The table below looks at the statistics for Big Data skills in IT jobs advertised for the Leeds 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 65 154 175
Rank change year-on-year
+89 +21
Permanent jobs citing Big Data 110 24 11
As % of all permanent IT jobs located in Leeds 3.66% 0.73% 0.30%
As % of the Database & Business Intelligence category 11.03% 2.29% 0.90%
Number of salaries quoted 64 19 11
Median salary £55,000 £67,500 £50,000
Median salary % change year-on-year
-18.51% +35.00%
90% offered a salary of more than £42,500 £35,000 £40,000
10% offered a salary of more than £70,000 £79,000 £65,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
Big Data
West 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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
997 1049 1219
As % of all permanent IT jobs located in Leeds 33.14% 32.03% 33.42%
Number of salaries quoted 774 860 1035
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £31,000 £30,000 £27,000
10% offered a salary of more than £57,500 £50,000 £57,500
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 Leeds

The demand trend of job ads across the Leeds 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 Leeds

Big Data
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Leeds region.

Big Data Salary Trend in Leeds

Big Data
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Big Data across the Leeds region over the 3 months to 25 May 2016.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

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 Leeds region with a requirement for Big Data.

1 89 (46.35%) Agile Software Development
2 75 (39.06%) Java
3 73 (38.02%) Hadoop
4 66 (34.38%) SQL Server
4 66 (34.38%) ETL
5 65 (33.85%) SQL
6 62 (32.29%) Data Warehouse
7 60 (31.25%) .NET
8 45 (23.44%) MS Excel
8 45 (23.44%) Business Intelligence
9 44 (22.92%) SQL Server 2012
10 41 (21.35%) Analytics
11 40 (20.83%) SQL Server 2014
12 39 (20.31%) High Availability
13 37 (19.27%) Linux
14 35 (18.23%) E-Commerce
14 35 (18.23%) Data Quality
15 34 (17.71%) NoSQL
16 33 (17.19%) Python
16 33 (17.19%) Web Services
16 33 (17.19%) XML
17 32 (16.67%) Data Analytics
18 31 (16.15%) Hortonworks
18 31 (16.15%) C#
18 31 (16.15%) SQL Server Integration Services
19 28 (14.58%) Software Delivery
19 28 (14.58%) Oracle
19 28 (14.58%) CRM
20 27 (14.06%) Microsoft
20 27 (14.06%) Cloudera

Big Data
Top Related IT Skills in Leeds 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 25 (13.02%) Apache Spark
2 21 (10.94%) Apache Pig
3 15 (7.81%) Node.js
4 9 (4.69%) SAS
5 8 (4.17%) Elasticsearch
6 6 (3.13%) Apache
6 6 (3.13%) CloudStack
7 4 (2.08%) SharePoint
8 2 (1.04%) Liferay
9 1 (0.52%) OpenStack
Applications
1 45 (23.44%) MS Excel
2 6 (3.13%) SPSS
3 1 (0.52%) MS Visio
Business Applications
1 3 (1.56%) Dynamics CRM
Cloud Services
1 23 (11.98%) Microsoft Azure
2 17 (8.85%) Amazon AWS
3 7 (3.65%) GitHub
4 6 (3.13%) AWS CloudFormation
5 2 (1.04%) Cloud Computing
Communications & Networking
1 9 (4.69%) Firewall
1 9 (4.69%) SAN
2 6 (3.13%) NAS
2 6 (3.13%) Reverse Proxy
3 5 (2.60%) DNS
4 4 (2.08%) BGP
4 4 (2.08%) HTTP
4 4 (2.08%) Internet
4 4 (2.08%) Network Security
5 3 (1.56%) VoIP
5 3 (1.56%) VPN
6 1 (0.52%) Kerberos
6 1 (0.52%) MVNO
6 1 (0.52%) Skype
Database & Business Intelligence
1 73 (38.02%) Hadoop
2 66 (34.38%) SQL Server
3 62 (32.29%) Data Warehouse
4 44 (22.92%) SQL Server 2012
5 40 (20.83%) SQL Server 2014
6 34 (17.71%) NoSQL
7 31 (16.15%) SQL Server Integration Services
8 26 (13.54%) Apache Hive
9 18 (9.38%) SQL Server Analysis Services
10 17 (8.85%) MongoDB
11 16 (8.33%) SQL Server Reporting Services
12 15 (7.81%) Impala
13 14 (7.29%) SQL Server 2016
14 13 (6.77%) OLAP
15 12 (6.25%) MySQL
16 11 (5.73%) Power BI
16 11 (5.73%) PowerPivot
16 11 (5.73%) SQL Server 2005
17 10 (5.21%) QlikView
18 7 (3.65%) Pentaho
Development Applications
1 22 (11.46%) Jenkins
2 17 (8.85%) Talend Open Studio
3 12 (6.25%) Git (software)
4 9 (4.69%) Subversion
5 6 (3.13%) JIRA
6 5 (2.60%) JUnit
7 3 (1.56%) Maven
8 2 (1.04%) IntelliJ
9 1 (0.52%) Cucumber
9 1 (0.52%) Eclipse
9 1 (0.52%) Mockito
General
1 19 (9.90%) Finance
2 18 (9.38%) Marketing
3 11 (5.73%) Retail
4 8 (4.17%) Banking
5 6 (3.13%) Telecoms
6 3 (1.56%) Advertising
7 1 (0.52%) Billing
7 1 (0.52%) Games
7 1 (0.52%) Retail Banking
Job Titles
1 62 (32.29%) Architect
2 36 (18.75%) Developer
3 30 (15.63%) Java Architect
3 30 (15.63%) Java Software Architect
4 22 (11.46%) Data Architect
5 21 (10.94%) Software Architect
6 20 (10.42%) .NET Architect
6 20 (10.42%) Big Data Architect
7 16 (8.33%) Data Warehouse Architect
7 16 (8.33%) ETL Architect
7 16 (8.33%) SQL Developer
8 14 (7.29%) SQL Server Developer
9 12 (6.25%) Analyst
9 12 (6.25%) C# Architect
9 12 (6.25%) Consultant
9 12 (6.25%) SSIS Developer
10 11 (5.73%) Azure Developer
10 11 (5.73%) NoSQL Developer
10 11 (5.73%) Project Manager
10 11 (5.73%) Technical Architect
Libraries, Frameworks & Software Standards
1 60 (31.25%) .NET
2 33 (17.19%) Web Services
2 33 (17.19%) XML
3 22 (11.46%) RESTful
4 21 (10.94%) WSDL
5 19 (9.90%) Java EE
6 17 (8.85%) J2EE
6 17 (8.85%) Kafka
7 13 (6.77%) RabbitMQ
7 13 (6.77%) Velocity
8 11 (5.73%) Spring
9 9 (4.69%) ActiveMQ
10 7 (3.65%) Hibernate
10 7 (3.65%) Middleware
10 7 (3.65%) Spring XD
11 6 (3.13%) Apache Camel
12 5 (2.60%) D3.js
12 5 (2.60%) NumPy
13 4 (2.08%) LAMP
14 2 (1.04%) HTML
Miscellaneous
1 26 (13.54%) Visualisation
2 18 (9.38%) Cyberthreat
3 13 (6.77%) Cybercrime
3 13 (6.77%) Management Information System
4 12 (6.25%) Security Operations Centre
5 11 (5.73%) Enterprise Software
6 8 (4.17%) Analytical Skills
7 7 (3.65%) Clustering
7 7 (3.65%) Mathematics
8 6 (3.13%) Client/Server
8 6 (3.13%) Credit Risk
8 6 (3.13%) Cyber Attack
8 6 (3.13%) Data Centre
8 6 (3.13%) Enterprise Storage
8 6 (3.13%) Public Cloud
9 5 (2.60%) Data Integration
9 5 (2.60%) iPad
10 4 (2.08%) RIA
11 3 (1.56%) Data Structures
12 1 (0.52%) Mobile App
Operating Systems
1 37 (19.27%) Linux
2 12 (6.25%) Windows
3 11 (5.73%) Red Hat Enterprise Linux
4 10 (5.21%) Unix
5 6 (3.13%) Android
6 4 (2.08%) Windows Server
7 3 (1.56%) Debian
8 1 (0.52%) Windows Server 2008
8 1 (0.52%) Windows Server 2012
Processes & Methodologies
1 89 (46.35%) Agile Software Development
2 66 (34.38%) ETL
3 45 (23.44%) Business Intelligence
4 41 (21.35%) Analytics
5 39 (20.31%) High Availability
6 35 (18.23%) E-Commerce
7 32 (16.67%) Data Analytics
8 28 (14.58%) CRM
8 28 (14.58%) Software Delivery
9 27 (14.06%) Cybersecurity
10 26 (13.54%) Inmon Methodology
10 26 (13.54%) Kimball Methodology
11 24 (12.50%) SDLC
12 22 (11.46%) DevOps
12 22 (11.46%) SOA
13 21 (10.94%) Continuous Integration
13 21 (10.94%) Line Management
14 20 (10.42%) Software Engineering
15 18 (9.38%) Data Architecture
15 18 (9.38%) Data Visualisation
Programming Languages
1 75 (39.06%) Java
2 65 (33.85%) SQL
3 33 (17.19%) Python
4 31 (16.15%) C#
5 26 (13.54%) JavaScript
6 21 (10.94%) Scala
7 11 (5.73%) PHP
8 9 (4.69%) Ruby
9 7 (3.65%) R
10 6 (3.13%) Objective-C
10 6 (3.13%) PowerShell
11 5 (2.60%) Groovy
11 5 (2.60%) MATLAB
12 3 (1.56%) Bash Shell
13 2 (1.04%) C
13 2 (1.04%) C++
13 2 (1.04%) Perl
14 1 (0.52%) Go
14 1 (0.52%) Shell Script
14 1 (0.52%) XQuery
Qualifications
1 12 (6.25%) PhD
2 9 (4.69%) CCDE
2 9 (4.69%) CCIE
2 9 (4.69%) CCNP
2 9 (4.69%) CCSP
2 9 (4.69%) Cisco Certification
2 9 (4.69%) VMware Certified Professional (VCP)
3 3 (1.56%) Microsoft Certification
4 2 (1.04%) Degree
5 1 (0.52%) RHCE
Quality Assurance & Compliance
1 35 (18.23%) Data Quality
2 3 (1.56%) SLA
3 1 (0.52%) QA
System Software
1 19 (9.90%) Apache Flume
2 17 (8.85%) VMware Infrastructure
3 15 (7.81%) HDFS
4 7 (3.65%) Docker
5 6 (3.13%) KVM
5 6 (3.13%) vSphere
6 3 (1.56%) Xen
7 2 (1.04%) Hyper-V
8 1 (0.52%) Active Directory
Systems Management
1 22 (11.46%) Puppet
2 11 (5.73%) Opscode Chef
3 9 (4.69%) Ansible
3 9 (4.69%) Salt
4 8 (4.17%) CA Single Sign-On
5 7 (3.65%) Nagios
6 3 (1.56%) Cacti
6 3 (1.56%) Graphite
6 3 (1.56%) Munin
6 3 (1.56%) OpenNMS
6 3 (1.56%) Opsview
6 3 (1.56%) Zenoss
Vendors
1 31 (16.15%) Hortonworks
2 28 (14.58%) Oracle
3 27 (14.06%) Cloudera
3 27 (14.06%) Microsoft
4 17 (8.85%) HP
4 17 (8.85%) Talend
4 17 (8.85%) VMware
5 16 (8.33%) MapR
6 15 (7.81%) Cisco
7 14 (7.29%) ArcSight
7 14 (7.29%) CA
8 13 (6.77%) F5
9 11 (5.73%) Informatica
9 11 (5.73%) Netezza
9 11 (5.73%) Red Hat
9 11 (5.73%) Teradata
10 10 (5.21%) Tableau
11 9 (4.69%) Juniper
11 9 (4.69%) SolarWinds
11 9 (4.69%) Symantec
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £50,000 per annum + 10% Bonus
Posted: 23 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 6 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £53000 per annum + Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Vodafone
Salary: Unspecified
Posted: 12 days ago
Leeds
BAE Systems Applied Intelligence
Posted: 15 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 15 days ago
Leeds
Computer Futures
Salary: £39999 - £65000 per annum + home working
Posted: 22 days ago