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

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 100 156 165
Rank change year-on-year
+56 +9
Permanent jobs citing Big Data 64 27 28
As % of all permanent IT jobs located in Leeds 2.23% 0.82% 0.77%
As % of the Database & Business Intelligence category 7.42% 2.42% 2.30%
Number of salaries quoted 43 22 28
Median salary £55,000 £46,250 £46,250
Median salary % change year-on-year
+18.91% -
90% offered a salary of more than £47,500 £40,500 £32,500
10% offered a salary of more than £70,000 £74,250 £65,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
862 1114 1215
As % of all permanent IT jobs located in Leeds 30.10% 33.79% 33.31%
Number of salaries quoted 696 928 989
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £50,000 £60,000
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 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 28 June 2016.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 28 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 Leeds region with a requirement for Big Data.

1 80 (45.45%) Agile Software Development
2 75 (42.61%) Java
3 68 (38.64%) Hadoop
4 56 (31.82%) SQL
5 54 (30.68%) SQL Server
6 53 (30.11%) .NET
7 51 (28.98%) ETL
8 47 (26.70%) Data Warehouse
9 39 (22.16%) MS Excel
10 38 (21.59%) Business Intelligence
11 35 (19.89%) SQL Server 2012
11 35 (19.89%) Analytics
12 33 (18.75%) NoSQL
12 33 (18.75%) Python
12 33 (18.75%) Linux
12 33 (18.75%) Web Services
13 31 (17.61%) High Availability
13 31 (17.61%) SQL Server 2014
14 30 (17.05%) XML
14 30 (17.05%) C#
15 29 (16.48%) E-Commerce
15 29 (16.48%) Microsoft
16 27 (15.34%) SQL Server Integration Services
16 27 (15.34%) Software Delivery
17 26 (14.77%) Cybersecurity
18 25 (14.20%) Hortonworks
18 25 (14.20%) Data Analytics
18 25 (14.20%) Apache Spark
18 25 (14.20%) Oracle
19 24 (13.64%) JavaScript

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 (14.20%) Apache Spark
2 16 (9.09%) Apache Pig
3 8 (4.55%) Elasticsearch
3 8 (4.55%) SAS
4 6 (3.41%) Apache
5 4 (2.27%) CloudStack
5 4 (2.27%) SharePoint
6 2 (1.14%) Liferay
Applications
1 39 (22.16%) MS Excel
2 6 (3.41%) SPSS
3 1 (0.57%) MS Visio
Business Applications
1 3 (1.70%) Dynamics CRM
Cloud Services
1 21 (11.93%) Microsoft Azure
2 14 (7.95%) Amazon AWS
3 6 (3.41%) AWS CloudFormation
4 4 (2.27%) GitHub
5 2 (1.14%) Cloud Computing
Communications & Networking
1 9 (5.11%) Firewall
1 9 (5.11%) SAN
2 6 (3.41%) DNS
2 6 (3.41%) NAS
2 6 (3.41%) Reverse Proxy
3 5 (2.84%) BGP
3 5 (2.84%) HTTP
3 5 (2.84%) Internet
3 5 (2.84%) Network Security
4 3 (1.70%) VoIP
4 3 (1.70%) VPN
5 1 (0.57%) Kerberos
5 1 (0.57%) MVNO
5 1 (0.57%) Skype
Database & Business Intelligence
1 68 (38.64%) Hadoop
2 54 (30.68%) SQL Server
3 47 (26.70%) Data Warehouse
4 35 (19.89%) SQL Server 2012
5 33 (18.75%) NoSQL
6 31 (17.61%) SQL Server 2014
7 27 (15.34%) SQL Server Integration Services
8 20 (11.36%) Apache Hive
9 17 (9.66%) SQL Server Analysis Services
10 14 (7.95%) MySQL
10 14 (7.95%) SQL Server 2016
10 14 (7.95%) SQL Server Reporting Services
11 13 (7.39%) OLAP
12 12 (6.82%) Impala
12 12 (6.82%) MongoDB
13 11 (6.25%) Power BI
13 11 (6.25%) PowerPivot
13 11 (6.25%) SQL Server 2005
14 9 (5.11%) QlikView
15 8 (4.55%) Relational Database
Development Applications
1 14 (7.95%) Jenkins
2 11 (6.25%) Talend Open Studio
3 8 (4.55%) Git (software)
4 7 (3.98%) Subversion
5 5 (2.84%) JUnit
6 4 (2.27%) JIRA
7 2 (1.14%) IntelliJ
7 2 (1.14%) Maven
8 1 (0.57%) Cucumber
8 1 (0.57%) Eclipse
8 1 (0.57%) Mockito
General
1 17 (9.66%) Finance
2 13 (7.39%) Marketing
3 8 (4.55%) Banking
3 8 (4.55%) Retail
4 5 (2.84%) Telecoms
5 1 (0.57%) Advertising
5 1 (0.57%) Billing
5 1 (0.57%) Games
5 1 (0.57%) Retail Banking
Job Titles
1 59 (33.52%) Architect
2 37 (21.02%) Developer
3 32 (18.18%) Java Architect
4 30 (17.05%) Java Software Architect
5 22 (12.50%) .NET Architect
6 20 (11.36%) Big Data Architect
6 20 (11.36%) Software Architect
7 18 (10.23%) Data Architect
8 15 (8.52%) SQL Developer
9 14 (7.95%) C# Architect
9 14 (7.95%) SQL Server Developer
10 13 (7.39%) Data Warehouse Architect
10 13 (7.39%) ETL Architect
10 13 (7.39%) Java Technical Architect
10 13 (7.39%) Technical Architect
11 12 (6.82%) Java Developer
11 12 (6.82%) SSIS Developer
12 11 (6.25%) Azure Developer
12 11 (6.25%) Big Data Manager
12 11 (6.25%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 53 (30.11%) .NET
2 33 (18.75%) Web Services
3 30 (17.05%) XML
4 21 (11.93%) Java EE
4 21 (11.93%) RESTful
5 20 (11.36%) WSDL
6 19 (10.80%) J2EE
7 16 (9.09%) Node.js
8 13 (7.39%) Kafka
9 12 (6.82%) RabbitMQ
9 12 (6.82%) Velocity
10 11 (6.25%) Spring
11 7 (3.98%) ActiveMQ
11 7 (3.98%) Hibernate
12 6 (3.41%) Apache Camel
13 5 (2.84%) D3.js
13 5 (2.84%) LAMP
13 5 (2.84%) NumPy
14 4 (2.27%) Middleware
14 4 (2.27%) Spring XD
Miscellaneous
1 19 (10.80%) Visualisation
2 18 (10.23%) Cyberthreat
3 13 (7.39%) Cybercrime
3 13 (7.39%) Enterprise Software
4 12 (6.82%) Management Information System
4 12 (6.82%) Security Operations Centre
5 9 (5.11%) Data Integration
6 6 (3.41%) Client/Server
6 6 (3.41%) Clustering
6 6 (3.41%) Credit Risk
6 6 (3.41%) Cyber Attack
7 5 (2.84%) Analytical Skills
7 5 (2.84%) iPad
7 5 (2.84%) RIA
8 4 (2.27%) Data Centre
8 4 (2.27%) Enterprise Storage
8 4 (2.27%) Mathematics
8 4 (2.27%) Public Cloud
9 3 (1.70%) Data Structures
10 1 (0.57%) Mobile App
Operating Systems
1 33 (18.75%) Linux
2 10 (5.68%) Windows
3 9 (5.11%) Red Hat Enterprise Linux
4 7 (3.98%) Unix
5 6 (3.41%) Android
6 4 (2.27%) Windows Server
7 3 (1.70%) Debian
8 1 (0.57%) Windows Server 2008
8 1 (0.57%) Windows Server 2012
Processes & Methodologies
1 80 (45.45%) Agile Software Development
2 51 (28.98%) ETL
3 38 (21.59%) Business Intelligence
4 35 (19.89%) Analytics
5 31 (17.61%) High Availability
6 29 (16.48%) E-Commerce
7 27 (15.34%) Software Delivery
8 26 (14.77%) Cybersecurity
9 25 (14.20%) Data Analytics
10 23 (13.07%) CRM
11 21 (11.93%) SOA
12 18 (10.23%) Data Modelling
12 18 (10.23%) DevOps
12 18 (10.23%) SDLC
13 17 (9.66%) Inmon Methodology
13 17 (9.66%) Kimball Methodology
14 16 (9.09%) Line Management
14 16 (9.09%) Software Engineering
15 15 (8.52%) Continuous Integration
15 15 (8.52%) Data Visualisation
Programming Languages
1 75 (42.61%) Java
2 56 (31.82%) SQL
3 33 (18.75%) Python
4 30 (17.05%) C#
5 24 (13.64%) JavaScript
5 24 (13.64%) Scala
6 10 (5.68%) PHP
7 8 (4.55%) Ruby
8 6 (3.41%) Objective-C
8 6 (3.41%) PowerShell
8 6 (3.41%) R
9 5 (2.84%) Groovy
9 5 (2.84%) MATLAB
10 3 (1.70%) Bash Shell
11 2 (1.14%) C
11 2 (1.14%) C++
12 1 (0.57%) Go
12 1 (0.57%) Perl
12 1 (0.57%) Shell Script
12 1 (0.57%) XQuery
Qualifications
1 9 (5.11%) PhD
2 7 (3.98%) CCDE
2 7 (3.98%) CCIE
2 7 (3.98%) CCNP
2 7 (3.98%) CCSP
2 7 (3.98%) Cisco Certification
2 7 (3.98%) VMware Certified Professional (VCP)
3 3 (1.70%) Microsoft Certification
4 1 (0.57%) RHCE
Quality Assurance & Compliance
1 24 (13.64%) Data Quality
2 3 (1.70%) SLA
3 1 (0.57%) QA
System Software
1 20 (11.36%) Apache Flume
2 16 (9.09%) VMware Infrastructure
3 12 (6.82%) HDFS
4 6 (3.41%) vSphere
5 5 (2.84%) KVM
6 4 (2.27%) Docker
6 4 (2.27%) Hyper-V
7 3 (1.70%) Xen
8 1 (0.57%) Active Directory
Systems Management
1 17 (9.66%) Puppet
2 8 (4.55%) CA Single Sign-On
2 8 (4.55%) Opscode Chef
3 7 (3.98%) Ansible
3 7 (3.98%) Salt
4 4 (2.27%) Nagios
5 3 (1.70%) Munin
5 3 (1.70%) OpenNMS
5 3 (1.70%) Zenoss
6 1 (0.57%) Cacti
6 1 (0.57%) Graphite
6 1 (0.57%) Opsview
Vendors
1 29 (16.48%) Microsoft
2 25 (14.20%) Hortonworks
2 25 (14.20%) Oracle
3 24 (13.64%) Cloudera
4 17 (9.66%) HP
5 16 (9.09%) VMware
6 14 (7.95%) ArcSight
6 14 (7.95%) CA
7 13 (7.39%) Cisco
8 12 (6.82%) F5
8 12 (6.82%) MapR
9 11 (6.25%) Talend
10 9 (5.11%) Juniper
10 9 (5.11%) Red Hat
10 9 (5.11%) Tableau
11 7 (3.98%) Informatica
11 7 (3.98%) Netezza
11 7 (3.98%) SolarWinds
11 7 (3.98%) Symantec
11 7 (3.98%) Teradata
Leeds, West Yorkshire
Hainton Recruitment
Salary: £43000 - £53000 per annum + 34 Days Holiday + Generous Pension
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £65000.00 - £75000.00 per annum + Car Allowance + Benefits
Posted: 6 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 21 days ago