The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 117 161 169
Rank change year-on-year
+44 +8
Permanent jobs citing Hadoop 51 25 25
As % of all permanent IT jobs located in Leeds 1.79% 0.75% 0.68%
As % of the Database & Business Intelligence category 6.06% 2.26% 2.03%
Number of salaries quoted 29 24 25
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
Hadoop
West Yorkshire

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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
841 1107 1230
As % of all permanent IT jobs located in Leeds 29.57% 33.32% 33.51%
Number of salaries quoted 678 921 1001
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,500 £30,000 £28,500
10% offered a salary of more than £57,500 £50,000 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Hadoop
Jobs Demand Trend in Leeds

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

Hadoop Jobs Demand Trend in Leeds

Hadoop
Salary Trend in Leeds

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

Hadoop Salary Trend in Leeds

Hadoop
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Hadoop across the Leeds region over the 3 months to 1 July 2016.

Hadoop Salary Histogram in Leeds

Hadoop
Top 30 Related IT Skills in Leeds

For the 6 months to 1 July 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 Leeds region with a requirement for Hadoop.

1 67 (53.17%) Big Data
2 50 (39.68%) SQL
3 48 (38.10%) SQL Server
3 48 (38.10%) Python
4 41 (32.54%) ETL
4 41 (32.54%) Business Intelligence
4 41 (32.54%) Microsoft
5 40 (31.75%) Linux
6 35 (27.78%) Java
7 33 (26.19%) MS Excel
8 32 (25.40%) Cybersecurity
9 31 (24.60%) Data Warehouse
10 30 (23.81%) NoSQL
11 28 (22.22%) SQL Server Integration Services
11 28 (22.22%) SQL Server Analysis Services
11 28 (22.22%) SQL Server 2012
12 27 (21.43%) MongoDB
13 26 (20.63%) Apache Spark
14 25 (19.84%) SQL Server 2014
14 25 (19.84%) Apache Hive
15 24 (19.05%) ArcSight
15 24 (19.05%) MySQL
15 24 (19.05%) CA
15 24 (19.05%) Security Operations
15 24 (19.05%) Security Operations Centre
16 23 (18.25%) Cyberthreat
16 23 (18.25%) OLAP
16 23 (18.25%) Tableau
17 22 (17.46%) SIEM
17 22 (17.46%) Hortonworks

Hadoop
Top Related IT Skills in Leeds 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 26 (20.63%) Apache Spark
2 16 (12.70%) Apache Pig
3 8 (6.35%) Elasticsearch
4 4 (3.17%) CloudStack
5 3 (2.38%) SharePoint
6 2 (1.59%) Apache
6 2 (1.59%) Liferay
7 1 (0.79%) SAS
Applications
1 33 (26.19%) MS Excel
Business Applications
1 3 (2.38%) Dynamics CRM
Cloud Services
1 21 (16.67%) Microsoft Azure
2 16 (12.70%) Amazon AWS
3 6 (4.76%) AWS CloudFormation
4 4 (3.17%) Cloud Computing
5 2 (1.59%) PaaS
Communications & Networking
1 15 (11.90%) Firewall
2 9 (7.14%) SAN
3 7 (5.56%) DNS
4 6 (4.76%) NAS
4 6 (4.76%) Reverse Proxy
5 3 (2.38%) VoIP
5 3 (2.38%) VPN
6 1 (0.79%) HTTPS
6 1 (0.79%) Kerberos
Database & Business Intelligence
1 67 (53.17%) Big Data
2 48 (38.10%) SQL Server
3 31 (24.60%) Data Warehouse
4 30 (23.81%) NoSQL
5 28 (22.22%) SQL Server 2012
5 28 (22.22%) SQL Server Analysis Services
5 28 (22.22%) SQL Server Integration Services
6 27 (21.43%) MongoDB
7 25 (19.84%) Apache Hive
7 25 (19.84%) SQL Server 2014
8 24 (19.05%) MySQL
9 23 (18.25%) OLAP
10 21 (16.67%) SQL Server Reporting Services
11 14 (11.11%) BusinessObjects
11 14 (11.11%) SQL Server 2016
12 13 (10.32%) QlikView
13 12 (9.52%) Impala
13 12 (9.52%) OLAP Cube
14 11 (8.73%) Power BI
14 11 (8.73%) PowerPivot
Development Applications
1 15 (11.90%) JMeter
2 14 (11.11%) Gatling
3 13 (10.32%) LoadRunner
4 10 (7.94%) Git (software)
5 9 (7.14%) JIRA
5 9 (7.14%) Visual Studio
6 7 (5.56%) Subversion
6 7 (5.56%) Talend Open Studio
7 6 (4.76%) Jenkins
8 3 (2.38%) Selenium
9 2 (1.59%) Cucumber
9 2 (1.59%) PHPUnit
9 2 (1.59%) Vagrant
10 1 (0.79%) Appium
10 1 (0.79%) Calabash
10 1 (0.79%) Eclipse
10 1 (0.79%) IntelliJ
10 1 (0.79%) JBehave
General
1 15 (11.90%) Finance
2 3 (2.38%) Retail
2 3 (2.38%) Telecoms
3 2 (1.59%) Banking
3 2 (1.59%) Games
4 1 (0.79%) Retail Banking
Job Titles
1 47 (37.30%) Developer
2 24 (19.05%) SQL Developer
2 24 (19.05%) SQL Server Developer
3 14 (11.11%) ETL Developer
3 14 (11.11%) SSIS Developer
4 13 (10.32%) Test Engineer
5 12 (9.52%) Performance Engineer
5 12 (9.52%) Performance Test Engineer
6 11 (8.73%) Azure Developer
6 11 (8.73%) Business Intelligence Developer
6 11 (8.73%) NoSQL Developer
6 11 (8.73%) SSAS Developer
7 9 (7.14%) Applications Support
8 8 (6.35%) Business Developer
8 8 (6.35%) OLAP Developer
8 8 (6.35%) SQL BI Developer
8 8 (6.35%) SQL Server BI Developer
9 7 (5.56%) Analyst
10 6 (4.76%) Linux Engineer
10 6 (4.76%) Support Analyst
Libraries, Frameworks & Software Standards
1 18 (14.29%) RabbitMQ
2 13 (10.32%) Kafka
3 12 (9.52%) Velocity
4 11 (8.73%) Node.js
5 9 (7.14%) LAMP
6 7 (5.56%) ActiveMQ
7 6 (4.76%) Apache Flex
7 6 (4.76%) Web Services
8 5 (3.97%) Apache Camel
8 5 (3.97%) D3.js
8 5 (3.97%) NumPy
9 4 (3.17%) Spring
10 3 (2.38%) J2EE
11 2 (1.59%) .NET
11 2 (1.59%) AngularJS
11 2 (1.59%) Java EE
11 2 (1.59%) MEAN Stack
11 2 (1.59%) REST
11 2 (1.59%) SOAP
11 2 (1.59%) Spark Streaming
Miscellaneous
1 24 (19.05%) Security Operations Centre
2 23 (18.25%) Cyberthreat
3 19 (15.08%) Cybercrime
4 18 (14.29%) Data Integration
5 17 (13.49%) Management Information System
6 10 (7.94%) Analytical Skills
7 8 (6.35%) iPad
8 7 (5.56%) Clustering
9 6 (4.76%) Client/Server
10 5 (3.97%) Data Structures
10 5 (3.97%) Visualisation
11 4 (3.17%) Data Centre
11 4 (3.17%) Enterprise Storage
11 4 (3.17%) Public Cloud
12 2 (1.59%) Replication
13 1 (0.79%) Computer Science
Operating Systems
1 40 (31.75%) Linux
2 19 (15.08%) Windows
3 10 (7.94%) Red Hat Enterprise Linux
3 10 (7.94%) Windows Server
4 7 (5.56%) CentOS
4 7 (5.56%) Windows Server 2008
5 3 (2.38%) Debian
5 3 (2.38%) Unix
6 1 (0.79%) Windows Server 2012
Processes & Methodologies
1 41 (32.54%) Business Intelligence
1 41 (32.54%) ETL
2 32 (25.40%) Cybersecurity
3 24 (19.05%) Security Operations
4 22 (17.46%) SIEM
5 21 (16.67%) Agile Software Development
5 21 (16.67%) Data Management
6 19 (15.08%) MapReduce
7 17 (13.49%) Analytics
7 17 (13.49%) Performance Tuning
8 16 (12.70%) ITIL
9 15 (11.90%) Migration
9 15 (11.90%) Performance Testing
10 13 (10.32%) Data Modelling
11 12 (9.52%) Kalman Filter
12 11 (8.73%) E-Commerce
12 11 (8.73%) Software Engineering
13 10 (7.94%) Continuous Integration
13 10 (7.94%) Data Analytics
13 10 (7.94%) Network Architecture
Programming Languages
1 50 (39.68%) SQL
2 48 (38.10%) Python
3 35 (27.78%) Java
4 19 (15.08%) Ruby
5 14 (11.11%) Scala
6 13 (10.32%) Bash Shell
7 10 (7.94%) C#
7 10 (7.94%) PHP
8 9 (7.14%) PL/SQL
9 8 (6.35%) JavaScript
10 6 (4.76%) PowerShell
10 6 (4.76%) R
11 5 (3.97%) Groovy
11 5 (3.97%) MATLAB
12 2 (1.59%) C
12 2 (1.59%) C++
13 1 (0.79%) Go
13 1 (0.79%) Perl
13 1 (0.79%) Shell Script
Qualifications
1 7 (5.56%) CCDE
1 7 (5.56%) CCIE
1 7 (5.56%) CCNP
1 7 (5.56%) CCSP
1 7 (5.56%) Cisco Certification
1 7 (5.56%) VMware Certified Professional (VCP)
2 5 (3.97%) PhD
3 3 (2.38%) Microsoft Certification
4 1 (0.79%) Degree
4 1 (0.79%) RHCE
Quality Assurance & Compliance
1 7 (5.56%) Data Quality
2 3 (2.38%) SLA
System Software
1 19 (15.08%) Apache Flume
2 14 (11.11%) VMware Infrastructure
3 12 (9.52%) HDFS
4 8 (6.35%) vSphere
5 6 (4.76%) Active Directory
6 5 (3.97%) KVM
7 3 (2.38%) Docker
7 3 (2.38%) Xen
8 2 (1.59%) Hyper-V
Systems Management
1 13 (10.32%) Puppet
2 11 (8.73%) Opscode Chef
3 8 (6.35%) CA Single Sign-On
3 8 (6.35%) Salt
4 7 (5.56%) Ansible
5 6 (4.76%) ArcSight ESM
5 6 (4.76%) Backup Exec
5 6 (4.76%) SCCM
5 6 (4.76%) WSUS
6 4 (3.17%) Nagios
7 3 (2.38%) Munin
7 3 (2.38%) OpenNMS
7 3 (2.38%) Zenoss
8 2 (1.59%) Graphite
8 2 (1.59%) Opsview
9 1 (0.79%) Cacti
Vendors
1 41 (32.54%) Microsoft
2 24 (19.05%) ArcSight
2 24 (19.05%) CA
3 23 (18.25%) Tableau
4 22 (17.46%) Hortonworks
5 20 (15.87%) HP
6 19 (15.08%) Cloudera
6 19 (15.08%) Oracle
7 16 (12.70%) VMware
8 14 (11.11%) Cisco
9 13 (10.32%) SolarWinds
9 13 (10.32%) Symantec
10 12 (9.52%) MapR
10 12 (9.52%) Splunk
11 11 (8.73%) Red Hat
12 10 (7.94%) Juniper
13 7 (5.56%) FireEye
13 7 (5.56%) Forcepoint
13 7 (5.56%) Informatica
13 7 (5.56%) Palo Alto
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