The table below looks at the statistics for Big Data skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 162 222 204
Rank change year-on-year
+60 -18
Permanent jobs citing Big Data 70 44 52
As % of all permanent IT jobs located in Yorkshire 1.27% 0.64% 0.75%
As % of the Database & Business Intelligence category 4.28% 1.85% 2.32%
Number of salaries quoted 55 36 52
Median salary £55,000 £42,500 £50,000
Median salary % change year-on-year
+29.41% -15.00%
90% offered a salary of more than £45,000 £32,500 £32,500
10% offered a salary of more than £72,500 £56,250 £65,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
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
1637 2379 2245
As % of all permanent IT jobs located in Yorkshire 29.63% 34.35% 32.42%
Number of salaries quoted 1369 2039 1872
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £50,000 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Yorkshire

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

Big Data Jobs Demand Trend in Yorkshire

Big Data
Salary Trend in Yorkshire

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

Big Data Salary Trend in Yorkshire

Big Data
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Yorkshire region over the 3 months to 24 July 2016.

Big Data Salary Histogram in Yorkshire

Big Data
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Yorkshire region over the 3 months to 24 July 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 +42 57 £55,000 +22.22% 8
North Yorkshire +21 6 £60,000 +71.42%
South Yorkshire +13 2 £45,000 +23.28% 1
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 24 July 2016, IT jobs citing Big Data 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 Big Data.

1 84 (39.44%) Java
2 79 (37.09%) Hadoop
3 78 (36.62%) Agile Software Development
4 63 (29.58%) SQL
5 58 (27.23%) Business Intelligence
6 55 (25.82%) Data Warehouse
7 50 (23.47%) SQL Server
8 48 (22.54%) NoSQL
9 46 (21.60%) ETL
10 45 (21.13%) .NET
10 45 (21.13%) Analytics
11 43 (20.19%) Web Services
12 39 (18.31%) Microsoft
13 38 (17.84%) MS Excel
14 37 (17.37%) Python
15 36 (16.90%) Oracle
16 32 (15.02%) XML
16 32 (15.02%) SQL Server Integration Services
16 32 (15.02%) SQL Server 2012
17 30 (14.08%) Scala
18 29 (13.62%) Linux
19 28 (13.15%) Apache Spark
20 27 (12.68%) JavaScript
20 27 (12.68%) C#
21 26 (12.21%) Finance
21 26 (12.21%) Cybersecurity
22 25 (11.74%) SQL Server Reporting Services
23 24 (11.27%) Java EE
23 24 (11.27%) Hortonworks
23 24 (11.27%) Data Analytics

Big Data
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 28 (13.15%) Apache Spark
2 14 (6.57%) Apache Pig
3 10 (4.69%) SAS
4 8 (3.76%) Apache
4 8 (3.76%) Elasticsearch
5 5 (2.35%) SharePoint
6 4 (1.88%) CloudStack
6 4 (1.88%) Tomcat
7 2 (0.94%) IIS
7 2 (0.94%) JBoss
7 2 (0.94%) Liferay
7 2 (0.94%) WebSphere
8 1 (0.47%) CMS
8 1 (0.47%) Jetty
Applications
1 38 (17.84%) MS Excel
2 6 (2.82%) SPSS
3 2 (0.94%) MS Visio
4 1 (0.47%) Mingle
Business Applications
1 3 (1.41%) Dynamics CRM
Cloud Services
1 24 (11.27%) Amazon AWS
2 22 (10.33%) Microsoft Azure
3 6 (2.82%) AWS CloudFormation
3 6 (2.82%) Google Cloud Platform
3 6 (2.82%) PaaS
4 3 (1.41%) Cloud Computing
5 1 (0.47%) Google Analytics
5 1 (0.47%) Office 365
5 1 (0.47%) SaaS
5 1 (0.47%) Trello
Communications & Networking
1 10 (4.69%) Firewall
1 10 (4.69%) SAN
2 9 (4.23%) Internet
3 6 (2.82%) NAS
3 6 (2.82%) Reverse Proxy
4 5 (2.35%) DNS
5 4 (1.88%) BGP
5 4 (1.88%) HTTP
5 4 (1.88%) Network Security
6 3 (1.41%) VoIP
6 3 (1.41%) VPN
7 2 (0.94%) MVNO
8 1 (0.47%) AMQP
8 1 (0.47%) Kerberos
8 1 (0.47%) MQTT
8 1 (0.47%) Skype
Database & Business Intelligence
1 79 (37.09%) Hadoop
2 55 (25.82%) Data Warehouse
3 50 (23.47%) SQL Server
4 48 (22.54%) NoSQL
5 32 (15.02%) SQL Server 2012
5 32 (15.02%) SQL Server Integration Services
6 25 (11.74%) SQL Server Reporting Services
7 22 (10.33%) SQL Server 2014
8 21 (9.86%) SQL Server 2016
9 20 (9.39%) Apache Hive
9 20 (9.39%) SQL Server Analysis Services
10 18 (8.45%) MongoDB
11 17 (7.98%) MySQL
12 13 (6.10%) OLAP
12 13 (6.10%) Power BI
12 13 (6.10%) PowerPivot
12 13 (6.10%) Relational Database
13 11 (5.16%) SQL Server 2005
14 10 (4.69%) Informix
15 9 (4.23%) QlikView
Development Applications
1 16 (7.51%) Jenkins
2 11 (5.16%) Git (software)
3 9 (4.23%) JUnit
4 7 (3.29%) Subversion
5 6 (2.82%) JIRA
5 6 (2.82%) Maven
6 5 (2.35%) IntelliJ
7 4 (1.88%) Talend Open Studio
8 3 (1.41%) Ant
8 3 (1.41%) Cucumber
8 3 (1.41%) Eclipse
9 2 (0.94%) Introscope
9 2 (0.94%) LoadRunner
9 2 (0.94%) NUnit
9 2 (0.94%) Selenium
9 2 (0.94%) WebDriver
10 1 (0.47%) Gradle
10 1 (0.47%) Mockito
10 1 (0.47%) TeamCity
10 1 (0.47%) VersionOne
General
1 26 (12.21%) Finance
2 15 (7.04%) Banking
2 15 (7.04%) Retail
3 11 (5.16%) Marketing
4 6 (2.82%) Telecoms
5 2 (0.94%) Advertising
6 1 (0.47%) Billing
6 1 (0.47%) Games
6 1 (0.47%) Retail Banking
Job Titles
1 62 (29.11%) Architect
2 53 (24.88%) Developer
3 29 (13.62%) Java Architect
4 27 (12.68%) Java Software Architect
5 23 (10.80%) Big Data Architect
6 21 (9.86%) Data Architect
7 20 (9.39%) .NET Architect
7 20 (9.39%) SQL Developer
8 19 (8.92%) Java Developer
8 19 (8.92%) Software Architect
9 16 (7.51%) Data Warehouse Architect
9 16 (7.51%) SSIS Developer
10 15 (7.04%) Lead Developer
11 14 (6.57%) SQL Server Developer
12 13 (6.10%) C# Architect
12 13 (6.10%) Technical Architect
13 12 (5.63%) Big Data Manager
13 12 (5.63%) Java Technical Architect
13 12 (5.63%) Project Manager
14 11 (5.16%) Solutions Architect
Libraries, Frameworks & Software Standards
1 45 (21.13%) .NET
2 43 (20.19%) Web Services
3 32 (15.02%) XML
4 24 (11.27%) Java EE
4 24 (11.27%) RESTful
5 20 (9.39%) J2EE
6 18 (8.45%) WSDL
7 17 (7.98%) Spring
8 16 (7.51%) Node.js
9 13 (6.10%) Kafka
10 12 (5.63%) Hibernate
11 11 (5.16%) JSON
11 11 (5.16%) RabbitMQ
12 9 (4.23%) Velocity
13 7 (3.29%) ActiveMQ
14 6 (2.82%) Apache Camel
14 6 (2.82%) NumPy
14 6 (2.82%) SOAP
15 5 (2.35%) D3.js
15 5 (2.35%) HTML
Miscellaneous
1 18 (8.45%) Cyberthreat
2 15 (7.04%) Visualisation
3 13 (6.10%) Enterprise Software
4 12 (5.63%) Cybercrime
4 12 (5.63%) Security Operations Centre
5 11 (5.16%) Data Integration
6 10 (4.69%) Management Information System
7 8 (3.76%) Analytical Skills
8 7 (3.29%) Client/Server
8 7 (3.29%) Computer Science
8 7 (3.29%) Credit Risk
8 7 (3.29%) iPad
9 6 (2.82%) Cyber Attack
9 6 (2.82%) Virtual Team
10 5 (2.35%) Data Structures
10 5 (2.35%) Mathematics
10 5 (2.35%) Statistics
11 4 (1.88%) Clustering
11 4 (1.88%) Internet of Things
11 4 (1.88%) Public Cloud
Operating Systems
1 29 (13.62%) Linux
2 10 (4.69%) Windows
3 9 (4.23%) Red Hat Enterprise Linux
4 6 (2.82%) Android
5 4 (1.88%) Unix
5 4 (1.88%) Windows Server
6 3 (1.41%) Debian
7 1 (0.47%) CentOS
7 1 (0.47%) Windows Server 2008
7 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 78 (36.62%) Agile Software Development
2 58 (27.23%) Business Intelligence
3 46 (21.60%) ETL
4 45 (21.13%) Analytics
5 26 (12.21%) Cybersecurity
6 24 (11.27%) Data Analytics
6 24 (11.27%) High Availability
7 23 (10.80%) Data Modelling
7 23 (10.80%) SOA
7 23 (10.80%) Software Delivery
8 22 (10.33%) E-Commerce
9 17 (7.98%) DevOps
10 16 (7.51%) Continuous Integration
10 16 (7.51%) CRM
10 16 (7.51%) Kimball Methodology
10 16 (7.51%) Software Engineering
11 15 (7.04%) SDLC
12 14 (6.57%) Data Visualisation
13 13 (6.10%) Data Management
13 13 (6.10%) Stakeholder and Relationship Management
Programming Languages
1 84 (39.44%) Java
2 63 (29.58%) SQL
3 37 (17.37%) Python
4 30 (14.08%) Scala
5 27 (12.68%) C#
5 27 (12.68%) JavaScript
6 12 (5.63%) Ruby
7 8 (3.76%) PHP
7 8 (3.76%) R
7 8 (3.76%) T-SQL
8 6 (2.82%) Groovy
8 6 (2.82%) MATLAB
8 6 (2.82%) Objective-C
8 6 (2.82%) PowerShell
9 5 (2.35%) Bash Shell
9 5 (2.35%) C
9 5 (2.35%) C++
10 4 (1.88%) Shell Script
11 2 (0.94%) Perl
12 1 (0.47%) VBA
Qualifications
1 7 (3.29%) CCDE
1 7 (3.29%) CCIE
1 7 (3.29%) CCNP
1 7 (3.29%) CCSP
1 7 (3.29%) Cisco Certification
1 7 (3.29%) Degree
1 7 (3.29%) VMware Certified Professional (VCP)
2 5 (2.35%) PhD
3 3 (1.41%) Microsoft Certification
4 2 (0.94%) Postgraduate
5 1 (0.47%) PRINCE2 Certification
5 1 (0.47%) RHCE
Quality Assurance & Compliance
1 14 (6.57%) Data Quality
2 3 (1.41%) QA
2 3 (1.41%) SLA
System Software
1 19 (8.92%) Apache Flume
2 18 (8.45%) VMware Infrastructure
3 12 (5.63%) HDFS
4 7 (3.29%) vSphere
5 5 (2.35%) KVM
6 4 (1.88%) Docker
6 4 (1.88%) Hyper-V
7 3 (1.41%) Xen
8 2 (0.94%) Apache ZooKeeper
9 1 (0.47%) Active Directory
Systems Management
1 14 (6.57%) Puppet
2 9 (4.23%) Opscode Chef
3 8 (3.76%) Ansible
3 8 (3.76%) CA Single Sign-On
3 8 (3.76%) Salt
4 3 (1.41%) Munin
4 3 (1.41%) Nagios
4 3 (1.41%) OpenNMS
4 3 (1.41%) Zenoss
5 2 (0.94%) Ambari
5 2 (0.94%) CA Wily
5 2 (0.94%) HP SiteScope
5 2 (0.94%) Oozie
Vendors
1 39 (18.31%) Microsoft
2 36 (16.90%) Oracle
3 24 (11.27%) Hortonworks
4 20 (9.39%) Cloudera
4 20 (9.39%) HP
5 18 (8.45%) VMware
6 15 (7.04%) CA
7 14 (6.57%) ArcSight
8 13 (6.10%) Cisco
9 11 (5.16%) F5
10 10 (4.69%) Red Hat
11 9 (4.23%) Juniper
11 9 (4.23%) MapR
11 9 (4.23%) Tableau
12 8 (3.76%) SAP
13 7 (3.29%) Symantec
14 6 (2.82%) Blue Coat
14 6 (2.82%) Forcepoint
14 6 (2.82%) IBM
14 6 (2.82%) Intel
West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 5 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 3 days ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 4 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £50000 per annum + Attractive Benefits
Posted: 5 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 11 days ago
Sheffield
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 12 days ago
Leeds
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 12 days ago