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

3 months to
29 May 2016
Same period 2015 Same period 2014
Big Data
Rank 89 183 210
Rank change year-on-year
+94 +27
Permanent jobs citing Big Data 116 25 16
As % of all permanent IT jobs located in West Yorkshire 2.93% 0.54% 0.32%
As % of the Database & Business Intelligence category 8.96% 1.67% 0.92%
Number of salaries quoted 71 21 15
Median salary £55,000 £62,000 £50,000
Median salary % change year-on-year
-11.29% +24.00%
90% offered a salary of more than £42,500 £40,000 £35,500
10% offered a salary of more than £70,000 £75,000 £65,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1295 1494 1734
As % of all permanent IT jobs located in West Yorkshire 32.69% 32.52% 34.16%
Number of salaries quoted 1041 1230 1473
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £57,500 £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 29 May 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 29 May 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 +90 102 £55,000 -15.05% 7
Bradford +15 8 £48,750 -2.50%
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 29 May 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 93 (43.26%) Agile Software Development
2 81 (37.67%) Java
3 77 (35.81%) Hadoop
4 72 (33.49%) SQL
4 72 (33.49%) ETL
5 71 (33.02%) Data Warehouse
6 70 (32.56%) SQL Server
7 68 (31.63%) .NET
8 53 (24.65%) Business Intelligence
9 48 (22.33%) MS Excel
10 47 (21.86%) SQL Server 2012
11 46 (21.40%) High Availability
11 46 (21.40%) Analytics
12 43 (20.00%) XML
13 40 (18.60%) SQL Server 2014
14 38 (17.67%) Web Services
15 37 (17.21%) Linux
15 37 (17.21%) NoSQL
16 36 (16.74%) Data Quality
16 36 (16.74%) Oracle
17 35 (16.28%) E-Commerce
17 35 (16.28%) SQL Server Integration Services
18 34 (15.81%) Python
18 34 (15.81%) Data Analytics
19 32 (14.88%) C#
20 31 (14.42%) SOA
20 31 (14.42%) Hortonworks
21 30 (13.95%) Microsoft
22 29 (13.49%) Kimball Methodology
22 29 (13.49%) 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 26 (12.09%) Apache Spark
2 20 (9.30%) Apache Pig
3 16 (7.44%) Node.js
4 10 (4.65%) SAS
5 8 (3.72%) Elasticsearch
6 7 (3.26%) IIS
6 7 (3.26%) JBoss
6 7 (3.26%) WebSphere
7 6 (2.79%) CloudStack
8 5 (2.33%) Apache
8 5 (2.33%) SharePoint
9 3 (1.40%) Tomcat
10 2 (0.93%) Liferay
Applications
1 48 (22.33%) MS Excel
2 6 (2.79%) SPSS
3 2 (0.93%) MS Visio
Business Applications
1 3 (1.40%) Dynamics CRM
Cloud Services
1 23 (10.70%) Microsoft Azure
2 17 (7.91%) Amazon AWS
3 7 (3.26%) GitHub
4 6 (2.79%) AWS CloudFormation
5 2 (0.93%) Cloud Computing
5 2 (0.93%) Google Cloud Platform
6 1 (0.47%) Google Analytics
6 1 (0.47%) PaaS
Communications & Networking
1 9 (4.19%) Firewall
1 9 (4.19%) SAN
2 6 (2.79%) NAS
2 6 (2.79%) Reverse Proxy
3 5 (2.33%) DNS
4 4 (1.86%) BGP
4 4 (1.86%) HTTP
4 4 (1.86%) Internet
4 4 (1.86%) Network Security
5 3 (1.40%) VoIP
5 3 (1.40%) VPN
6 2 (0.93%) MVNO
7 1 (0.47%) Kerberos
7 1 (0.47%) Skype
Database & Business Intelligence
1 77 (35.81%) Hadoop
2 71 (33.02%) Data Warehouse
3 70 (32.56%) SQL Server
4 47 (21.86%) SQL Server 2012
5 40 (18.60%) SQL Server 2014
6 37 (17.21%) NoSQL
7 35 (16.28%) SQL Server Integration Services
8 28 (13.02%) Apache Hive
9 20 (9.30%) SQL Server Reporting Services
10 19 (8.84%) SQL Server Analysis Services
11 18 (8.37%) MongoDB
12 17 (7.91%) SQL Server 2016
13 15 (6.98%) Impala
14 13 (6.05%) MySQL
14 13 (6.05%) OLAP
15 11 (5.12%) Power BI
15 11 (5.12%) PowerPivot
15 11 (5.12%) SQL Server 2005
16 10 (4.65%) QlikView
17 8 (3.72%) Relational Database
Development Applications
1 24 (11.16%) Jenkins
2 17 (7.91%) Talend Open Studio
3 12 (5.58%) Git (software)
4 9 (4.19%) Subversion
5 8 (3.72%) JUnit
6 7 (3.26%) Introscope
6 7 (3.26%) LoadRunner
7 6 (2.79%) JIRA
8 3 (1.40%) IntelliJ
8 3 (1.40%) Maven
9 1 (0.47%) Cucumber
9 1 (0.47%) Eclipse
9 1 (0.47%) Mockito
9 1 (0.47%) TeamCity
General
1 25 (11.63%) Finance
2 19 (8.84%) Marketing
3 14 (6.51%) Retail
4 9 (4.19%) Banking
5 8 (3.72%) Telecoms
6 3 (1.40%) Advertising
7 1 (0.47%) Billing
7 1 (0.47%) Games
7 1 (0.47%) Manufacturing
7 1 (0.47%) Retail Banking
Job Titles
1 73 (33.95%) Architect
2 43 (20.00%) Developer
3 31 (14.42%) Java Architect
4 30 (13.95%) Java Software Architect
5 23 (10.70%) Data Architect
6 21 (9.77%) .NET Architect
6 21 (9.77%) Big Data Architect
6 21 (9.77%) Software Architect
7 19 (8.84%) SQL Developer
8 17 (7.91%) Data Warehouse Architect
9 16 (7.44%) ETL Architect
10 14 (6.51%) SQL Server Developer
10 14 (6.51%) SSIS Developer
11 13 (6.05%) C# Architect
11 13 (6.05%) Consultant
12 12 (5.58%) Analyst
12 12 (5.58%) Java Technical Architect
12 12 (5.58%) Project Manager
12 12 (5.58%) Solutions Architect
12 12 (5.58%) Technical Architect
Libraries, Frameworks & Software Standards
1 68 (31.63%) .NET
2 43 (20.00%) XML
3 38 (17.67%) Web Services
4 25 (11.63%) J2EE
5 24 (11.16%) RESTful
6 22 (10.23%) Java EE
7 21 (9.77%) WSDL
8 20 (9.30%) Kafka
9 13 (6.05%) RabbitMQ
9 13 (6.05%) Velocity
10 12 (5.58%) Spring
11 9 (4.19%) ActiveMQ
12 7 (3.26%) Ajax
12 7 (3.26%) Hibernate
12 7 (3.26%) Middleware
12 7 (3.26%) Spring XD
13 6 (2.79%) Apache Camel
14 5 (2.33%) D3.js
14 5 (2.33%) JSON
14 5 (2.33%) NumPy
Miscellaneous
1 26 (12.09%) Visualisation
2 18 (8.37%) Cyberthreat
3 13 (6.05%) Cybercrime
3 13 (6.05%) Management Information System
4 12 (5.58%) Enterprise Software
4 12 (5.58%) Security Operations Centre
5 10 (4.65%) Analytical Skills
6 9 (4.19%) Mathematics
7 7 (3.26%) Clustering
7 7 (3.26%) User Experience
8 6 (2.79%) Client/Server
8 6 (2.79%) Credit Risk
8 6 (2.79%) Cyber Attack
8 6 (2.79%) Data Centre
8 6 (2.79%) Enterprise Storage
8 6 (2.79%) Public Cloud
9 5 (2.33%) Data Integration
9 5 (2.33%) iPad
10 4 (1.86%) Data Structures
10 4 (1.86%) RIA
Operating Systems
1 37 (17.21%) Linux
2 12 (5.58%) Windows
3 11 (5.12%) Red Hat Enterprise Linux
3 11 (5.12%) Unix
4 6 (2.79%) Android
5 4 (1.86%) Windows Server
6 3 (1.40%) Debian
7 1 (0.47%) Windows Server 2008
7 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 93 (43.26%) Agile Software Development
2 72 (33.49%) ETL
3 53 (24.65%) Business Intelligence
4 46 (21.40%) Analytics
4 46 (21.40%) High Availability
5 35 (16.28%) E-Commerce
6 34 (15.81%) Data Analytics
7 31 (14.42%) SOA
8 29 (13.49%) Kimball Methodology
8 29 (13.49%) Software Delivery
9 28 (13.02%) CRM
10 27 (12.56%) Cybersecurity
11 26 (12.09%) Inmon Methodology
12 24 (11.16%) SDLC
13 21 (9.77%) Continuous Integration
13 21 (9.77%) DevOps
13 21 (9.77%) Line Management
13 21 (9.77%) Software Engineering
14 18 (8.37%) Data Architecture
14 18 (8.37%) Data Visualisation
Programming Languages
1 81 (37.67%) Java
2 72 (33.49%) SQL
3 34 (15.81%) Python
4 32 (14.88%) C#
5 28 (13.02%) JavaScript
6 24 (11.16%) Scala
7 11 (5.12%) PHP
8 8 (3.72%) R
8 8 (3.72%) Ruby
9 6 (2.79%) Objective-C
9 6 (2.79%) PowerShell
10 5 (2.33%) C
10 5 (2.33%) C++
10 5 (2.33%) Groovy
10 5 (2.33%) MATLAB
11 4 (1.86%) Bash Shell
11 4 (1.86%) Shell Script
11 4 (1.86%) T-SQL
12 1 (0.47%) Go
12 1 (0.47%) VBA
Qualifications
1 12 (5.58%) PhD
2 9 (4.19%) CCDE
2 9 (4.19%) CCIE
2 9 (4.19%) CCNP
2 9 (4.19%) CCSP
2 9 (4.19%) Cisco Certification
2 9 (4.19%) VMware Certified Professional (VCP)
3 4 (1.86%) Degree
4 3 (1.40%) Microsoft Certification
5 2 (0.93%) Postgraduate
6 1 (0.47%) PRINCE2 Certification
6 1 (0.47%) RHCE
Quality Assurance & Compliance
1 36 (16.74%) Data Quality
2 3 (1.40%) SLA
3 1 (0.47%) QA
System Software
1 23 (10.70%) VMware Infrastructure
2 19 (8.84%) Apache Flume
3 16 (7.44%) HDFS
4 6 (2.79%) Docker
4 6 (2.79%) vSphere
5 5 (2.33%) KVM
6 3 (1.40%) Xen
7 2 (0.93%) Hyper-V
8 1 (0.47%) Active Directory
Systems Management
1 22 (10.23%) Puppet
2 10 (4.65%) Opscode Chef
3 9 (4.19%) Ansible
3 9 (4.19%) Salt
4 8 (3.72%) CA Single Sign-On
5 7 (3.26%) CA Wily
5 7 (3.26%) HP SiteScope
6 6 (2.79%) Nagios
7 3 (1.40%) Cacti
7 3 (1.40%) Graphite
7 3 (1.40%) Munin
7 3 (1.40%) OpenNMS
7 3 (1.40%) Opsview
7 3 (1.40%) Zenoss
Vendors
1 36 (16.74%) Oracle
2 31 (14.42%) Hortonworks
3 30 (13.95%) Microsoft
4 28 (13.02%) Cloudera
5 24 (11.16%) HP
6 23 (10.70%) VMware
7 17 (7.91%) Talend
8 15 (6.98%) Cisco
8 15 (6.98%) MapR
9 14 (6.51%) ArcSight
9 14 (6.51%) CA
10 13 (6.05%) F5
11 11 (5.12%) Informatica
11 11 (5.12%) Netezza
11 11 (5.12%) Red Hat
11 11 (5.12%) Teradata
12 10 (4.65%) Tableau
13 9 (4.19%) Juniper
13 9 (4.19%) SolarWinds
13 9 (4.19%) Symantec
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £50,000 per annum + 10% Bonus
Posted: 4 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £55000 per annum
Posted: 3 days ago
Leeds
BAE Systems Applied Intelligence
Posted: 19 days ago
Leeds
Computer Futures
Salary: £39999 - £65000 per annum + home working
Posted: 26 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 19 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Unspecified Competitive
Posted: Yesterday