The table below looks at the statistics for Big Data skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 132 180 166
Rank change year-on-year
+48 -14
Permanent jobs citing Big Data 63 32 53
As % of all permanent IT jobs located in West Yorkshire 1.59% 0.68% 1.09%
As % of the Database & Business Intelligence category 5.26% 2.08% 3.42%
Number of salaries quoted 58 20 52
Median salary £60,000 £46,250 £42,500
Median salary % change year-on-year
+29.72% +8.82%
90% offered a salary of more than £44,800 £37,450 £32,500
10% offered a salary of more than £78,000 £57,875 £60,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1198 1538 1549
As % of all permanent IT jobs located in West Yorkshire 30.15% 32.80% 31.75%
Number of salaries quoted 1041 1253 1221
Median salary £42,500 £42,500 £39,500
Median salary % change year-on-year
- +7.59%
90% offered a salary of more than £30,500 £30,000 £27,500
10% offered a salary of more than £55,000 £52,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Big Data
Salary Trend in West Yorkshire

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

Big Data Salary Trend in West Yorkshire

Big Data
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the West Yorkshire region over the 3 months to 31 August 2016.

Big Data Salary Histogram in West Yorkshire

Big Data
Job Locations in West 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 West Yorkshire region over the 3 months to 31 August 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
Leeds +40 40 £60,000 +26.31% 7
Bradford +8 13 £47,500 +18.75% 1
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 31 August 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 West Yorkshire region with a requirement for Big Data.

1 80 (44.94%) Hadoop
2 76 (42.70%) Business Intelligence
3 64 (35.96%) Java
4 59 (33.15%) SQL
5 56 (31.46%) Analytics
6 51 (28.65%) Agile Software Development
7 50 (28.09%) SQL Server
8 48 (26.97%) NoSQL
9 47 (26.40%) Data Warehouse
10 44 (24.72%) ETL
11 43 (24.16%) Python
12 39 (21.91%) Microsoft
13 36 (20.22%) Oracle
14 34 (19.10%) Web Services
15 33 (18.54%) Data Modelling
15 33 (18.54%) Data Analytics
16 29 (16.29%) Apache Spark
16 29 (16.29%) MS Excel
17 28 (15.73%) SQL Server Integration Services
18 27 (15.17%) .NET
18 27 (15.17%) Scala
19 26 (14.61%) JavaScript
19 26 (14.61%) SQL Server Reporting Services
20 25 (14.04%) Visualisation
20 25 (14.04%) SQL Server 2012
21 24 (13.48%) SQL Server 2016
22 23 (12.92%) Cybersecurity
22 23 (12.92%) Data Visualisation
22 23 (12.92%) XML
23 22 (12.36%) Cloudera

Big Data
Top Related IT Skills in West 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 29 (16.29%) Apache Spark
2 14 (7.87%) SAS
3 11 (6.18%) Apache Pig
4 8 (4.49%) Elasticsearch
5 4 (2.25%) Apache
6 2 (1.12%) Liferay
6 2 (1.12%) SharePoint
6 2 (1.12%) Tomcat
7 1 (0.56%) Apache Solr
7 1 (0.56%) CloudStack
Applications
1 29 (16.29%) MS Excel
2 12 (6.74%) SPSS
3 2 (1.12%) MS Visio
Cloud Services
1 20 (11.24%) Amazon AWS
2 18 (10.11%) Microsoft Azure
3 6 (3.37%) AWS CloudFormation
3 6 (3.37%) Google Cloud Platform
4 5 (2.81%) PaaS
5 2 (1.12%) Cloud Computing
6 1 (0.56%) Google Analytics
Communications & Networking
1 10 (5.62%) Internet
2 7 (3.93%) Firewall
2 7 (3.93%) SAN
3 6 (3.37%) NAS
3 6 (3.37%) Reverse Proxy
4 4 (2.25%) DNS
5 3 (1.69%) BGP
5 3 (1.69%) HTTP
5 3 (1.69%) Network Security
6 2 (1.12%) MVNO
7 1 (0.56%) AMQP
7 1 (0.56%) Kerberos
7 1 (0.56%) MQTT
7 1 (0.56%) Skype
7 1 (0.56%) VoIP
7 1 (0.56%) VPN
Database & Business Intelligence
1 80 (44.94%) Hadoop
2 50 (28.09%) SQL Server
3 48 (26.97%) NoSQL
4 47 (26.40%) Data Warehouse
5 28 (15.73%) SQL Server Integration Services
6 26 (14.61%) SQL Server Reporting Services
7 25 (14.04%) SQL Server 2012
8 24 (13.48%) SQL Server 2016
9 21 (11.80%) SQL Server Analysis Services
10 20 (11.24%) SQL Server 2014
11 18 (10.11%) Apache Hive
12 17 (9.55%) OLAP
12 17 (9.55%) Relational Database
13 16 (8.99%) MySQL
14 12 (6.74%) Power BI
14 12 (6.74%) PowerPivot
15 11 (6.18%) RDBMS
16 10 (5.62%) SQL Server 2005
17 9 (5.06%) Informix
18 8 (4.49%) SQL Server 2008
Development Applications
1 12 (6.74%) Jenkins
2 8 (4.49%) Git (software)
3 7 (3.93%) IntelliJ
3 7 (3.93%) JUnit
3 7 (3.93%) Maven
4 5 (2.81%) Eclipse
5 4 (2.25%) Ant
6 3 (1.69%) Talend Open Studio
7 2 (1.12%) Subversion
8 1 (0.56%) Cucumber
8 1 (0.56%) JIRA
8 1 (0.56%) Mockito
8 1 (0.56%) TeamCity
General
1 20 (11.24%) Finance
2 19 (10.67%) Retail
3 15 (8.43%) Banking
4 5 (2.81%) Marketing
5 3 (1.69%) Telecoms
6 2 (1.12%) Advertising
7 1 (0.56%) Games
7 1 (0.56%) Retail Banking
Job Titles
1 53 (29.78%) Developer
2 47 (26.40%) Architect
3 20 (11.24%) Java Architect
4 19 (10.67%) Data Architect
5 18 (10.11%) Big Data Architect
5 18 (10.11%) Java Software Architect
6 17 (9.55%) Business Intelligence Developer
6 17 (9.55%) Consultant
6 17 (9.55%) Java Developer
6 17 (9.55%) SQL Developer
7 16 (8.99%) Lead Developer
7 16 (8.99%) SSIS Developer
8 15 (8.43%) Business Intelligence Consultant
9 14 (7.87%) .NET Architect
9 14 (7.87%) Data Warehouse Architect
10 12 (6.74%) Software Architect
11 11 (6.18%) Data Consultant
12 10 (5.62%) ETL Developer
12 10 (5.62%) Software Developer
12 10 (5.62%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 34 (19.10%) Web Services
2 27 (15.17%) .NET
3 23 (12.92%) XML
4 19 (10.67%) RESTful
5 18 (10.11%) Java EE
6 17 (9.55%) Node.js
7 14 (7.87%) JSON
8 12 (6.74%) Kafka
8 12 (6.74%) WSDL
9 11 (6.18%) J2EE
9 11 (6.18%) Spring
10 8 (4.49%) Hibernate
10 8 (4.49%) SOAP
10 8 (4.49%) Velocity
11 6 (3.37%) Apache Camel
12 5 (2.81%) D3.js
12 5 (2.81%) EJB
12 5 (2.81%) NumPy
12 5 (2.81%) RabbitMQ
12 5 (2.81%) Struts
Miscellaneous
1 25 (14.04%) Visualisation
2 18 (10.11%) Cyberthreat
3 17 (9.55%) Data Integration
4 15 (8.43%) Analytical Skills
5 13 (7.30%) Credit Risk
6 12 (6.74%) Cybercrime
6 12 (6.74%) Security Operations Centre
7 9 (5.06%) Management Information System
7 9 (5.06%) Virtual Team
8 8 (4.49%) Enterprise Software
9 7 (3.93%) Computer Science
9 7 (3.93%) Internet of Things
10 6 (3.37%) Client/Server
10 6 (3.37%) Cyber Attack
11 3 (1.69%) Clustering
11 3 (1.69%) RIA
11 3 (1.69%) Statistics
12 2 (1.12%) iPad
12 2 (1.12%) Mathematics
12 2 (1.12%) Mobile App
Operating Systems
1 19 (10.67%) Linux
2 5 (2.81%) Windows
3 3 (1.69%) Android
3 3 (1.69%) Red Hat Enterprise Linux
3 3 (1.69%) Unix
4 2 (1.12%) Windows Server
5 1 (0.56%) Debian
5 1 (0.56%) Windows Server 2008
5 1 (0.56%) Windows Server 2012
Processes & Methodologies
1 76 (42.70%) Business Intelligence
2 56 (31.46%) Analytics
3 51 (28.65%) Agile Software Development
4 44 (24.72%) ETL
5 33 (18.54%) Data Analytics
5 33 (18.54%) Data Modelling
6 23 (12.92%) Cybersecurity
6 23 (12.92%) Data Visualisation
7 20 (11.24%) Data Management
8 16 (8.99%) SOA
9 15 (8.43%) Big Data Analytics
10 14 (7.87%) E-Commerce
10 14 (7.87%) Software Delivery
11 12 (6.74%) Business Development
11 12 (6.74%) Security Operations
11 12 (6.74%) SIEM
12 11 (6.18%) Kimball Methodology
13 10 (5.62%) MapReduce
14 9 (5.06%) High Availability
14 9 (5.06%) Performance Tuning
Programming Languages
1 64 (35.96%) Java
2 59 (33.15%) SQL
3 43 (24.16%) Python
4 27 (15.17%) Scala
5 26 (14.61%) JavaScript
6 20 (11.24%) C#
7 12 (6.74%) Ruby
8 11 (6.18%) T-SQL
9 6 (3.37%) PHP
9 6 (3.37%) PowerShell
9 6 (3.37%) R
10 5 (2.81%) C
10 5 (2.81%) C++
10 5 (2.81%) Data Analysis Expressions (DAX)
10 5 (2.81%) MATLAB
11 4 (2.25%) Groovy
11 4 (2.25%) Shell Script
12 3 (1.69%) Objective-C
13 2 (1.12%) Bash Shell
14 1 (0.56%) Go
Qualifications
1 9 (5.06%) Degree
2 5 (2.81%) PhD
3 2 (1.12%) CCDE
3 2 (1.12%) CCIE
3 2 (1.12%) CCNP
3 2 (1.12%) CCSP
3 2 (1.12%) Cisco Certification
3 2 (1.12%) Postgraduate
3 2 (1.12%) VMware Certified Professional (VCP)
4 1 (0.56%) PRINCE2 Certification
4 1 (0.56%) RHCE
Quality Assurance & Compliance
1 7 (3.93%) Data Quality
System Software
1 20 (11.24%) Apache Flume
2 11 (6.18%) VMware Infrastructure
3 10 (5.62%) HDFS
4 4 (2.25%) Hyper-V
5 3 (1.69%) KVM
6 2 (1.12%) vSphere
7 1 (0.56%) Active Directory
7 1 (0.56%) Docker
7 1 (0.56%) Xen
Systems Management
1 8 (4.49%) CA Single Sign-On
1 8 (4.49%) Puppet
2 3 (1.69%) Opscode Chef
3 2 (1.12%) Ansible
3 2 (1.12%) Salt
4 1 (0.56%) Ambari
4 1 (0.56%) Munin
4 1 (0.56%) Nagios
4 1 (0.56%) Oozie
4 1 (0.56%) OpenNMS
4 1 (0.56%) Zenoss
Vendors
1 39 (21.91%) Microsoft
2 36 (20.22%) Oracle
3 22 (12.36%) Cloudera
4 17 (9.55%) Hortonworks
5 15 (8.43%) HP
6 14 (7.87%) ArcSight
6 14 (7.87%) CA
7 13 (7.30%) Tableau
8 11 (6.18%) VMware
9 8 (4.49%) Cisco
9 8 (4.49%) MapR
9 8 (4.49%) SAP
10 7 (3.93%) Juniper
11 6 (3.37%) Blue Coat
11 6 (3.37%) FireEye
11 6 (3.37%) Forcepoint
11 6 (3.37%) Google
11 6 (3.37%) IBM
11 6 (3.37%) Intel
11 6 (3.37%) SolarWinds
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 16 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £60000.00 - £70000.00 per annum + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 5 days ago
Blackpool, Leeds, London, Manchester, Newcastle...
Department for Work and Pensions
Salary: Circa £130,000 per annum
Posted: 6 days ago
Leeds
DWP
Posted: 9 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Car + Bonus + benefits
Posted: 9 days ago
Leeds
Computer Futures
Salary: £40000 - £65000 per annum + Car Allowance, Pension
Posted: 9 days ago