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

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 112 175 202
Rank change year-on-year
+63 +27
Permanent jobs citing Big Data 87 33 32
As % of all permanent IT jobs located in West Yorkshire 2.22% 0.72% 0.64%
As % of the Database & Business Intelligence category 7.15% 2.08% 1.86%
Number of salaries quoted 63 27 31
Median salary £55,000 £45,000 £50,000
Median salary % change year-on-year
+22.22% -10.00%
90% offered a salary of more than £47,500 £39,000 £32,500
10% offered a salary of more than £73,700 £70,500 £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
1217 1585 1722
As % of all permanent IT jobs located in West Yorkshire 31.05% 34.60% 34.22%
Number of salaries quoted 1002 1326 1428
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 £28,500
10% offered a salary of more than £60,000 £50,000 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 June 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 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
Leeds +52 67 £55,000 +18.91% 4
Bradford +20 13 £47,500 +5.55% 1
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 27 June 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 83 (39.71%) Java
1 83 (39.71%) Agile Software Development
2 75 (35.89%) Hadoop
3 68 (32.54%) SQL
4 62 (29.67%) SQL Server
4 62 (29.67%) Data Warehouse
5 61 (29.19%) ETL
6 60 (28.71%) .NET
7 54 (25.84%) Business Intelligence
8 46 (22.01%) MS Excel
9 44 (21.05%) XML
9 44 (21.05%) Analytics
10 42 (20.10%) NoSQL
10 42 (20.10%) Web Services
11 40 (19.14%) SQL Server 2012
12 38 (18.18%) High Availability
12 38 (18.18%) Python
13 36 (17.22%) Microsoft
14 35 (16.75%) Oracle
14 35 (16.75%) SQL Server Integration Services
15 33 (15.79%) Linux
16 31 (14.83%) SQL Server 2014
17 30 (14.35%) C#
17 30 (14.35%) SOA
18 29 (13.88%) E-Commerce
18 29 (13.88%) JavaScript
18 29 (13.88%) Data Analytics
19 28 (13.40%) Scala
20 27 (12.92%) Apache Spark
20 27 (12.92%) Software Delivery

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 27 (12.92%) Apache Spark
2 16 (7.66%) Apache Pig
3 9 (4.31%) SAS
4 8 (3.83%) Elasticsearch
5 7 (3.35%) IIS
5 7 (3.35%) JBoss
5 7 (3.35%) WebSphere
6 6 (2.87%) Apache
7 5 (2.39%) SharePoint
8 4 (1.91%) CloudStack
9 3 (1.44%) Tomcat
10 2 (0.96%) Liferay
Applications
1 46 (22.01%) MS Excel
2 6 (2.87%) SPSS
3 2 (0.96%) MS Visio
Business Applications
1 3 (1.44%) Dynamics CRM
Cloud Services
1 21 (10.05%) Microsoft Azure
2 19 (9.09%) Amazon AWS
3 6 (2.87%) AWS CloudFormation
4 4 (1.91%) GitHub
4 4 (1.91%) Google Cloud Platform
5 3 (1.44%) PaaS
6 2 (0.96%) Cloud Computing
7 1 (0.48%) Google Analytics
Communications & Networking
1 9 (4.31%) Firewall
1 9 (4.31%) SAN
2 8 (3.83%) Internet
3 6 (2.87%) DNS
3 6 (2.87%) NAS
3 6 (2.87%) Reverse Proxy
4 5 (2.39%) BGP
4 5 (2.39%) HTTP
4 5 (2.39%) Network Security
5 3 (1.44%) VoIP
5 3 (1.44%) VPN
6 2 (0.96%) MVNO
7 1 (0.48%) AMQP
7 1 (0.48%) Kerberos
7 1 (0.48%) MQTT
7 1 (0.48%) Skype
Database & Business Intelligence
1 75 (35.89%) Hadoop
2 62 (29.67%) Data Warehouse
2 62 (29.67%) SQL Server
3 42 (20.10%) NoSQL
4 40 (19.14%) SQL Server 2012
5 35 (16.75%) SQL Server Integration Services
6 31 (14.83%) SQL Server 2014
7 24 (11.48%) SQL Server Reporting Services
8 23 (11.00%) Apache Hive
9 21 (10.05%) SQL Server 2016
10 20 (9.57%) SQL Server Analysis Services
11 15 (7.18%) MySQL
12 13 (6.22%) MongoDB
12 13 (6.22%) OLAP
12 13 (6.22%) Power BI
12 13 (6.22%) PowerPivot
13 12 (5.74%) Impala
14 11 (5.26%) Informix
14 11 (5.26%) SQL Server 2005
15 10 (4.78%) Relational Database
Development Applications
1 17 (8.13%) Jenkins
2 11 (5.26%) Talend Open Studio
3 10 (4.78%) Git (software)
4 8 (3.83%) JUnit
5 7 (3.35%) Introscope
5 7 (3.35%) LoadRunner
5 7 (3.35%) Subversion
6 4 (1.91%) JIRA
7 3 (1.44%) IntelliJ
7 3 (1.44%) Maven
8 1 (0.48%) Cucumber
8 1 (0.48%) Eclipse
8 1 (0.48%) Mockito
8 1 (0.48%) TeamCity
General
1 23 (11.00%) Finance
2 14 (6.70%) Marketing
3 11 (5.26%) Retail
4 9 (4.31%) Banking
5 7 (3.35%) Telecoms
6 3 (1.44%) Advertising
7 1 (0.48%) Billing
7 1 (0.48%) Games
7 1 (0.48%) Manufacturing
7 1 (0.48%) Retail Banking
Job Titles
1 71 (33.97%) Architect
2 48 (22.97%) Developer
3 32 (15.31%) Java Architect
4 30 (14.35%) Java Software Architect
5 23 (11.00%) Big Data Architect
6 22 (10.53%) .NET Architect
7 21 (10.05%) Data Architect
8 20 (9.57%) Software Architect
8 20 (9.57%) SQL Developer
9 16 (7.66%) Data Warehouse Architect
9 16 (7.66%) SSIS Developer
10 14 (6.70%) C# Architect
10 14 (6.70%) SQL Server Developer
11 13 (6.22%) ETL Architect
11 13 (6.22%) Java Developer
11 13 (6.22%) Java Technical Architect
11 13 (6.22%) Lead Developer
11 13 (6.22%) Solutions Architect
11 13 (6.22%) Technical Architect
12 12 (5.74%) Big Data Manager
Libraries, Frameworks & Software Standards
1 60 (28.71%) .NET
2 44 (21.05%) XML
3 42 (20.10%) Web Services
4 26 (12.44%) J2EE
5 23 (11.00%) Java EE
5 23 (11.00%) RESTful
6 20 (9.57%) WSDL
7 19 (9.09%) Node.js
8 16 (7.66%) Kafka
9 12 (5.74%) RabbitMQ
9 12 (5.74%) Spring
9 12 (5.74%) Velocity
10 9 (4.31%) JSON
11 7 (3.35%) ActiveMQ
11 7 (3.35%) Ajax
11 7 (3.35%) Hibernate
12 6 (2.87%) Apache Camel
13 5 (2.39%) D3.js
13 5 (2.39%) LAMP
13 5 (2.39%) NumPy
Miscellaneous
1 21 (10.05%) Visualisation
2 18 (8.61%) Cyberthreat
3 13 (6.22%) Cybercrime
3 13 (6.22%) Enterprise Software
4 12 (5.74%) Management Information System
4 12 (5.74%) Security Operations Centre
5 9 (4.31%) Analytical Skills
5 9 (4.31%) Data Integration
6 7 (3.35%) User Experience
7 6 (2.87%) Client/Server
7 6 (2.87%) Clustering
7 6 (2.87%) Credit Risk
7 6 (2.87%) Cyber Attack
7 6 (2.87%) Mathematics
8 5 (2.39%) iPad
8 5 (2.39%) RIA
9 4 (1.91%) Data Centre
9 4 (1.91%) Data Structures
9 4 (1.91%) Enterprise Storage
9 4 (1.91%) Public Cloud
Operating Systems
1 33 (15.79%) Linux
2 10 (4.78%) Windows
3 9 (4.31%) Red Hat Enterprise Linux
4 8 (3.83%) Unix
5 6 (2.87%) Android
6 4 (1.91%) Windows Server
7 3 (1.44%) Debian
8 1 (0.48%) Windows Server 2008
8 1 (0.48%) Windows Server 2012
Processes & Methodologies
1 83 (39.71%) Agile Software Development
2 61 (29.19%) ETL
3 54 (25.84%) Business Intelligence
4 44 (21.05%) Analytics
5 38 (18.18%) High Availability
6 30 (14.35%) SOA
7 29 (13.88%) Data Analytics
7 29 (13.88%) E-Commerce
8 27 (12.92%) Software Delivery
9 26 (12.44%) Cybersecurity
10 24 (11.48%) Kimball Methodology
11 23 (11.00%) CRM
12 20 (9.57%) Data Modelling
13 18 (8.61%) DevOps
13 18 (8.61%) SDLC
14 17 (8.13%) Data Visualisation
14 17 (8.13%) Inmon Methodology
14 17 (8.13%) Software Engineering
15 16 (7.66%) Continuous Integration
15 16 (7.66%) Line Management
Programming Languages
1 83 (39.71%) Java
2 68 (32.54%) SQL
3 38 (18.18%) Python
4 30 (14.35%) C#
5 29 (13.88%) JavaScript
6 28 (13.40%) Scala
7 11 (5.26%) Ruby
8 10 (4.78%) PHP
9 8 (3.83%) T-SQL
10 7 (3.35%) R
11 6 (2.87%) C
11 6 (2.87%) C++
11 6 (2.87%) Objective-C
11 6 (2.87%) PowerShell
12 5 (2.39%) Groovy
12 5 (2.39%) MATLAB
13 4 (1.91%) Bash Shell
13 4 (1.91%) Shell Script
14 1 (0.48%) Go
14 1 (0.48%) XQuery
Qualifications
1 9 (4.31%) PhD
2 7 (3.35%) CCDE
2 7 (3.35%) CCIE
2 7 (3.35%) CCNP
2 7 (3.35%) CCSP
2 7 (3.35%) Cisco Certification
2 7 (3.35%) VMware Certified Professional (VCP)
3 5 (2.39%) Degree
4 3 (1.44%) Microsoft Certification
5 2 (0.96%) Postgraduate
6 1 (0.48%) PRINCE2 Certification
6 1 (0.48%) RHCE
Quality Assurance & Compliance
1 25 (11.96%) Data Quality
2 3 (1.44%) SLA
3 1 (0.48%) QA
System Software
1 23 (11.00%) VMware Infrastructure
2 20 (9.57%) Apache Flume
3 13 (6.22%) HDFS
4 6 (2.87%) vSphere
5 5 (2.39%) KVM
6 4 (1.91%) Docker
6 4 (1.91%) Hyper-V
7 3 (1.44%) Xen
8 1 (0.48%) Active Directory
Systems Management
1 17 (8.13%) Puppet
2 8 (3.83%) CA Single Sign-On
2 8 (3.83%) Opscode Chef
3 7 (3.35%) Ansible
3 7 (3.35%) CA Wily
3 7 (3.35%) HP SiteScope
3 7 (3.35%) Salt
4 4 (1.91%) Nagios
5 3 (1.44%) Munin
5 3 (1.44%) OpenNMS
5 3 (1.44%) Zenoss
6 1 (0.48%) Cacti
6 1 (0.48%) Graphite
6 1 (0.48%) Opsview
Vendors
1 36 (17.22%) Microsoft
2 35 (16.75%) Oracle
3 25 (11.96%) Cloudera
3 25 (11.96%) Hortonworks
4 24 (11.48%) HP
5 23 (11.00%) VMware
6 14 (6.70%) ArcSight
6 14 (6.70%) CA
7 13 (6.22%) Cisco
8 12 (5.74%) F5
8 12 (5.74%) MapR
9 11 (5.26%) Talend
10 9 (4.31%) Juniper
10 9 (4.31%) Red Hat
10 9 (4.31%) Tableau
11 8 (3.83%) SAP
12 7 (3.35%) Citrix
12 7 (3.35%) Informatica
12 7 (3.35%) Symantec
12 7 (3.35%) Teradata
Leeds, West Yorkshire
Hainton Recruitment
Salary: £43000 - £53000 per annum + 34 Days Holiday + Generous Pension
Posted: 6 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £65000.00 - £75000.00 per annum + Car Allowance + Benefits
Posted: 5 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £70000.00 - £85000.00 per annum
Posted: 6 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 21 days ago