The table below provides summary statistics for permanent job vacancies advertised in England 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 28 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 / England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 770 785 932
Rank change year-on-year +15 +147  
Permanent jobs citing Hortonworks 95 129 24
As % of all permanent IT jobs advertised in England 0.11% 0.14% 0.023%
As % of the Vendors category 0.25% 0.32% 0.050%
Number of salaries quoted 74 80 15
Median salary £62,500 £63,750 £57,500
Median salary % change year-on-year -1.96% +10.86%  
90% offered a salary of more than £40,500 £47,500 £42,500
10% offered a salary of more than £95,875 £95,000 £145,000
UK excluding London median salary £52,000 £55,000 £50,000
% change year-on-year -5.45% +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 advertised in England.

Vendor Product & Service Skills
England
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 37392 40699 47976
As % of all permanent IT job vacancies advertised in England 44.75% 44.04% 46.73%
Number of salaries quoted 55703 64808 76855
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £27,500 £27,000 £26,250
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,000
% change year-on-year - +3.65%  

Hortonworks
Job Vacancy Trend in England

Job postings citing Hortonworks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Hortonworks in England

Hortonworks
Salary Trend in England

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

Salary trend for Hortonworks in England

Hortonworks
Salary Histogram in England

The salary distribution of IT jobs citing Hortonworks in England over the 3 months to 28 June 2017.

Salary histogram for Hortonworks in England

Hortonworks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the England region over the 3 months to 28 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
London +33 72 £68,750 -5.17% 10
South East +45 18 £55,000 - 2
East of England -7 2 £50,000 -4.76%
North of England -22 2 £66,000 +20.00% 1
North West -35 2 £66,000 +175.00%
Hortonworks
UK

For the 6 months to 28 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 across the England region with a requirement for Hortonworks.

1 142 (86.59%) Big Data
2 130 (79.27%) Hadoop
3 81 (49.39%) Python
4 79 (48.17%) Analytics
5 74 (45.12%) Apache Spark
6 72 (43.90%) Cloudera
7 67 (40.85%) Java
8 65 (39.63%) Apache Hive
9 57 (34.76%) MapR
10 55 (33.54%) Finance
11 51 (31.10%) SQL
12 50 (30.49%) HBase
13 49 (29.88%) Business Intelligence
14 48 (29.27%) HDFS
15 47 (28.66%) Linux
16 44 (26.83%) Microsoft Azure
16 44 (26.83%) NoSQL
17 42 (25.61%) Agile Software Development
17 42 (25.61%) R
18 41 (25.00%) Kafka
19 38 (23.17%) Apache
20 37 (22.56%) ETL
20 37 (22.56%) Visualisation
21 35 (21.34%) Amazon AWS
22 34 (20.73%) Scala
22 34 (20.73%) Open Source
23 33 (20.12%) Apache Pig
23 33 (20.12%) MongoDB
24 28 (17.07%) Tableau
24 28 (17.07%) Machine Learning

Hortonworks
Co-occurring IT Skills in England 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 74 (45.12%) Apache Spark
2 38 (23.17%) Apache
3 33 (20.12%) Apache Pig
4 22 (13.41%) SAS
5 17 (10.37%) Apache Solr
6 13 (7.93%) Elasticsearch
7 4 (2.44%) JBoss
8 1 (0.61%) Confluence
8 1 (0.61%) GemFire
8 1 (0.61%) Mule
8 1 (0.61%) Mule ESB
8 1 (0.61%) Oracle SOA Suite
8 1 (0.61%) Tomcat
8 1 (0.61%) WebLogic
8 1 (0.61%) WebSphere
Applications
1 9 (5.49%) SPSS
Business Applications
1 4 (2.44%) SAP Oil and Gas
Cloud Services
1 44 (26.83%) Microsoft Azure
2 35 (21.34%) Amazon AWS
3 14 (8.54%) Azure Machine Learning
4 9 (5.49%) Google Cloud Platform
5 8 (4.88%) Office 365
6 7 (4.27%) Cloud Computing
7 4 (2.44%) Amazon EMR
7 4 (2.44%) IaaS
7 4 (2.44%) PaaS
7 4 (2.44%) SaaS
8 3 (1.83%) Azure Active Directory
9 2 (1.22%) GitHub
10 1 (0.61%) CloudBees
10 1 (0.61%) Cortana Intelligence Suite
Communications & Networking
1 8 (4.88%) Kerberos
2 6 (3.66%) LDAP
3 5 (3.05%) Internet
4 1 (0.61%) DNS
4 1 (0.61%) FTP
4 1 (0.61%) HTTP
4 1 (0.61%) tcpdump
4 1 (0.61%) Wireshark
Database & Business Intelligence
1 142 (86.59%) Big Data
2 130 (79.27%) Hadoop
3 65 (39.63%) Apache Hive
4 50 (30.49%) HBase
5 44 (26.83%) NoSQL
6 33 (20.12%) MongoDB
7 28 (17.07%) SQL Server
8 27 (16.46%) Apache Cassandra
9 26 (15.85%) Data Lake
10 25 (15.24%) SQL Server Integration Services
11 23 (14.02%) Power BI
12 22 (13.41%) Relational Database
13 19 (11.59%) RDBMS
13 19 (11.59%) SQL Server Reporting Services
14 18 (10.98%) Sqoop
15 17 (10.37%) Data Warehouse
16 16 (9.76%) QlikView
17 14 (8.54%) Azure SQL Data Warehouse
17 14 (8.54%) HDInsight
18 12 (7.32%) Pentaho
Development Applications
1 16 (9.76%) JIRA
2 10 (6.10%) Git (software)
3 9 (5.49%) Talend Open Studio
4 8 (4.88%) Jenkins
5 3 (1.83%) Vagrant
6 2 (1.22%) Maven
7 1 (0.61%) Ant
7 1 (0.61%) Atlassian Bamboo
7 1 (0.61%) Eclipse
7 1 (0.61%) Hudson
7 1 (0.61%) JUnit
7 1 (0.61%) Selenium
7 1 (0.61%) SonarQube
7 1 (0.61%) Subversion
7 1 (0.61%) WebLogic Workshop
General
1 55 (33.54%) Finance
2 18 (10.98%) Retail
3 12 (7.32%) Legal
3 12 (7.32%) Telecoms
4 9 (5.49%) Banking
5 7 (4.27%) Marketing
6 5 (3.05%) Manufacturing
7 4 (2.44%) Aerospace
7 4 (2.44%) Electronics
7 4 (2.44%) Pharmaceutical
8 3 (1.83%) Games
9 1 (0.61%) Automotive
9 1 (0.61%) Front Office
9 1 (0.61%) Investment Banking
Job Titles
1 43 (26.22%) Architect
2 38 (23.17%) Data Architect
3 33 (20.12%) Big Data Architect
4 27 (16.46%) Data Engineer
5 26 (15.85%) Big Data Engineer
6 22 (13.41%) Developer
7 14 (8.54%) Data Warehouse Developer
8 13 (7.93%) Data Scientist
8 13 (7.93%) Hadoop Architect
9 12 (7.32%) Administrator
9 12 (7.32%) Hadoop Administrator
9 12 (7.32%) Hadoop Engineer
9 12 (7.32%) SQL Developer
10 10 (6.10%) Consultant
11 9 (5.49%) Big Data Developer
11 9 (5.49%) Cloud Architect
11 9 (5.49%) Data Consultant
11 9 (5.49%) Java Engineer
12 8 (4.88%) Business Intelligence Developer
12 8 (4.88%) Senior Architect
Libraries, Frameworks & Software Standards
1 41 (25.00%) Kafka
2 14 (8.54%) .NET
2 14 (8.54%) ASP.NET
3 9 (5.49%) Natural Language Processing
4 7 (4.27%) XML
5 6 (3.66%) RESTful
5 6 (3.66%) Spring
6 5 (3.05%) JSON
6 5 (3.05%) MLlib
6 5 (3.05%) React
7 4 (2.44%) SPNEGO
7 4 (2.44%) Web Services
8 2 (1.22%) Lucene
9 1 (0.61%) Ajax
9 1 (0.61%) Akka
9 1 (0.61%) Apache Tez
9 1 (0.61%) Java EE
9 1 (0.61%) SparkR
9 1 (0.61%) Struts
9 1 (0.61%) TensorFlow
Miscellaneous
1 25 (15.24%) Analytical Skills
2 23 (14.02%) Computer Science
3 13 (7.93%) Social Network
4 12 (7.32%) Data Centre
5 11 (6.71%) Algorithms
6 6 (3.66%) Public Cloud
7 5 (3.05%) Management Information System
7 5 (3.05%) User Experience
8 4 (2.44%) Clustering
9 3 (1.83%) NHS
10 2 (1.22%) Grid Computing
11 1 (0.61%) Equities
11 1 (0.61%) Fintech
11 1 (0.61%) Foreign Exchange (FX)
11 1 (0.61%) Online Games
Operating Systems
1 47 (28.66%) Linux
2 27 (16.46%) Unix
3 14 (8.54%) Red Hat Enterprise Linux
4 10 (6.10%) Windows
5 5 (3.05%) Windows Server
6 2 (1.22%) Mesosphere
6 2 (1.22%) SUSE Linux Enterprise Server
7 1 (0.61%) CentOS
7 1 (0.61%) SUSE
Processes & Methodologies
1 79 (48.17%) Analytics
2 49 (29.88%) Business Intelligence
3 42 (25.61%) Agile Software Development
4 37 (22.56%) ETL
4 37 (22.56%) Visualisation
5 34 (20.73%) Open Source
6 28 (17.07%) Machine Learning
7 27 (16.46%) Scrum
8 25 (15.24%) Data Modelling
8 25 (15.24%) MapReduce
9 24 (14.63%) Continuous Integration
10 20 (12.20%) Data Visualisation
10 20 (12.20%) Software Engineering
11 19 (11.59%) Data Analytics
11 19 (11.59%) Mathematics
12 17 (10.37%) Configuration Management
13 16 (9.76%) Test Automation
14 15 (9.15%) Data Engineering
14 15 (9.15%) Mentoring
15 14 (8.54%) DevOps
Programming Languages
1 81 (49.39%) Python
2 67 (40.85%) Java
3 51 (31.10%) SQL
4 42 (25.61%) R
5 34 (20.73%) Scala
6 17 (10.37%) C#
6 17 (10.37%) Perl
7 15 (9.15%) JavaScript
8 14 (8.54%) PowerShell
8 14 (8.54%) T-SQL
8 14 (8.54%) VB.NET
9 10 (6.10%) C++
10 6 (3.66%) Bash Shell
11 4 (2.44%) Shell Script
12 2 (1.22%) C
12 2 (1.22%) PHP
13 1 (0.61%) CQL
13 1 (0.61%) HiveQL
13 1 (0.61%) SAS Macro
Qualifications
1 22 (13.41%) Degree
2 12 (7.32%) Security Cleared
3 8 (4.88%) PhD
4 6 (3.66%) SC Cleared
5 4 (2.44%) Computer Science Degree
5 4 (2.44%) EMC Certification
6 1 (0.61%) CISM
6 1 (0.61%) CISSP
6 1 (0.61%) CTC Cleared
6 1 (0.61%) DV Cleared
Quality Assurance & Compliance
1 15 (9.15%) Data Quality
2 4 (2.44%) GCP
2 4 (2.44%) QA
3 2 (1.22%) SLA
System Software
1 48 (29.27%) HDFS
2 18 (10.98%) Apache Flume
3 9 (5.49%) VMware Infrastructure
4 8 (4.88%) Virtual Machines
4 8 (4.88%) vSphere
5 7 (4.27%) Active Directory
6 6 (3.66%) Apache ZooKeeper
7 4 (2.44%) Docker
8 2 (1.22%) Oracle RAC
9 1 (0.61%) vCloud
Systems Management
1 17 (10.37%) Opscode Chef
2 16 (9.76%) Oozie
3 15 (9.15%) Ambari
4 12 (7.32%) Puppet
5 10 (6.10%) Ansible
6 8 (4.88%) Nagios
7 5 (3.05%) Hadoop YARN
7 5 (3.05%) ZABBIX
8 2 (1.22%) Docker Swarm
8 2 (1.22%) Kubernetes
9 1 (0.61%) QRadar
9 1 (0.61%) Salt
9 1 (0.61%) yum
Vendors
1 72 (43.90%) Cloudera
2 57 (34.76%) MapR
3 28 (17.07%) Tableau
4 23 (14.02%) Microsoft
5 18 (10.98%) Oracle
6 17 (10.37%) Teradata
7 16 (9.76%) IBM
7 16 (9.76%) Red Hat
8 15 (9.15%) Google
9 12 (7.32%) Informatica
10 9 (5.49%) Talend
10 9 (5.49%) VMware
11 8 (4.88%) NetApp
12 6 (3.66%) Ab Initio
12 6 (3.66%) Jaspersoft
13 5 (3.05%) ArcSight
13 5 (3.05%) Greenplum
13 5 (3.05%) HP
13 5 (3.05%) Netezza
13 5 (3.05%) Splunk
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