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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 129 167 150
Rank change year-on-year
+38 -17
Permanent jobs citing Big Data 33 26 48
As % of all permanent IT jobs located in Leeds 1.20% 0.75% 1.31%
As % of the Database & Business Intelligence category 4.15% 2.25% 3.90%
Number of salaries quoted 26 19 48
Median salary £60,000 £45,000 £42,500
Median salary % change year-on-year
+33.33% +5.88%
90% offered a salary of more than £50,000 £36,000 £32,500
10% offered a salary of more than £70,000 £58,500 £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
796 1153 1230
As % of all permanent IT jobs located in Leeds 28.91% 33.07% 33.58%
Number of salaries quoted 676 955 993
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £55,700 £52,500 £62,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 July 2016.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 28 July 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 69 (44.81%) Java
2 65 (42.21%) Agile Software Development
3 64 (41.56%) Hadoop
4 45 (29.22%) SQL
5 40 (25.97%) .NET
5 40 (25.97%) SQL Server
6 37 (24.03%) Business Intelligence
7 35 (22.73%) Data Warehouse
8 34 (22.08%) ETL
9 32 (20.78%) NoSQL
10 31 (20.13%) Analytics
10 31 (20.13%) Python
11 29 (18.83%) MS Excel
11 29 (18.83%) Web Services
11 29 (18.83%) Microsoft
12 26 (16.88%) Scala
13 25 (16.23%) Linux
13 25 (16.23%) C#
13 25 (16.23%) SQL Server 2012
14 24 (15.58%) Cybersecurity
14 24 (15.58%) Apache Spark
14 24 (15.58%) Oracle
14 24 (15.58%) SQL Server Integration Services
15 22 (14.29%) XML
15 22 (14.29%) Software Delivery
16 21 (13.64%) SQL Server 2014
16 21 (13.64%) Data Modelling
17 20 (12.99%) E-Commerce
17 20 (12.99%) Java EE
17 20 (12.99%) 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 24 (15.58%) Apache Spark
2 12 (7.79%) Apache Pig
3 9 (5.84%) SAS
4 8 (5.19%) Elasticsearch
5 5 (3.25%) Apache
6 4 (2.60%) SharePoint
7 2 (1.30%) CloudStack
7 2 (1.30%) Liferay
Applications
1 29 (18.83%) MS Excel
2 6 (3.90%) SPSS
3 1 (0.65%) MS Visio
Business Applications
1 3 (1.95%) Dynamics CRM
Cloud Services
1 19 (12.34%) Microsoft Azure
2 12 (7.79%) Amazon AWS
3 6 (3.90%) AWS CloudFormation
4 2 (1.30%) Cloud Computing
Communications & Networking
1 9 (5.84%) Firewall
2 8 (5.19%) SAN
3 6 (3.90%) NAS
3 6 (3.90%) Reverse Proxy
4 5 (3.25%) DNS
5 4 (2.60%) BGP
5 4 (2.60%) HTTP
5 4 (2.60%) Internet
5 4 (2.60%) Network Security
6 3 (1.95%) VoIP
6 3 (1.95%) VPN
7 1 (0.65%) Kerberos
7 1 (0.65%) MVNO
7 1 (0.65%) Skype
Database & Business Intelligence
1 64 (41.56%) Hadoop
2 40 (25.97%) SQL Server
3 35 (22.73%) Data Warehouse
4 32 (20.78%) NoSQL
5 25 (16.23%) SQL Server 2012
6 24 (15.58%) SQL Server Integration Services
7 21 (13.64%) SQL Server 2014
8 17 (11.04%) SQL Server Analysis Services
9 15 (9.74%) Apache Hive
9 15 (9.74%) MySQL
10 14 (9.09%) SQL Server 2016
10 14 (9.09%) SQL Server Reporting Services
11 13 (8.44%) OLAP
12 11 (7.14%) Power BI
12 11 (7.14%) PowerPivot
12 11 (7.14%) SQL Server 2005
13 9 (5.84%) Impala
13 9 (5.84%) QlikView
14 8 (5.19%) Relational Database
15 6 (3.90%) MongoDB
Development Applications
1 7 (4.55%) Jenkins
2 5 (3.25%) Git (software)
2 5 (3.25%) JUnit
2 5 (3.25%) Subversion
3 4 (2.60%) Talend Open Studio
4 2 (1.30%) IntelliJ
4 2 (1.30%) JIRA
4 2 (1.30%) Maven
5 1 (0.65%) Cucumber
5 1 (0.65%) Eclipse
5 1 (0.65%) Mockito
General
1 14 (9.09%) Finance
2 9 (5.84%) Marketing
3 8 (5.19%) Banking
3 8 (5.19%) Retail
4 5 (3.25%) Telecoms
5 1 (0.65%) Billing
5 1 (0.65%) Games
5 1 (0.65%) Retail Banking
Job Titles
1 49 (31.82%) Architect
2 39 (25.32%) Developer
3 28 (18.18%) Java Architect
4 26 (16.88%) Java Software Architect
5 19 (12.34%) .NET Architect
6 17 (11.04%) Big Data Architect
6 17 (11.04%) Software Architect
7 15 (9.74%) Java Developer
7 15 (9.74%) SQL Developer
8 14 (9.09%) Data Architect
8 14 (9.09%) SQL Server Developer
9 13 (8.44%) C# Architect
10 12 (7.79%) Java Technical Architect
10 12 (7.79%) SSIS Developer
10 12 (7.79%) Technical Architect
11 11 (7.14%) Azure Developer
11 11 (7.14%) Big Data Manager
11 11 (7.14%) NoSQL Developer
11 11 (7.14%) Project Manager
12 10 (6.49%) Software Delivery Project Manager
Libraries, Frameworks & Software Standards
1 40 (25.97%) .NET
2 29 (18.83%) Web Services
3 22 (14.29%) XML
4 20 (12.99%) Java EE
5 18 (11.69%) RESTful
6 17 (11.04%) J2EE
6 17 (11.04%) WSDL
7 14 (9.09%) Node.js
8 11 (7.14%) Spring
9 10 (6.49%) Kafka
10 9 (5.84%) RabbitMQ
10 9 (5.84%) Velocity
11 7 (4.55%) Hibernate
12 6 (3.90%) Apache Camel
13 5 (3.25%) ActiveMQ
13 5 (3.25%) D3.js
13 5 (3.25%) NumPy
14 4 (2.60%) LAMP
15 2 (1.30%) HTML
15 2 (1.30%) REST
Miscellaneous
1 18 (11.69%) Cyberthreat
2 12 (7.79%) Cybercrime
2 12 (7.79%) Data Integration
2 12 (7.79%) Enterprise Software
2 12 (7.79%) Security Operations Centre
2 12 (7.79%) Visualisation
3 10 (6.49%) Management Information System
4 7 (4.55%) Credit Risk
5 6 (3.90%) Client/Server
5 6 (3.90%) Cyber Attack
6 5 (3.25%) iPad
7 4 (2.60%) Clustering
7 4 (2.60%) RIA
8 3 (1.95%) Data Structures
9 2 (1.30%) Data Centre
9 2 (1.30%) Enterprise Storage
9 2 (1.30%) Public Cloud
10 1 (0.65%) Analytical Skills
10 1 (0.65%) Mobile App
10 1 (0.65%) Telematics
Operating Systems
1 25 (16.23%) Linux
2 8 (5.19%) Windows
3 7 (4.55%) Red Hat Enterprise Linux
4 6 (3.90%) Android
5 4 (2.60%) Windows Server
6 3 (1.95%) Debian
6 3 (1.95%) Unix
7 1 (0.65%) Windows Server 2008
7 1 (0.65%) Windows Server 2012
Processes & Methodologies
1 65 (42.21%) Agile Software Development
2 37 (24.03%) Business Intelligence
3 34 (22.08%) ETL
4 31 (20.13%) Analytics
5 24 (15.58%) Cybersecurity
6 22 (14.29%) Software Delivery
7 21 (13.64%) Data Modelling
8 20 (12.99%) E-Commerce
9 19 (12.34%) Data Analytics
10 18 (11.69%) High Availability
10 18 (11.69%) SOA
11 15 (9.74%) CRM
12 14 (9.09%) DevOps
13 13 (8.44%) SDLC
13 13 (8.44%) Stakeholder and Relationship Management
13 13 (8.44%) Stakeholder Management
14 12 (7.79%) Security Operations
14 12 (7.79%) SIEM
14 12 (7.79%) Software Engineering
15 11 (7.14%) Data Visualisation
Programming Languages
1 69 (44.81%) Java
2 45 (29.22%) SQL
3 31 (20.13%) Python
4 26 (16.88%) Scala
5 25 (16.23%) C#
6 19 (12.34%) JavaScript
7 7 (4.55%) PHP
7 7 (4.55%) Ruby
8 6 (3.90%) Objective-C
8 6 (3.90%) PowerShell
8 6 (3.90%) R
9 5 (3.25%) Groovy
9 5 (3.25%) MATLAB
10 3 (1.95%) Bash Shell
11 1 (0.65%) C
11 1 (0.65%) C++
11 1 (0.65%) Go
11 1 (0.65%) Perl
11 1 (0.65%) Shell Script
11 1 (0.65%) XQuery
Qualifications
1 5 (3.25%) CCDE
1 5 (3.25%) CCIE
1 5 (3.25%) CCNP
1 5 (3.25%) CCSP
1 5 (3.25%) Cisco Certification
1 5 (3.25%) PhD
1 5 (3.25%) VMware Certified Professional (VCP)
2 3 (1.95%) Microsoft Certification
3 1 (0.65%) RHCE
Quality Assurance & Compliance
1 12 (7.79%) Data Quality
2 3 (1.95%) SLA
3 1 (0.65%) QA
System Software
1 20 (12.99%) Apache Flume
2 14 (9.09%) VMware Infrastructure
3 9 (5.84%) HDFS
4 5 (3.25%) KVM
4 5 (3.25%) vSphere
5 4 (2.60%) Hyper-V
6 3 (1.95%) Docker
6 3 (1.95%) Xen
7 1 (0.65%) Active Directory
Systems Management
1 11 (7.14%) Puppet
2 8 (5.19%) CA Single Sign-On
3 6 (3.90%) Opscode Chef
4 5 (3.25%) Ansible
4 5 (3.25%) Salt
5 3 (1.95%) Munin
5 3 (1.95%) Nagios
5 3 (1.95%) OpenNMS
5 3 (1.95%) Zenoss
Vendors
1 29 (18.83%) Microsoft
2 24 (15.58%) Oracle
3 20 (12.99%) Cloudera
4 18 (11.69%) Hortonworks
5 16 (10.39%) HP
6 14 (9.09%) ArcSight
6 14 (9.09%) CA
6 14 (9.09%) VMware
7 11 (7.14%) Cisco
8 9 (5.84%) F5
8 9 (5.84%) Juniper
8 9 (5.84%) MapR
8 9 (5.84%) Tableau
9 7 (4.55%) Red Hat
10 6 (3.90%) Blue Coat
10 6 (3.90%) FireEye
10 6 (3.90%) Forcepoint
10 6 (3.90%) Intel
10 6 (3.90%) Palo Alto
10 6 (3.90%) SolarWinds
Leeds, West Yorkshire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 11 hours ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 7 days ago
Leeds
Computer Futures
Salary: £40000 - £55000 per annum + Car Allowance, Pension
Posted: 2 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 15 days ago
Leeds
BT
Salary: £32,000 - £45,000 pa (dep. on experience) + benefits
Posted: 16 days ago