The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 168 207 235
Rank change year-on-year
+39 +28
Permanent jobs citing Hadoop 66 55 28
As % of all permanent IT jobs located in Yorkshire 1.18% 0.81% 0.39%
As % of the Database & Business Intelligence category 3.82% 2.32% 1.22%
Number of salaries quoted 44 48 28
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
90% offered a salary of more than £25,950 £31,750 £38,500
10% offered a salary of more than £60,000 £67,500 £65,000
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
Hadoop
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1727 2371 2298
As % of all permanent IT jobs located in Yorkshire 30.80% 35.00% 32.39%
Number of salaries quoted 1422 2047 1916
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £56,500 £50,000 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Hadoop
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Yorkshire

Hadoop
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Yorkshire region.

Hadoop Salary Trend in Yorkshire

Hadoop
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Hadoop across the Yorkshire region over the 3 months to 28 June 2016.

Hadoop Salary Histogram in Yorkshire

Hadoop
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Yorkshire region over the 3 months to 28 June 2016. 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
(Click see detailed
statistics and trends)
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
West Yorkshire +14 56 £50,000 +5.26% 8
North Yorkshire +19 5 £60,000 +150.00% 5
South Yorkshire +19 3 £27,000 -73.65%
Hadoop
England

Hadoop
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 June 2016, IT jobs citing Hadoop 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 Yorkshire region with a requirement for Hadoop.

1 84 (53.50%) Big Data
2 56 (35.67%) SQL
2 56 (35.67%) SQL Server
3 53 (33.76%) Python
4 49 (31.21%) Linux
5 45 (28.66%) ETL
6 44 (28.03%) Microsoft
7 43 (27.39%) Business Intelligence
8 42 (26.75%) Java
9 39 (24.84%) MongoDB
10 36 (22.93%) MS Excel
11 35 (22.29%) Data Warehouse
12 34 (21.66%) NoSQL
12 34 (21.66%) Cybersecurity
13 31 (19.75%) Apache Hive
13 31 (19.75%) Apache Spark
14 29 (18.47%) SQL Server 2012
14 29 (18.47%) SQL Server Integration Services
14 29 (18.47%) SQL Server Analysis Services
15 28 (17.83%) Amazon AWS
16 27 (17.20%) SQL Server 2014
17 26 (16.56%) HP
17 26 (16.56%) Windows
18 25 (15.92%) Microsoft Azure
18 25 (15.92%) Agile Software Development
19 24 (15.29%) Data Management
19 24 (15.29%) OLAP
19 24 (15.29%) MySQL
19 24 (15.29%) CA
19 24 (15.29%) Security Operations

Hadoop
Top Related IT Skills in Yorkshire 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 31 (19.75%) Apache Spark
2 18 (11.46%) Apache Pig
3 8 (5.10%) CloudStack
3 8 (5.10%) Elasticsearch
4 5 (3.18%) Apache
5 3 (1.91%) SAS
5 3 (1.91%) SharePoint
6 2 (1.27%) Liferay
7 1 (0.64%) Tomcat
Applications
1 36 (22.93%) MS Excel
2 3 (1.91%) MS Office
Business Applications
1 3 (1.91%) Dynamics CRM
Cloud Services
1 28 (17.83%) Amazon AWS
2 25 (15.92%) Microsoft Azure
3 7 (4.46%) AWS CloudFormation
4 4 (2.55%) Cloud Computing
5 2 (1.27%) Amazon EMR
5 2 (1.27%) Amazon S3
5 2 (1.27%) PaaS
Communications & Networking
1 15 (9.55%) Firewall
2 12 (7.64%) SAN
3 10 (6.37%) DNS
4 6 (3.82%) NAS
4 6 (3.82%) Reverse Proxy
5 3 (1.91%) DHCP
5 3 (1.91%) VoIP
5 3 (1.91%) VPN
6 2 (1.27%) Internet
7 1 (0.64%) HTTPS
7 1 (0.64%) Kerberos
7 1 (0.64%) Network Security
7 1 (0.64%) TCP/IP
Database & Business Intelligence
1 84 (53.50%) Big Data
2 56 (35.67%) SQL Server
3 39 (24.84%) MongoDB
4 35 (22.29%) Data Warehouse
5 34 (21.66%) NoSQL
6 31 (19.75%) Apache Hive
7 29 (18.47%) SQL Server 2012
7 29 (18.47%) SQL Server Analysis Services
7 29 (18.47%) SQL Server Integration Services
8 27 (17.20%) SQL Server 2014
9 24 (15.29%) MySQL
9 24 (15.29%) OLAP
10 22 (14.01%) SQL Server Reporting Services
11 14 (8.92%) SQL Server 2016
12 13 (8.28%) BusinessObjects
12 13 (8.28%) OLAP Cube
13 12 (7.64%) Impala
13 12 (7.64%) QlikView
14 11 (7.01%) Power BI
14 11 (7.01%) PowerPivot
Development Applications
1 20 (12.74%) Git (software)
2 15 (9.55%) JMeter
3 14 (8.92%) Gatling
4 13 (8.28%) Jenkins
4 13 (8.28%) LoadRunner
5 12 (7.64%) JIRA
6 11 (7.01%) Subversion
7 9 (5.73%) Visual Studio
8 7 (4.46%) Talend Open Studio
9 3 (1.91%) JUnit
9 3 (1.91%) Selenium
10 2 (1.27%) Cucumber
10 2 (1.27%) IntelliJ
10 2 (1.27%) PHPUnit
10 2 (1.27%) Vagrant
11 1 (0.64%) Appium
11 1 (0.64%) Calabash
11 1 (0.64%) JBehave
11 1 (0.64%) Maven
11 1 (0.64%) TeamCity
General
1 21 (13.38%) Finance
2 4 (2.55%) Banking
2 4 (2.55%) Retail
3 3 (1.91%) Telecoms
4 2 (1.27%) Games
5 1 (0.64%) Marketing
5 1 (0.64%) Retail Banking
Job Titles
1 52 (33.12%) Developer
2 24 (15.29%) SQL Developer
2 24 (15.29%) SQL Server Developer
3 14 (8.92%) ETL Developer
3 14 (8.92%) SSIS Developer
4 13 (8.28%) Test Engineer
5 12 (7.64%) Performance Engineer
5 12 (7.64%) Performance Test Engineer
6 11 (7.01%) AWS Engineer
6 11 (7.01%) Azure Developer
6 11 (7.01%) Business Intelligence Developer
6 11 (7.01%) NoSQL Developer
6 11 (7.01%) SSAS Developer
7 10 (6.37%) Linux Engineer
8 9 (5.73%) Analyst
8 9 (5.73%) Applications Support
8 9 (5.73%) Consultant
8 9 (5.73%) DevOps Engineer
9 8 (5.10%) Linux Systems Engineer
9 8 (5.10%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 23 (14.65%) RabbitMQ
2 16 (10.19%) Kafka
3 13 (8.28%) Node.js
4 12 (7.64%) Velocity
5 11 (7.01%) ActiveMQ
5 11 (7.01%) LAMP
6 10 (6.37%) Web Services
7 6 (3.82%) Apache Flex
8 5 (3.18%) Apache Camel
8 5 (3.18%) D3.js
8 5 (3.18%) NumPy
9 4 (2.55%) Spring
10 3 (1.91%) AngularJS
10 3 (1.91%) J2EE
10 3 (1.91%) Memcached
11 2 (1.27%) .NET
11 2 (1.27%) HTML
11 2 (1.27%) MEAN Stack
11 2 (1.27%) REST
11 2 (1.27%) Spark Streaming
Miscellaneous
1 24 (15.29%) Security Operations Centre
2 23 (14.65%) Cyberthreat
3 19 (12.10%) Cybercrime
3 19 (12.10%) Data Integration
4 17 (10.83%) Management Information System
5 16 (10.19%) Analytical Skills
6 10 (6.37%) iPad
7 8 (5.10%) Clustering
7 8 (5.10%) Data Centre
7 8 (5.10%) Enterprise Storage
7 8 (5.10%) Public Cloud
8 7 (4.46%) Visualisation
9 6 (3.82%) Client/Server
9 6 (3.82%) Computer Science
9 6 (3.82%) Data Structures
10 5 (3.18%) Mathematics
10 5 (3.18%) Statistics
11 3 (1.91%) Applied Mathematics
12 2 (1.27%) Online Banking
12 2 (1.27%) Physics
Operating Systems
1 49 (31.21%) Linux
2 26 (16.56%) Windows
3 14 (8.92%) Red Hat Enterprise Linux
4 13 (8.28%) Windows Server
5 9 (5.73%) CentOS
6 7 (4.46%) Windows Server 2008
7 4 (2.55%) Unix
8 3 (1.91%) Debian
8 3 (1.91%) Mac OS X
8 3 (1.91%) Windows 10
8 3 (1.91%) Windows 7
8 3 (1.91%) Windows 8
9 2 (1.27%) Windows Server 2012
10 1 (0.64%) Windows Server 2003
Processes & Methodologies
1 45 (28.66%) ETL
2 43 (27.39%) Business Intelligence
3 34 (21.66%) Cybersecurity
4 25 (15.92%) Agile Software Development
5 24 (15.29%) Data Management
5 24 (15.29%) Security Operations
6 23 (14.65%) Analytics
7 22 (14.01%) SIEM
8 21 (13.38%) MapReduce
9 19 (12.10%) Continuous Integration
10 18 (11.46%) Performance Tuning
11 16 (10.19%) High Availability
11 16 (10.19%) ITIL
11 16 (10.19%) Migration
12 15 (9.55%) Data Analytics
12 15 (9.55%) Data Modelling
12 15 (9.55%) Performance Testing
13 14 (8.92%) Network Architecture
14 13 (8.28%) Software Engineering
15 12 (7.64%) E-Commerce
Programming Languages
1 56 (35.67%) SQL
2 53 (33.76%) Python
3 42 (26.75%) Java
4 23 (14.65%) Ruby
5 18 (11.46%) Scala
6 16 (10.19%) Bash Shell
7 13 (8.28%) JavaScript
8 12 (7.64%) PHP
9 10 (6.37%) C#
9 10 (6.37%) PL/SQL
10 9 (5.73%) PowerShell
11 6 (3.82%) R
12 5 (3.18%) C
12 5 (3.18%) C++
12 5 (3.18%) Groovy
12 5 (3.18%) MATLAB
13 4 (2.55%) Shell Script
14 1 (0.64%) Go
14 1 (0.64%) Perl
Qualifications
1 11 (7.01%) CCDE
1 11 (7.01%) CCIE
1 11 (7.01%) CCNP
1 11 (7.01%) CCSP
1 11 (7.01%) Cisco Certification
1 11 (7.01%) VMware Certified Professional (VCP)
2 6 (3.82%) Degree
3 5 (3.18%) Microsoft Certification
3 5 (3.18%) PhD
4 2 (1.27%) Postgraduate
5 1 (0.64%) RHCE
Quality Assurance & Compliance
1 7 (4.46%) Data Quality
2 3 (1.91%) SLA
System Software
1 19 (12.10%) Apache Flume
2 18 (11.46%) VMware Infrastructure
3 15 (9.55%) HDFS
4 11 (7.01%) vSphere
5 9 (5.73%) Active Directory
6 5 (3.18%) Hyper-V
6 5 (3.18%) KVM
7 3 (1.91%) Docker
7 3 (1.91%) Xen
8 2 (1.27%) Apache ZooKeeper
Systems Management
1 18 (11.46%) Puppet
2 17 (10.83%) Opscode Chef
3 14 (8.92%) Salt
4 11 (7.01%) Ansible
5 8 (5.10%) CA Single Sign-On
6 6 (3.82%) ArcSight ESM
6 6 (3.82%) Backup Exec
6 6 (3.82%) SCCM
6 6 (3.82%) WSUS
7 5 (3.18%) Graphite
7 5 (3.18%) Nagios
7 5 (3.18%) Opsview
8 3 (1.91%) Munin
8 3 (1.91%) OpenNMS
8 3 (1.91%) Zenoss
9 2 (1.27%) Ambari
9 2 (1.27%) Cacti
9 2 (1.27%) Oozie
Vendors
1 44 (28.03%) Microsoft
2 26 (16.56%) HP
3 24 (15.29%) ArcSight
3 24 (15.29%) CA
3 24 (15.29%) Hortonworks
4 23 (14.65%) Tableau
5 20 (12.74%) Cloudera
5 20 (12.74%) VMware
6 19 (12.10%) Oracle
7 18 (11.46%) Cisco
8 17 (10.83%) Red Hat
8 17 (10.83%) Symantec
9 16 (10.19%) Splunk
10 14 (8.92%) SolarWinds
11 12 (7.64%) MapR
12 11 (7.01%) F5
13 10 (6.37%) Juniper
14 7 (4.46%) Forcepoint
14 7 (4.46%) Informatica
14 7 (4.46%) Teradata
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