The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Hortonworks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hortonworks over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Hortonworks.

Hortonworks
UK
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 774 800 957
Rank change year-on-year +26 +157  
Permanent jobs citing Hortonworks 100 133 27
As % of all permanent IT jobs advertised in the UK 0.11% 0.14% 0.024%
As % of the Vendors category 0.25% 0.31% 0.052%
Number of salaries quoted 80 85 16
Median salary £62,500 £62,500 £53,750
Median salary % change year-on-year - +16.27%  
90% offered a salary of more than £43,000 £52,500 £47,500
10% offered a salary of more than £85,500 £85,000 £140,000
UK excluding London median salary £56,000 £55,000 £50,000
% change year-on-year +1.81% +10.00%  

Hortonworks is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies.

Vendor Product & Service Skills
UK
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 39888 42968 51877
As % of all permanent IT job vacancies advertised in the UK 44.60% 44.26% 46.80%
Number of salaries quoted 31645 34980 41811
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £28,500 £28,000 £27,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hortonworks
Job Vacancy Trend

The job posting trend of jobs advertised citing Hortonworks as a proportion of all permanent or contract IT jobs with a match in the Vendors category.

Job vacancy trend for Hortonworks in the UK

Hortonworks
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hortonworks.

Salary trend for Hortonworks in the UK

Hortonworks
Salary Histogram

The salary distribution of IT jobs citing Hortonworks over the 3 months to 26 June 2017.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 26 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the UK over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +11 99 £62,500 -1.96% 16
London +31 74 £68,750 -5.17% 12
South East +59 15 £50,000 -9.09% 3
Surrey +35 12 £43,000 - 3
City of London +33 8 £62,500 -37.50% 2
East of England +5 4 £51,250 -2.38%
Colchester +3 3 £50,000 -4.76%
Essex -2 3 £50,000 -4.76%
West End of London - 3 £57,500 -
North West -36 2 £66,000 +175.00%
Guildford 0 1 £50,000 -
South West -11 1 £60,000 -
Manchester -34 1 £52,000 +116.66%
Cheshire - 1 £80,000 -
East Sussex - 1 £60,000 -
Wiltshire - 1 £60,000 -
East Midlands - 1 £60,000 -
Reigate - 1 £65,000 -
Staines - 1 - -
Swindon - 1 £60,000 -
Lincolnshire - 1 £60,000 -
Grimsby - 1 £60,000 -
Norwich - 1 £60,000 -
Chester - 1 £80,000 -
Brighton - 1 £60,000 -
Norfolk - 1 £60,000 -

For the 6 months to 26 June 2017, IT jobs citing Hortonworks also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Hortonworks.

1 143 (86.14%) Big Data
2 134 (80.72%) Hadoop
3 80 (48.19%) Analytics
4 77 (46.39%) Python
5 76 (45.78%) Apache Spark
6 72 (43.37%) Cloudera
7 65 (39.16%) Apache Hive
7 65 (39.16%) Java
8 57 (34.34%) MapR
9 53 (31.93%) Finance
10 51 (30.72%) SQL
11 50 (30.12%) Linux
11 50 (30.12%) HBase
11 50 (30.12%) HDFS
12 46 (27.71%) NoSQL
13 45 (27.11%) Business Intelligence
14 42 (25.30%) Kafka
15 40 (24.10%) Microsoft Azure
16 39 (23.49%) R
17 38 (22.89%) Visualisation
17 38 (22.89%) Agile Software Development
17 38 (22.89%) ETL
18 37 (22.29%) Amazon AWS
19 36 (21.69%) Apache
20 35 (21.08%) Open Source
20 35 (21.08%) Scala
21 33 (19.88%) Apache Pig
21 33 (19.88%) MongoDB
22 29 (17.47%) Machine Learning
22 29 (17.47%) Unix

Hortonworks
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 76 (45.78%) Apache Spark
2 36 (21.69%) Apache
3 33 (19.88%) Apache Pig
4 22 (13.25%) SAS
5 17 (10.24%) Apache Solr
6 11 (6.63%) Elasticsearch
7 4 (2.41%) JBoss
8 1 (0.60%) Confluence
8 1 (0.60%) GemFire
8 1 (0.60%) Mule
8 1 (0.60%) Mule ESB
8 1 (0.60%) Oracle SOA Suite
8 1 (0.60%) Tomcat
8 1 (0.60%) WebLogic
8 1 (0.60%) WebSphere
Applications
1 8 (4.82%) SPSS
Business Applications
1 3 (1.81%) SAP Oil and Gas
Cloud Services
1 40 (24.10%) Microsoft Azure
2 37 (22.29%) Amazon AWS
3 12 (7.23%) Azure Machine Learning
4 9 (5.42%) Google Cloud Platform
5 8 (4.82%) Office 365
6 5 (3.01%) Cloud Computing
7 4 (2.41%) Amazon EMR
7 4 (2.41%) IaaS
7 4 (2.41%) PaaS
7 4 (2.41%) SaaS
8 3 (1.81%) Azure Active Directory
9 2 (1.20%) GitHub
10 1 (0.60%) CloudBees
10 1 (0.60%) Cortana Intelligence Suite
Communications & Networking
1 8 (4.82%) Kerberos
2 6 (3.61%) LDAP
3 5 (3.01%) Internet
4 1 (0.60%) DNS
4 1 (0.60%) FTP
4 1 (0.60%) HTTP
4 1 (0.60%) tcpdump
4 1 (0.60%) Wireshark
Database & Business Intelligence
1 143 (86.14%) Big Data
2 134 (80.72%) Hadoop
3 65 (39.16%) Apache Hive
4 50 (30.12%) HBase
5 46 (27.71%) NoSQL
6 33 (19.88%) MongoDB
7 27 (16.27%) Apache Cassandra
8 26 (15.66%) SQL Server
9 24 (14.46%) SQL Server Integration Services
10 23 (13.86%) Data Lake
11 22 (13.25%) Relational Database
12 21 (12.65%) Power BI
13 19 (11.45%) RDBMS
14 18 (10.84%) Sqoop
15 17 (10.24%) QlikView
15 17 (10.24%) SQL Server Reporting Services
16 15 (9.04%) Data Warehouse
17 12 (7.23%) Azure SQL Data Warehouse
17 12 (7.23%) HDInsight
17 12 (7.23%) Pentaho
Development Applications
1 16 (9.64%) JIRA
2 10 (6.02%) Git (software)
3 9 (5.42%) Talend Open Studio
4 8 (4.82%) Jenkins
5 3 (1.81%) Vagrant
6 2 (1.20%) Maven
7 1 (0.60%) Ant
7 1 (0.60%) Atlassian Bamboo
7 1 (0.60%) Eclipse
7 1 (0.60%) Hudson
7 1 (0.60%) JUnit
7 1 (0.60%) Selenium
7 1 (0.60%) SonarQube
7 1 (0.60%) Subversion
7 1 (0.60%) WebLogic Workshop
General
1 53 (31.93%) Finance
2 18 (10.84%) Retail
3 12 (7.23%) Legal
4 11 (6.63%) Telecoms
5 9 (5.42%) Banking
5 9 (5.42%) Marketing
6 4 (2.41%) Aerospace
6 4 (2.41%) Manufacturing
6 4 (2.41%) Pharmaceutical
7 3 (1.81%) Electronics
7 3 (1.81%) Games
8 1 (0.60%) Automotive
8 1 (0.60%) Front Office
8 1 (0.60%) Investment Banking
Job Titles
1 43 (25.90%) Architect
2 38 (22.89%) Data Architect
3 34 (20.48%) Big Data Architect
4 29 (17.47%) Big Data Engineer
4 29 (17.47%) Data Engineer
5 19 (11.45%) Developer
6 13 (7.83%) Data Scientist
6 13 (7.83%) Hadoop Architect
6 13 (7.83%) Hadoop Engineer
7 12 (7.23%) Administrator
7 12 (7.23%) Data Warehouse Developer
7 12 (7.23%) Hadoop Administrator
8 10 (6.02%) Consultant
9 9 (5.42%) Big Data Developer
9 9 (5.42%) Cloud Architect
9 9 (5.42%) Data Consultant
9 9 (5.42%) Java Engineer
9 9 (5.42%) SQL Developer
10 8 (4.82%) Power BI Developer
10 8 (4.82%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 42 (25.30%) Kafka
2 12 (7.23%) .NET
2 12 (7.23%) ASP.NET
3 9 (5.42%) Natural Language Processing
4 7 (4.22%) XML
5 5 (3.01%) JSON
5 5 (3.01%) MLlib
6 4 (2.41%) RESTful
6 4 (2.41%) SPNEGO
6 4 (2.41%) Spring
6 4 (2.41%) Web Services
7 3 (1.81%) React
8 2 (1.20%) Lucene
9 1 (0.60%) Ajax
9 1 (0.60%) HTML
9 1 (0.60%) J2EE
9 1 (0.60%) Java EE
9 1 (0.60%) JPA
9 1 (0.60%) jQuery
9 1 (0.60%) Struts
Miscellaneous
1 25 (15.06%) Analytical Skills
2 22 (13.25%) Computer Science
3 12 (7.23%) Algorithms
3 12 (7.23%) Data Centre
3 12 (7.23%) Social Network
4 6 (3.61%) Public Cloud
5 5 (3.01%) Management Information System
6 4 (2.41%) Clustering
7 3 (1.81%) NHS
7 3 (1.81%) User Experience
8 2 (1.20%) Grid Computing
9 1 (0.60%) Equities
9 1 (0.60%) Fintech
9 1 (0.60%) Foreign Exchange (FX)
9 1 (0.60%) Online Games
Operating Systems
1 50 (30.12%) Linux
2 29 (17.47%) Unix
3 14 (8.43%) Red Hat Enterprise Linux
4 11 (6.63%) Windows
5 5 (3.01%) Windows Server
6 2 (1.20%) Mesosphere
6 2 (1.20%) SUSE Linux Enterprise Server
7 1 (0.60%) CentOS
7 1 (0.60%) SUSE
Processes & Methodologies
1 80 (48.19%) Analytics
2 45 (27.11%) Business Intelligence
3 38 (22.89%) Agile Software Development
3 38 (22.89%) ETL
3 38 (22.89%) Visualisation
4 35 (21.08%) Open Source
5 29 (17.47%) Machine Learning
6 25 (15.06%) MapReduce
6 25 (15.06%) Scrum
7 22 (13.25%) Continuous Integration
7 22 (13.25%) Data Modelling
8 21 (12.65%) Data Analytics
9 20 (12.05%) Data Visualisation
9 20 (12.05%) Software Engineering
10 17 (10.24%) Mathematics
11 16 (9.64%) DevOps
12 15 (9.04%) Configuration Management
12 15 (9.04%) Data Engineering
13 14 (8.43%) Test Automation
14 13 (7.83%) Statistics
Programming Languages
1 77 (46.39%) Python
2 65 (39.16%) Java
3 51 (30.72%) SQL
4 39 (23.49%) R
5 35 (21.08%) Scala
6 17 (10.24%) Perl
7 15 (9.04%) C#
8 13 (7.83%) JavaScript
9 12 (7.23%) PowerShell
9 12 (7.23%) T-SQL
9 12 (7.23%) VB.NET
10 10 (6.02%) C++
11 6 (3.61%) Bash Shell
12 4 (2.41%) Shell Script
13 2 (1.20%) C
13 2 (1.20%) PHP
14 1 (0.60%) CQL
14 1 (0.60%) HiveQL
14 1 (0.60%) SAS Macro
Qualifications
1 21 (12.65%) Degree
2 15 (9.04%) Security Cleared
3 8 (4.82%) PhD
3 8 (4.82%) SC Cleared
4 4 (2.41%) Computer Science Degree
4 4 (2.41%) EMC Certification
5 1 (0.60%) CISM
5 1 (0.60%) CISSP
5 1 (0.60%) CTC Cleared
5 1 (0.60%) DV Cleared
Quality Assurance & Compliance
1 14 (8.43%) Data Quality
2 4 (2.41%) GCP
3 3 (1.81%) QA
4 2 (1.20%) SLA
System Software
1 50 (30.12%) HDFS
2 18 (10.84%) Apache Flume
3 11 (6.63%) VMware Infrastructure
4 8 (4.82%) Virtual Machines
4 8 (4.82%) vSphere
5 7 (4.22%) Active Directory
6 6 (3.61%) Apache ZooKeeper
7 4 (2.41%) Docker
8 3 (1.81%) vCloud
9 2 (1.20%) Oracle RAC
Systems Management
1 17 (10.24%) Oozie
1 17 (10.24%) Opscode Chef
2 14 (8.43%) Ambari
2 14 (8.43%) Puppet
3 10 (6.02%) Ansible
4 8 (4.82%) Nagios
5 5 (3.01%) ZABBIX
6 4 (2.41%) Hadoop YARN
7 2 (1.20%) Docker Swarm
7 2 (1.20%) Kubernetes
8 1 (0.60%) QRadar
8 1 (0.60%) Salt
8 1 (0.60%) yum
Vendors
1 72 (43.37%) Cloudera
2 57 (34.34%) MapR
3 28 (16.87%) Tableau
4 21 (12.65%) Microsoft
5 18 (10.84%) Oracle
6 17 (10.24%) IBM
6 17 (10.24%) Teradata
7 16 (9.64%) Red Hat
8 15 (9.04%) Google
9 13 (7.83%) Informatica
10 11 (6.63%) VMware
11 9 (5.42%) Talend
12 8 (4.82%) NetApp
13 7 (4.22%) Cisco
14 6 (3.61%) Ab Initio
14 6 (3.61%) ArcSight
14 6 (3.61%) HP
14 6 (3.61%) Splunk
15 5 (3.01%) Greenplum
15 5 (3.01%) Netezza
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