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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 141 190 165
Rank change year-on-year
+49 -25
Permanent jobs citing Big Data 57 32 52
As % of all permanent IT jobs located in West Yorkshire 1.46% 0.67% 1.07%
As % of the Database & Business Intelligence category 4.83% 1.95% 3.18%
Number of salaries quoted 49 24 52
Median salary £55,000 £45,000 £42,500
Median salary % change year-on-year
+22.22% +5.88%
90% offered a salary of more than £44,800 £37,150 £32,500
10% offered a salary of more than £73,500 £56,750 £65,000
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
1180 1643 1635
As % of all permanent IT jobs located in West Yorkshire 30.23% 34.19% 33.57%
Number of salaries quoted 998 1363 1336
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £50,000 £62,500
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 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 27 July 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 27 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
Leeds +36 35 £60,000 +33.33% 5
Bradford +20 15 £47,500 +5.55%
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 27 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 West Yorkshire region with a requirement for Big Data.

1 81 (42.86%) Java
2 72 (38.10%) Hadoop
3 69 (36.51%) Agile Software Development
4 60 (31.75%) SQL
5 57 (30.16%) Business Intelligence
6 53 (28.04%) Data Warehouse
7 48 (25.40%) SQL Server
8 45 (23.81%) NoSQL
9 44 (23.28%) ETL
10 43 (22.75%) Analytics
11 42 (22.22%) .NET
11 42 (22.22%) Web Services
12 37 (19.58%) Python
13 36 (19.05%) MS Excel
13 36 (19.05%) Microsoft
14 32 (16.93%) SQL Server Integration Services
15 31 (16.40%) XML
15 31 (16.40%) Oracle
16 30 (15.87%) SQL Server 2012
16 30 (15.87%) Scala
17 28 (14.81%) JavaScript
18 26 (13.76%) Apache Spark
19 25 (13.23%) C#
19 25 (13.23%) Linux
19 25 (13.23%) Java EE
19 25 (13.23%) SQL Server Reporting Services
20 24 (12.70%) Cybersecurity
20 24 (12.70%) Data Analytics
20 24 (12.70%) RESTful
21 23 (12.17%) Data Modelling

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 26 (13.76%) Apache Spark
2 12 (6.35%) Apache Pig
3 10 (5.29%) SAS
4 8 (4.23%) Elasticsearch
5 5 (2.65%) Apache
5 5 (2.65%) SharePoint
6 3 (1.59%) Tomcat
7 2 (1.06%) CloudStack
7 2 (1.06%) Liferay
8 1 (0.53%) IIS
8 1 (0.53%) JBoss
8 1 (0.53%) WebSphere
Applications
1 36 (19.05%) MS Excel
2 6 (3.17%) SPSS
3 2 (1.06%) MS Visio
Business Applications
1 3 (1.59%) Dynamics CRM
Cloud Services
1 20 (10.58%) Amazon AWS
2 19 (10.05%) Microsoft Azure
3 6 (3.17%) AWS CloudFormation
3 6 (3.17%) Google Cloud Platform
4 5 (2.65%) PaaS
5 2 (1.06%) Cloud Computing
6 1 (0.53%) Google Analytics
Communications & Networking
1 9 (4.76%) Firewall
2 8 (4.23%) Internet
2 8 (4.23%) SAN
3 6 (3.17%) NAS
3 6 (3.17%) Reverse Proxy
4 5 (2.65%) DNS
5 4 (2.12%) BGP
5 4 (2.12%) HTTP
5 4 (2.12%) Network Security
6 3 (1.59%) VoIP
6 3 (1.59%) VPN
7 2 (1.06%) MVNO
8 1 (0.53%) AMQP
8 1 (0.53%) Kerberos
8 1 (0.53%) MQTT
8 1 (0.53%) Skype
Database & Business Intelligence
1 72 (38.10%) Hadoop
2 53 (28.04%) Data Warehouse
3 48 (25.40%) SQL Server
4 45 (23.81%) NoSQL
5 32 (16.93%) SQL Server Integration Services
6 30 (15.87%) SQL Server 2012
7 25 (13.23%) SQL Server Reporting Services
8 21 (11.11%) SQL Server 2014
8 21 (11.11%) SQL Server 2016
9 20 (10.58%) SQL Server Analysis Services
10 18 (9.52%) Apache Hive
11 16 (8.47%) MySQL
12 13 (6.88%) OLAP
12 13 (6.88%) Power BI
12 13 (6.88%) PowerPivot
12 13 (6.88%) Relational Database
13 11 (5.82%) SQL Server 2005
14 10 (5.29%) Informix
14 10 (5.29%) MongoDB
15 9 (4.76%) Impala
Development Applications
1 13 (6.88%) Jenkins
2 8 (4.23%) Git (software)
2 8 (4.23%) JUnit
3 6 (3.17%) IntelliJ
3 6 (3.17%) Maven
4 5 (2.65%) Subversion
5 4 (2.12%) Eclipse
5 4 (2.12%) Talend Open Studio
6 3 (1.59%) Ant
7 2 (1.06%) JIRA
8 1 (0.53%) Cucumber
8 1 (0.53%) Introscope
8 1 (0.53%) LoadRunner
8 1 (0.53%) Mockito
8 1 (0.53%) TeamCity
General
1 19 (10.05%) Finance
2 10 (5.29%) Marketing
2 10 (5.29%) Retail
3 9 (4.76%) Banking
4 6 (3.17%) Telecoms
5 2 (1.06%) Advertising
6 1 (0.53%) Billing
6 1 (0.53%) Games
6 1 (0.53%) Retail Banking
Job Titles
1 59 (31.22%) Architect
2 53 (28.04%) Developer
3 29 (15.34%) Java Architect
4 27 (14.29%) Java Software Architect
5 23 (12.17%) Big Data Architect
6 20 (10.58%) .NET Architect
6 20 (10.58%) Data Architect
6 20 (10.58%) SQL Developer
7 19 (10.05%) Java Developer
8 18 (9.52%) Software Architect
9 16 (8.47%) Lead Developer
9 16 (8.47%) SSIS Developer
10 15 (7.94%) Data Warehouse Architect
11 14 (7.41%) SQL Server Developer
12 13 (6.88%) C# Architect
13 12 (6.35%) Big Data Manager
13 12 (6.35%) Java Technical Architect
13 12 (6.35%) Project Manager
13 12 (6.35%) Technical Architect
14 11 (5.82%) Solutions Architect
Libraries, Frameworks & Software Standards
1 42 (22.22%) .NET
1 42 (22.22%) Web Services
2 31 (16.40%) XML
3 25 (13.23%) Java EE
4 24 (12.70%) RESTful
5 18 (9.52%) J2EE
5 18 (9.52%) WSDL
6 17 (8.99%) Node.js
7 15 (7.94%) Spring
8 13 (6.88%) Kafka
9 12 (6.35%) JSON
10 10 (5.29%) Hibernate
11 9 (4.76%) RabbitMQ
11 9 (4.76%) Velocity
12 7 (3.70%) SOAP
13 6 (3.17%) Apache Camel
14 5 (2.65%) ActiveMQ
14 5 (2.65%) D3.js
14 5 (2.65%) HTML
14 5 (2.65%) NumPy
Miscellaneous
1 18 (9.52%) Cyberthreat
2 15 (7.94%) Visualisation
3 12 (6.35%) Cybercrime
3 12 (6.35%) Data Integration
3 12 (6.35%) Enterprise Software
3 12 (6.35%) Security Operations Centre
4 10 (5.29%) Management Information System
5 7 (3.70%) Credit Risk
6 6 (3.17%) Analytical Skills
6 6 (3.17%) Client/Server
6 6 (3.17%) Cyber Attack
6 6 (3.17%) Virtual Team
7 5 (2.65%) iPad
8 4 (2.12%) Clustering
8 4 (2.12%) Computer Science
8 4 (2.12%) Data Structures
8 4 (2.12%) Internet of Things
8 4 (2.12%) RIA
9 2 (1.06%) Mathematics
9 2 (1.06%) Statistics
Operating Systems
1 25 (13.23%) Linux
2 8 (4.23%) Windows
3 7 (3.70%) Red Hat Enterprise Linux
4 6 (3.17%) Android
5 4 (2.12%) Unix
5 4 (2.12%) Windows Server
6 3 (1.59%) Debian
7 1 (0.53%) Windows Server 2008
7 1 (0.53%) Windows Server 2012
Processes & Methodologies
1 69 (36.51%) Agile Software Development
2 57 (30.16%) Business Intelligence
3 44 (23.28%) ETL
4 43 (22.75%) Analytics
5 24 (12.70%) Cybersecurity
5 24 (12.70%) Data Analytics
6 23 (12.17%) Data Modelling
7 22 (11.64%) SOA
7 22 (11.64%) Software Delivery
8 20 (10.58%) E-Commerce
9 19 (10.05%) High Availability
10 15 (7.94%) CRM
10 15 (7.94%) Kimball Methodology
11 14 (7.41%) Data Management
11 14 (7.41%) Data Visualisation
11 14 (7.41%) DevOps
12 13 (6.88%) SDLC
12 13 (6.88%) Software Engineering
12 13 (6.88%) Stakeholder and Relationship Management
12 13 (6.88%) Stakeholder Management
Programming Languages
1 81 (42.86%) Java
2 60 (31.75%) SQL
3 37 (19.58%) Python
4 30 (15.87%) Scala
5 28 (14.81%) JavaScript
6 25 (13.23%) C#
7 11 (5.82%) Ruby
8 8 (4.23%) T-SQL
9 7 (3.70%) PHP
9 7 (3.70%) R
10 6 (3.17%) Objective-C
10 6 (3.17%) PowerShell
11 5 (2.65%) C
11 5 (2.65%) C++
11 5 (2.65%) Groovy
11 5 (2.65%) MATLAB
12 4 (2.12%) Bash Shell
12 4 (2.12%) Shell Script
13 1 (0.53%) Go
13 1 (0.53%) XQuery
Qualifications
1 6 (3.17%) Degree
2 5 (2.65%) CCDE
2 5 (2.65%) CCIE
2 5 (2.65%) CCNP
2 5 (2.65%) CCSP
2 5 (2.65%) Cisco Certification
2 5 (2.65%) PhD
2 5 (2.65%) VMware Certified Professional (VCP)
3 3 (1.59%) Microsoft Certification
4 2 (1.06%) Postgraduate
5 1 (0.53%) PRINCE2 Certification
5 1 (0.53%) RHCE
Quality Assurance & Compliance
1 13 (6.88%) Data Quality
2 3 (1.59%) SLA
3 1 (0.53%) QA
System Software
1 20 (10.58%) Apache Flume
2 15 (7.94%) VMware Infrastructure
3 10 (5.29%) HDFS
4 5 (2.65%) KVM
4 5 (2.65%) vSphere
5 4 (2.12%) Hyper-V
6 3 (1.59%) Docker
6 3 (1.59%) Xen
7 1 (0.53%) Active Directory
Systems Management
1 11 (5.82%) Puppet
2 8 (4.23%) CA Single Sign-On
3 6 (3.17%) Opscode Chef
4 5 (2.65%) Ansible
4 5 (2.65%) Salt
5 3 (1.59%) Munin
5 3 (1.59%) Nagios
5 3 (1.59%) OpenNMS
5 3 (1.59%) Zenoss
6 1 (0.53%) CA Wily
6 1 (0.53%) HP SiteScope
Vendors
1 36 (19.05%) Microsoft
2 31 (16.40%) Oracle
3 21 (11.11%) Cloudera
4 18 (9.52%) Hortonworks
5 17 (8.99%) HP
6 15 (7.94%) VMware
7 14 (7.41%) ArcSight
7 14 (7.41%) CA
8 11 (5.82%) Cisco
9 9 (4.76%) F5
9 9 (4.76%) Juniper
9 9 (4.76%) MapR
9 9 (4.76%) Tableau
10 8 (4.23%) SAP
11 7 (3.70%) Red Hat
12 6 (3.17%) Blue Coat
12 6 (3.17%) Forcepoint
12 6 (3.17%) Google
12 6 (3.17%) IBM
12 6 (3.17%) Intel
West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 5 days ago
Leeds
Computer Futures
Salary: £40000 - £55000 per annum + Car Allowance, Pension
Posted: Yesterday
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 6 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 14 days ago
Leeds
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 15 days ago