 1.7 M
14th biggest city in Europe
Budapest
population 1.7 M
14th biggest city in Europe
Conferences
CRUNCHConferencesTop Data conferences in
EuropeVenue: Old Train station
BI ForumData ForumOldest Data conferences
Big Data UniverseFree 1-day conference
Meetups
Conferences
Let’s see the numbers
Universities
Education
Private companies in education
Education
Technology focused courses
Education
BI Akademia
The people
The people
What type of data jobs?
The people
The people
Data scientists 5%
Data Engineers25%
Data Analysts60-70%
The people
The people
The people
The people
The people
The people
The companies
Companies1. Data startups
2. Development centers
3. Big companies with Data teams
4. Hungarian Enterprises
5. Consultancies
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
Hortonworks
● 100% Open source
● Budapest: Cloudbreak, Ambari, HDP
● Cutting edge technology (go/scala)
● Regional center
Development Centers
Rapidminer
● One of the market leader data science platforms
Development Centers
Rapidminer
Development Centers
Rapidminer
Development Centers
Rapidminer
● One of the market leader data science platforms
● Big data competence in Budapest
● 50% of total development
Development Centers
Neticle
● Online media analytics
● NLP, sentiment analysis
● Fully transparent company (even salaries)
● Academic researches due to unique datasets
Data startups
Enbritely
● Online advertisement analytics
● Fraud detection, Brand safety, ReportingData startups
AI Motive
Data startups
Whitepages
● Data aggregation
● Moving to ML
● Transaction fraud detection
● Multiple development teams at Budapest
CompaniesDevelopment Centers
Telenor
● On of the biggest telecommunication
companies
● Agile data teams
● Real time analytics
● User experience focused analytics
● Examples: Tower placement, bandwidth
problems
Hungarian enterprises
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
IBM Labs
● IBM Budapest Labs
● Watson Cloud capabilities
● Research Teams
● R&D Neural networks
Big companies with Data teams
Balabit
● IT Security
● Known for: syslog-ng
● Behaviour analysis (Account analytics)
● ML/Big Data use-case
Startup
Other companies
Companies
Competitions
Global Energy Forecasting Competition
Netflix Prize
Competitions
Genentech Cervical Cancer Screening Challenge
Prudential Life Insurance Assessment Competition
GE Flight Quest
The future
● R-Ladies, Django girls
● Digital transformation everywhere
● More trainings/education
● More Near shore companies and data startups
● ML revolution
The future
The challenges
● Labour shortage
● Business - tech communication
● Discovering use-cases
● Deep data hype
● Social consequences of AI/automation
The future
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
THANK YOU!
@datapao
datapao.com