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 average salaries offered in IT jobs that have cited Big Data over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Big Data
Rank 162 175 204
Rank change year-on-year
+13 +29
Permanent jobs citing Big Data 96 89 50
As % of all permanent IT jobs located in Yorkshire 1.52% 1.24% 0.74%
As % of the Database & Business Intelligence category 4.33% 4.06% 2.06%
Number of salaries quoted 57 75 41
Average salary £60,000 £45,000 £50,000
Average salary % change year-on-year
+33.33% -10.00%
90% offered a salary of more than £29,000 £35,000 £40,000
10% offered a salary of more than £70,000 £61,215 £79,500
UK excluding London average salary £50,000 £50,000 £50,000
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
2218 2193 2427
As % of all permanent IT jobs located in Yorkshire 35.20% 30.59% 36.12%
Number of salaries quoted 1810 1888 1991
Average salary £40,000 £40,000 £37,500
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £57,000 £50,000 £50,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Big Data
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing Big Data across the Yorkshire region as a proportion of the total demand within 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 12 February 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 average salaries quoted in IT jobs citing Big Data within the Yorkshire region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -7 83 £60,250 +33.88% 13
South Yorkshire - 11 £29,000 - 1
North Yorkshire +14 2 £37,500 -7.40% 4
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 12 February 2016, IT jobs across the Yorkshire region citing Big Data also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data.

1 67 (42.41%) Agile Software Development
2 57 (36.08%) High Availability
3 56 (35.44%) Java
4 54 (34.18%) ETL
5 51 (32.28%) SQL
6 47 (29.75%) XML
7 45 (28.48%) Hadoop
8 43 (27.22%) Oracle
9 42 (26.58%) .NET
10 41 (25.95%) Data Warehouse
11 40 (25.32%) Linux
12 38 (24.05%) SQL Server
13 33 (20.89%) Continuous Integration
14 29 (18.35%) MongoDB
15 28 (17.72%) Data Quality
15 28 (17.72%) Python
15 28 (17.72%) TDD
16 26 (16.46%) JavaScript
17 25 (15.82%) E-Commerce
17 25 (15.82%) Jenkins
18 24 (15.19%) SQL Server 2012
18 24 (15.19%) SQL Server 2014
18 24 (15.19%) VMware
18 24 (15.19%) VMware Infrastructure
19 23 (14.56%) Finance
19 23 (14.56%) J2EE
19 23 (14.56%) Analytics
19 23 (14.56%) Puppet
19 23 (14.56%) Apache Hive
20 22 (13.92%) Scala

Big Data
Top Related IT Skills in Yorkshire by Category

For the 6 months to 12 February 2016, IT jobs across the Yorkshire region citing Big Data also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data. Up to 20 skills are shown per category.

Application Platforms
1 22 (13.92%) WebSphere
2 19 (12.03%) Node.js
3 18 (11.39%) Apache
4 15 (9.49%) Apache Pig
5 14 (8.86%) Apache Spark
6 12 (7.59%) IIS
6 12 (7.59%) JBoss
7 10 (6.33%) CloudStack
8 6 (3.80%) GlassFish
9 5 (3.16%) SAS
10 1 (0.63%) CMS
10 1 (0.63%) OpenStack
10 1 (0.63%) SharePoint
10 1 (0.63%) Tomcat
Applications
1 21 (13.29%) MS Excel
2 1 (0.63%) Mingle
Business Applications
1 1 (0.63%) Dynamics CRM
Cloud Services
1 14 (8.86%) Amazon AWS
2 11 (6.96%) Microsoft Azure
3 10 (6.33%) GitHub
4 1 (0.63%) Cloud Computing
4 1 (0.63%) IaaS
4 1 (0.63%) SaaS
4 1 (0.63%) Trello
Communications & Networking
1 10 (6.33%) BGP
1 10 (6.33%) Network Security
2 6 (3.80%) DNS
2 6 (3.80%) Firewall
2 6 (3.80%) Internet
3 5 (3.16%) Cisco ASA
3 5 (3.16%) Cisco IOS
3 5 (3.16%) HTTP
3 5 (3.16%) LAN
3 5 (3.16%) MPLS
3 5 (3.16%) OSPF
3 5 (3.16%) WAN
3 5 (3.16%) Wireless
4 4 (2.53%) SAN
5 1 (0.63%) VoIP
5 1 (0.63%) VPN
Database & Business Intelligence
1 45 (28.48%) Hadoop
2 41 (25.95%) Data Warehouse
3 38 (24.05%) SQL Server
4 29 (18.35%) MongoDB
5 24 (15.19%) SQL Server 2012
5 24 (15.19%) SQL Server 2014
6 23 (14.56%) Apache Hive
7 19 (12.03%) NoSQL
8 16 (10.13%) MySQL
9 11 (6.96%) Neo4j
10 10 (6.33%) Pentaho
11 9 (5.70%) SQL Server Integration Services
12 7 (4.43%) Oracle Database
12 7 (4.43%) Oracle Database 10g
12 7 (4.43%) Oracle Database 11g
13 6 (3.80%) Impala
14 5 (3.16%) Informix
15 4 (2.53%) SQL Server Reporting Services
16 3 (1.90%) SQL Server Analysis Services
17 2 (1.27%) HBase
Development Applications
1 25 (15.82%) Jenkins
2 16 (10.13%) Talend Open Studio
3 14 (8.86%) Git (software)
3 14 (8.86%) JUnit
4 12 (7.59%) Introscope
4 12 (7.59%) LoadRunner
4 12 (7.59%) Subversion
5 11 (6.96%) JIRA
6 5 (3.16%) VSS/SourceSafe
7 3 (1.90%) Selenium
8 2 (1.27%) Bower
8 2 (1.27%) Grunt
8 2 (1.27%) gulp
8 2 (1.27%) Jasmine
8 2 (1.27%) Karma Test Runner
8 2 (1.27%) Maven
8 2 (1.27%) Oracle APEX
8 2 (1.27%) Protractor
9 1 (0.63%) VersionOne
9 1 (0.63%) WebDriver
General
1 23 (14.56%) Finance
2 12 (7.59%) Marketing
3 6 (3.80%) Retail
4 4 (2.53%) Telecoms
5 3 (1.90%) Advertising
6 2 (1.27%) Banking
6 2 (1.27%) Manufacturing
7 1 (0.63%) Games
Job Titles
1 45 (28.48%) Architect
2 29 (18.35%) Developer
3 15 (9.49%) Analyst
3 15 (9.49%) Data Architect
4 14 (8.86%) Consultant
5 12 (7.59%) Data Consultant
6 10 (6.33%) Big Data Consultant
6 10 (6.33%) Data Analyst
6 10 (6.33%) Data Scientist
6 10 (6.33%) Data Warehouse Architect
6 10 (6.33%) ETL Architect
6 10 (6.33%) Performance Architect
6 10 (6.33%) Senior Developer
6 10 (6.33%) Systems Engineer
7 9 (5.70%) Business Analyst
7 9 (5.70%) Java Architect
7 9 (5.70%) Linux Engineer
8 8 (5.06%) Big Data Engineer
8 8 (5.06%) Business Consultant
8 8 (5.06%) Solutions Architect
Libraries, Frameworks & Software Standards
1 47 (29.75%) XML
2 42 (26.58%) .NET
3 23 (14.56%) J2EE
4 16 (10.13%) RabbitMQ
5 14 (8.86%) Spring
5 14 (8.86%) Web Services
6 13 (8.23%) Hibernate
7 12 (7.59%) Ajax
8 11 (6.96%) ActiveMQ
9 10 (6.33%) Java EE
9 10 (6.33%) Middleware
9 10 (6.33%) Spring XD
10 8 (5.06%) WSDL
11 7 (4.43%) Kafka
11 7 (4.43%) RESTful
12 6 (3.80%) Grails
12 6 (3.80%) HTML
12 6 (3.80%) JAXB
13 5 (3.16%) CSS
13 5 (3.16%) LAMP
Miscellaneous
1 21 (13.29%) Visualisation
2 18 (11.39%) Analytical Skills
3 13 (8.23%) User Experience
4 11 (6.96%) Clustering
4 11 (6.96%) Data Centre
5 10 (6.33%) Enterprise Storage
5 10 (6.33%) Mathematics
5 10 (6.33%) Public Cloud
6 9 (5.70%) Enterprise Software
7 5 (3.16%) RIA
8 3 (1.90%) iPad
8 3 (1.90%) Management Information System
9 2 (1.27%) Inversion of Control
10 1 (0.63%) Computer Science
10 1 (0.63%) Cybercrime
10 1 (0.63%) Data Structures
10 1 (0.63%) Replication
10 1 (0.63%) Social Media
10 1 (0.63%) W3C
Operating Systems
1 40 (25.32%) Linux
2 11 (6.96%) Red Hat Enterprise Linux
2 11 (6.96%) Windows
3 10 (6.33%) Unix
4 1 (0.63%) Android
4 1 (0.63%) CentOS
4 1 (0.63%) Debian
4 1 (0.63%) Windows Server
Processes & Methodologies
1 67 (42.41%) Agile Software Development
2 57 (36.08%) High Availability
3 54 (34.18%) ETL
4 33 (20.89%) Continuous Integration
5 28 (17.72%) TDD
6 25 (15.82%) E-Commerce
7 23 (14.56%) Analytics
8 21 (13.29%) Business Intelligence
8 21 (13.29%) Open Source
9 20 (12.66%) Inmon Methodology
9 20 (12.66%) Kimball Methodology
10 19 (12.03%) Data Analytics
10 19 (12.03%) SOA
11 18 (11.39%) Software Engineering
12 17 (10.76%) Test Strategy
13 16 (10.13%) CRM
14 15 (9.49%) DevOps
14 15 (9.49%) SDLC
15 14 (8.86%) Functional Testing
15 14 (8.86%) Software Delivery
Programming Languages
1 56 (35.44%) Java
2 51 (32.28%) SQL
3 28 (17.72%) Python
4 26 (16.46%) JavaScript
5 22 (13.92%) Scala
6 17 (10.76%) C#
7 12 (7.59%) Perl
8 11 (6.96%) Groovy
9 9 (5.70%) PHP
10 6 (3.80%) C++
10 6 (3.80%) PL/SQL
11 4 (2.53%) Bash Shell
12 3 (1.90%) R
12 3 (1.90%) Ruby
13 1 (0.63%) C
13 1 (0.63%) Objective-C
13 1 (0.63%) T-SQL
Qualifications
1 11 (6.96%) CCDE
1 11 (6.96%) CCIE
1 11 (6.96%) CCNP
1 11 (6.96%) CCSP
1 11 (6.96%) Cisco Certification
1 11 (6.96%) VMware Certified Professional (VCP)
2 10 (6.33%) PhD
3 2 (1.27%) Degree
4 1 (0.63%) Microsoft Certification
Quality Assurance & Compliance
1 28 (17.72%) Data Quality
2 14 (8.86%) QA
3 1 (0.63%) COBIT
3 1 (0.63%) ISO/IEC 27001
3 1 (0.63%) PCI DSS
3 1 (0.63%) SLA
System Software
1 24 (15.19%) VMware Infrastructure
2 6 (3.80%) Apache Flume
2 6 (3.80%) HDFS
3 5 (3.16%) Docker
3 5 (3.16%) vSphere
4 2 (1.27%) KVM
5 1 (0.63%) Xen
Systems Management
1 23 (14.56%) Puppet
2 14 (8.86%) Opscode Chef
3 12 (7.59%) CA Wily
3 12 (7.59%) HP SiteScope
4 11 (6.96%) Ansible
4 11 (6.96%) Salt
5 8 (5.06%) Nagios
6 6 (3.80%) Cacti
6 6 (3.80%) Graphite
6 6 (3.80%) Opsview
7 1 (0.63%) Munin
7 1 (0.63%) OpenNMS
7 1 (0.63%) StatsD
7 1 (0.63%) Zenoss
Vendors
1 43 (27.22%) Oracle
2 24 (15.19%) VMware
3 20 (12.66%) Cloudera
4 16 (10.13%) Cisco
4 16 (10.13%) F5
4 16 (10.13%) Hortonworks
4 16 (10.13%) HP
4 16 (10.13%) Talend
5 12 (7.59%) Citrix
5 12 (7.59%) Dynatrace
5 12 (7.59%) Red Hat
6 11 (6.96%) Symantec
7 10 (6.33%) Greenplum
7 10 (6.33%) MuleSoft
8 7 (4.43%) Ab Initio
8 7 (4.43%) Informatica
8 7 (4.43%) MapR
8 7 (4.43%) Netezza
8 7 (4.43%) Teradata
9 6 (3.80%) Juniper
York, North Yorkshire
Searchability
Salary: £40000 - £50000 per annum
Posted: 13 hours ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 16 hours ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £40,000 per annum
Posted: 17 hours ago
Sheffield, South Yorkshire
Redrock Consulting Ltd
Salary: £25000 - £40000 per annum + Excellent career progression
Posted: 19 hours ago
Leeds, West Yorkshire
set2recruit
Salary: From £25,000 to £45,000 per annum DOE
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: c£30K + 10% Bonus + Flexible working
Posted: 2 days ago
Leeds, West Yorkshire
Vertical IT
Salary: £30000 - £35000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits!
Posted: 2 days ago
West Yorkshire
X4 Group
Salary: £60k - 75k per year
Posted: 3 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £35,000 - £65,000
Posted: 3 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £45,000 - £60,000 (Plus Excellent Package!!)
Posted: 3 days ago
York
Computer Futures
Salary: competitive
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £50,000 per annum + 10% Bonus
Posted: 3 days ago
Leeds, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum + Benefits and bonus
Posted: 4 days ago
Leeds, West Yorkshire
Greywood Associates Limited
Salary: £30000 - £40000 per annum + bens
Posted: 4 days ago