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

3 months to
25 May 2016
Same period 2015 Same period 2014
Big Data
Rank 119 222 245
Rank change year-on-year
+103 +23
Permanent jobs citing Big Data 137 30 18
As % of all permanent IT jobs located in Yorkshire 2.33% 0.45% 0.25%
As % of the Database & Business Intelligence category 7.28% 1.36% 0.77%
Number of salaries quoted 84 23 16
Median salary £55,000 £62,000 £46,250
Median salary % change year-on-year
-11.29% +34.05%
90% offered a salary of more than £42,500 £35,000 £32,750
10% offered a salary of more than £70,000 £73,500 £65,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1881 2205 2334
As % of all permanent IT jobs located in Yorkshire 32.02% 32.98% 32.83%
Number of salaries quoted 1525 1863 1988
Median salary £40,000 £39,500 £37,500
Median salary % change year-on-year
+1.26% +5.33%
90% offered a salary of more than £30,000 £30,000 £27,919
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 25 May 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 25 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
West Yorkshire +93 125 £55,000 -18.51% 8
North Yorkshire +5 4 £42,500 -5.55% 1
South Yorkshire +19 2 £65,000 +27.45% 1
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 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 Yorkshire region with a requirement for Big Data.

1 103 (42.74%) Agile Software Development
2 89 (36.93%) Java
3 86 (35.68%) Hadoop
4 80 (33.20%) SQL
5 73 (30.29%) ETL
6 71 (29.46%) Data Warehouse
6 71 (29.46%) SQL Server
7 67 (27.80%) .NET
8 54 (22.41%) Business Intelligence
9 53 (21.99%) High Availability
10 49 (20.33%) MS Excel
11 48 (19.92%) SQL Server 2012
11 48 (19.92%) Analytics
12 45 (18.67%) NoSQL
13 44 (18.26%) Oracle
13 44 (18.26%) Linux
14 43 (17.84%) XML
15 40 (16.60%) SQL Server 2014
16 39 (16.18%) Web Services
17 36 (14.94%) E-Commerce
17 36 (14.94%) Python
17 36 (14.94%) Data Quality
17 36 (14.94%) Hortonworks
18 35 (14.52%) SQL Server Integration Services
19 34 (14.11%) Data Analytics
20 33 (13.69%) C#
20 33 (13.69%) Microsoft
21 32 (13.28%) Jenkins
21 32 (13.28%) MongoDB
22 31 (12.86%) SOA

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 (11.62%) Apache Spark
2 22 (9.13%) Apache Pig
3 17 (7.05%) Node.js
4 12 (4.98%) CloudStack
5 10 (4.15%) SAS
6 8 (3.32%) Apache
6 8 (3.32%) Elasticsearch
7 7 (2.90%) IIS
7 7 (2.90%) JBoss
7 7 (2.90%) WebSphere
8 5 (2.07%) SharePoint
9 3 (1.24%) Tomcat
10 2 (0.83%) Liferay
11 1 (0.41%) CMS
11 1 (0.41%) OpenStack
Applications
1 49 (20.33%) MS Excel
2 6 (2.49%) SPSS
3 2 (0.83%) MS Visio
4 1 (0.41%) Mingle
Business Applications
1 3 (1.24%) Dynamics CRM
Cloud Services
1 29 (12.03%) Microsoft Azure
2 25 (10.37%) Amazon AWS
3 7 (2.90%) GitHub
4 6 (2.49%) AWS CloudFormation
5 2 (0.83%) Cloud Computing
5 2 (0.83%) Google Cloud Platform
6 1 (0.41%) Google Analytics
6 1 (0.41%) PaaS
6 1 (0.41%) SaaS
6 1 (0.41%) Trello
Communications & Networking
1 12 (4.98%) SAN
2 9 (3.73%) Firewall
3 6 (2.49%) NAS
3 6 (2.49%) Reverse Proxy
4 5 (2.07%) DNS
4 5 (2.07%) Internet
5 4 (1.66%) BGP
5 4 (1.66%) HTTP
5 4 (1.66%) Network Security
6 3 (1.24%) VoIP
6 3 (1.24%) VPN
7 2 (0.83%) MVNO
8 1 (0.41%) Kerberos
8 1 (0.41%) Skype
Database & Business Intelligence
1 86 (35.68%) Hadoop
2 71 (29.46%) Data Warehouse
2 71 (29.46%) SQL Server
3 48 (19.92%) SQL Server 2012
4 45 (18.67%) NoSQL
5 40 (16.60%) SQL Server 2014
6 35 (14.52%) SQL Server Integration Services
7 32 (13.28%) MongoDB
8 30 (12.45%) Apache Hive
9 20 (8.30%) MySQL
9 20 (8.30%) SQL Server Reporting Services
10 19 (7.88%) SQL Server Analysis Services
11 17 (7.05%) SQL Server 2016
12 15 (6.22%) Impala
13 13 (5.39%) OLAP
14 11 (4.56%) Power BI
14 11 (4.56%) PowerPivot
14 11 (4.56%) SQL Server 2005
15 10 (4.15%) QlikView
16 9 (3.73%) Relational Database
Development Applications
1 32 (13.28%) Jenkins
2 19 (7.88%) Git (software)
3 17 (7.05%) Talend Open Studio
4 15 (6.22%) Subversion
5 14 (5.81%) JIRA
6 9 (3.73%) JUnit
7 7 (2.90%) Introscope
7 7 (2.90%) LoadRunner
8 5 (2.07%) Maven
9 3 (1.24%) Cucumber
9 3 (1.24%) IntelliJ
10 2 (0.83%) NUnit
10 2 (0.83%) Selenium
10 2 (0.83%) WebDriver
11 1 (0.41%) Ant
11 1 (0.41%) Eclipse
11 1 (0.41%) ERwin
11 1 (0.41%) Mockito
11 1 (0.41%) PowerDesigner
11 1 (0.41%) TeamCity
General
1 30 (12.45%) Finance
2 19 (7.88%) Marketing
2 19 (7.88%) Retail
3 14 (5.81%) Banking
4 8 (3.32%) Telecoms
5 3 (1.24%) Advertising
6 1 (0.41%) Billing
6 1 (0.41%) Games
6 1 (0.41%) Manufacturing
6 1 (0.41%) Retail Banking
Job Titles
1 72 (29.88%) Architect
2 48 (19.92%) Developer
3 30 (12.45%) Java Architect
3 30 (12.45%) Java Software Architect
4 23 (9.54%) Data Architect
5 21 (8.71%) Big Data Architect
5 21 (8.71%) Software Architect
6 20 (8.30%) .NET Architect
7 19 (7.88%) SQL Developer
8 17 (7.05%) Data Warehouse Architect
9 16 (6.64%) ETL Architect
10 15 (6.22%) Analyst
11 14 (5.81%) SQL Server Developer
11 14 (5.81%) SSIS Developer
12 13 (5.39%) Consultant
13 12 (4.98%) C# Architect
13 12 (4.98%) Cloud Engineer
13 12 (4.98%) Project Manager
14 11 (4.56%) Big Data Manager
14 11 (4.56%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 67 (27.80%) .NET
2 43 (17.84%) XML
3 39 (16.18%) Web Services
4 25 (10.37%) J2EE
5 24 (9.96%) RESTful
6 21 (8.71%) Java EE
6 21 (8.71%) WSDL
7 20 (8.30%) Kafka
8 19 (7.88%) RabbitMQ
9 15 (6.22%) ActiveMQ
10 13 (5.39%) Spring
10 13 (5.39%) Velocity
11 8 (3.32%) Hibernate
12 7 (2.90%) Ajax
12 7 (2.90%) Middleware
12 7 (2.90%) Spring XD
13 6 (2.49%) Apache Camel
14 5 (2.07%) D3.js
14 5 (2.07%) JSON
14 5 (2.07%) NumPy
Miscellaneous
1 26 (10.79%) Visualisation
2 18 (7.47%) Cyberthreat
3 13 (5.39%) Cybercrime
3 13 (5.39%) Management Information System
4 12 (4.98%) Data Centre
4 12 (4.98%) Enterprise Storage
4 12 (4.98%) Public Cloud
4 12 (4.98%) Security Operations Centre
5 11 (4.56%) Analytical Skills
5 11 (4.56%) Enterprise Software
6 10 (4.15%) Clustering
6 10 (4.15%) Mathematics
7 7 (2.90%) iPad
7 7 (2.90%) User Experience
8 6 (2.49%) Client/Server
8 6 (2.49%) Credit Risk
8 6 (2.49%) Cyber Attack
9 5 (2.07%) Data Integration
9 5 (2.07%) Data Structures
10 4 (1.66%) RIA
Operating Systems
1 44 (18.26%) Linux
2 18 (7.47%) Windows
3 17 (7.05%) Red Hat Enterprise Linux
4 11 (4.56%) Unix
5 6 (2.49%) Android
6 4 (1.66%) Windows Server
7 3 (1.24%) Debian
8 1 (0.41%) Windows Server 2008
8 1 (0.41%) Windows Server 2012
Processes & Methodologies
1 103 (42.74%) Agile Software Development
2 73 (30.29%) ETL
3 54 (22.41%) Business Intelligence
4 53 (21.99%) High Availability
5 48 (19.92%) Analytics
6 36 (14.94%) E-Commerce
7 34 (14.11%) Data Analytics
8 31 (12.86%) SOA
9 30 (12.45%) Continuous Integration
10 29 (12.03%) Kimball Methodology
10 29 (12.03%) Software Delivery
11 28 (11.62%) CRM
11 28 (11.62%) Cybersecurity
12 26 (10.79%) Inmon Methodology
13 24 (9.96%) SDLC
14 23 (9.54%) DevOps
14 23 (9.54%) Software Engineering
15 21 (8.71%) Line Management
16 19 (7.88%) Data Architecture
17 18 (7.47%) Data Visualisation
Programming Languages
1 89 (36.93%) Java
2 80 (33.20%) SQL
3 36 (14.94%) Python
4 33 (13.69%) C#
5 28 (11.62%) JavaScript
6 25 (10.37%) Scala
7 12 (4.98%) PHP
8 10 (4.15%) Ruby
9 8 (3.32%) R
10 6 (2.49%) Groovy
10 6 (2.49%) Objective-C
10 6 (2.49%) PowerShell
11 5 (2.07%) Bash Shell
11 5 (2.07%) C
11 5 (2.07%) C++
11 5 (2.07%) MATLAB
12 4 (1.66%) PL/SQL
12 4 (1.66%) Shell Script
12 4 (1.66%) T-SQL
13 3 (1.24%) Perl
Qualifications
1 15 (6.22%) CCDE
1 15 (6.22%) CCIE
1 15 (6.22%) CCNP
1 15 (6.22%) CCSP
1 15 (6.22%) Cisco Certification
1 15 (6.22%) VMware Certified Professional (VCP)
2 12 (4.98%) PhD
3 6 (2.49%) Degree
4 3 (1.24%) Microsoft Certification
5 2 (0.83%) Postgraduate
6 1 (0.41%) PRINCE2 Certification
6 1 (0.41%) RHCE
Quality Assurance & Compliance
1 36 (14.94%) Data Quality
2 3 (1.24%) QA
2 3 (1.24%) SLA
System Software
1 30 (12.45%) VMware Infrastructure
2 19 (7.88%) Apache Flume
3 17 (7.05%) HDFS
4 9 (3.73%) vSphere
5 8 (3.32%) Docker
6 6 (2.49%) KVM
7 3 (1.24%) Xen
8 2 (0.83%) Hyper-V
9 1 (0.41%) Active Directory
9 1 (0.41%) Apache ZooKeeper
Systems Management
1 29 (12.03%) Puppet
2 18 (7.47%) Opscode Chef
3 16 (6.64%) Ansible
3 16 (6.64%) Salt
4 10 (4.15%) Nagios
5 8 (3.32%) CA Single Sign-On
6 7 (2.90%) CA Wily
6 7 (2.90%) HP SiteScope
7 6 (2.49%) Cacti
7 6 (2.49%) Graphite
7 6 (2.49%) Opsview
8 3 (1.24%) Munin
8 3 (1.24%) OpenNMS
8 3 (1.24%) Zenoss
9 1 (0.41%) Ambari
9 1 (0.41%) Oozie
Vendors
1 44 (18.26%) Oracle
2 36 (14.94%) Hortonworks
3 33 (13.69%) Microsoft
4 30 (12.45%) VMware
5 28 (11.62%) Cloudera
6 27 (11.20%) HP
7 21 (8.71%) Cisco
8 19 (7.88%) F5
9 17 (7.05%) Red Hat
9 17 (7.05%) Talend
10 16 (6.64%) MapR
11 15 (6.22%) CA
11 15 (6.22%) Symantec
12 14 (5.81%) ArcSight
13 12 (4.98%) SolarWinds
14 11 (4.56%) Informatica
14 11 (4.56%) Netezza
14 11 (4.56%) Teradata
15 10 (4.15%) Tableau
16 9 (3.73%) Juniper
Leeds, West Yorkshire
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Salary: £50000 - £55000 per annum
Posted: 1 hour ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 1 hour ago
Harrogate, North Yorkshire
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Salary: £60000 - £70000 per annum + Benefits
Posted: 2 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £50,000 per annum + 10% Bonus
Posted: Yesterday
Sheffield, South Yorkshire
Ascent People Ltd
Salary: £55000 - £60000 per annum + Benefits
Posted: 5 days ago
Leeds
Searchability
Salary: £50000 - £53000 per annum + Benefits
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Leeds, West Yorkshire
Vodafone
Salary: Unspecified
Posted: 13 days ago
Leeds
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Posted: 15 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 15 days ago
Leeds
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Salary: £39999 - £65000 per annum + home working
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