The table below looks at the statistics for Big Data skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 130 183 182
Rank change year-on-year
+53 -1
Permanent jobs citing Big Data 64 30 49
As % of all permanent IT jobs located in West Yorkshire 1.65% 0.64% 0.97%
As % of the Database & Business Intelligence category 5.57% 2.02% 3.17%
Number of salaries quoted 57 19 48
Median salary £55,000 £47,500 £41,500
Median salary % change year-on-year
+15.78% +14.45%
90% offered a salary of more than £45,000 £40,000 £29,850
10% offered a salary of more than £70,000 £58,250 £53,350
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1149 1482 1546
As % of all permanent IT jobs located in West Yorkshire 29.68% 31.63% 30.46%
Number of salaries quoted 1008 1201 1230
Median salary £42,500 £45,000 £37,500
Median salary % change year-on-year
-5.55% +20.00%
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £55,000 £55,000 £62,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Big Data
Salary Trend in West Yorkshire

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

Big Data Salary Trend in West Yorkshire

Big Data
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the West Yorkshire region over the 3 months to 28 September 2016.

Big Data Salary Histogram in West Yorkshire

Big Data
Job Locations in West 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 West Yorkshire region over the 3 months to 28 September 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
Leeds +37 47 £50,000 +5.26% 9
Bradford - 9 £57,500 -
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 28 September 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 West Yorkshire region with a requirement for Big Data.

1 78 (52.70%) Business Intelligence
2 68 (45.95%) Hadoop
3 51 (34.46%) Analytics
4 49 (33.11%) Java
5 47 (31.76%) SQL Server
6 44 (29.73%) SQL
7 41 (27.70%) NoSQL
8 40 (27.03%) Python
9 39 (26.35%) Agile Software Development
10 38 (25.68%) ETL
11 35 (23.65%) Data Warehouse
12 34 (22.97%) Microsoft
13 33 (22.30%) Data Modelling
13 33 (22.30%) Oracle
14 30 (20.27%) Visualisation
15 27 (18.24%) Apache Spark
16 26 (17.57%) Data Analytics
17 25 (16.89%) Data Visualisation
17 25 (16.89%) Web Services
18 24 (16.22%) SQL Server Reporting Services
19 23 (15.54%) JavaScript
19 23 (15.54%) SQL Server 2016
20 22 (14.86%) Retail
20 22 (14.86%) Data Management
21 21 (14.19%) Scala
21 21 (14.19%) SQL Server Integration Services
21 21 (14.19%) SQL Server Analysis Services
21 21 (14.19%) SQL Server 2012
22 20 (13.51%) Data Integration
23 19 (12.84%) MS Excel

Big Data
Top Related IT Skills in West 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 27 (18.24%) Apache Spark
2 14 (9.46%) SAS
3 8 (5.41%) Apache Pig
4 4 (2.70%) Elasticsearch
4 4 (2.70%) Tomcat
5 3 (2.03%) Apache
6 2 (1.35%) JBoss
6 2 (1.35%) Jetty
6 2 (1.35%) Liferay
6 2 (1.35%) OpenStack
6 2 (1.35%) SharePoint
6 2 (1.35%) WebLogic
6 2 (1.35%) WebSphere
7 1 (0.68%) Apache Solr
Applications
1 19 (12.84%) MS Excel
2 13 (8.78%) SPSS
3 2 (1.35%) MS Visio
Cloud Services
1 19 (12.84%) Amazon AWS
2 17 (11.49%) Microsoft Azure
3 7 (4.73%) Google Cloud Platform
4 6 (4.05%) PaaS
5 2 (1.35%) AWS CloudFormation
5 2 (1.35%) Cloud Computing
6 1 (0.68%) Google Analytics
Communications & Networking
1 11 (7.43%) Internet
2 4 (2.70%) DNS
3 3 (2.03%) BGP
3 3 (2.03%) Firewall
3 3 (2.03%) HTTP
3 3 (2.03%) Network Security
4 2 (1.35%) MVNO
4 2 (1.35%) NAS
4 2 (1.35%) Reverse Proxy
4 2 (1.35%) SAN
5 1 (0.68%) AMQP
5 1 (0.68%) Kerberos
5 1 (0.68%) MQTT
5 1 (0.68%) VoIP
5 1 (0.68%) VPN
Database & Business Intelligence
1 68 (45.95%) Hadoop
2 47 (31.76%) SQL Server
3 41 (27.70%) NoSQL
4 35 (23.65%) Data Warehouse
5 24 (16.22%) SQL Server Reporting Services
6 23 (15.54%) SQL Server 2016
7 21 (14.19%) SQL Server 2012
7 21 (14.19%) SQL Server Analysis Services
7 21 (14.19%) SQL Server Integration Services
8 17 (11.49%) MySQL
9 16 (10.81%) OLAP
9 16 (10.81%) SQL Server 2014
10 15 (10.14%) Relational Database
11 12 (8.11%) Apache Hive
11 12 (8.11%) RDBMS
12 10 (6.76%) OLAP Cube
13 9 (6.08%) Informix
13 9 (6.08%) MongoDB
14 8 (5.41%) PowerPivot
14 8 (5.41%) SQL Server 2008
Development Applications
1 8 (5.41%) Git (software)
2 6 (4.05%) Jenkins
3 4 (2.70%) Ant
3 4 (2.70%) Eclipse
3 4 (2.70%) IntelliJ
3 4 (2.70%) Maven
4 1 (0.68%) JUnit
4 1 (0.68%) Subversion
General
1 22 (14.86%) Retail
2 16 (10.81%) Banking
3 14 (9.46%) Finance
4 3 (2.03%) Telecoms
5 2 (1.35%) Advertising
5 2 (1.35%) Marketing
6 1 (0.68%) Games
6 1 (0.68%) Retail Banking
Job Titles
1 48 (32.43%) Developer
2 37 (25.00%) Architect
3 21 (14.19%) Business Intelligence Developer
4 19 (12.84%) Consultant
5 17 (11.49%) Business Intelligence Consultant
5 17 (11.49%) Data Architect
6 16 (10.81%) Java Developer
6 16 (10.81%) Lead Developer
7 14 (9.46%) Big Data Architect
7 14 (9.46%) Data Consultant
7 14 (9.46%) ETL Developer
8 13 (8.78%) Java Architect
8 13 (8.78%) SQL Developer
8 13 (8.78%) SSIS Developer
9 12 (8.11%) Data Warehouse Architect
10 11 (7.43%) Java Software Architect
10 11 (7.43%) Software Developer
11 10 (6.76%) Business Consultant
11 10 (6.76%) Lead Software Developer
11 10 (6.76%) Oracle Architect
Libraries, Frameworks & Software Standards
1 25 (16.89%) Web Services
2 19 (12.84%) Node.js
3 18 (12.16%) XML
4 17 (11.49%) .NET
5 15 (10.14%) RESTful
6 14 (9.46%) JSON
7 11 (7.43%) Java EE
8 8 (5.41%) SOAP
8 8 (5.41%) WSDL
9 7 (4.73%) J2EE
10 6 (4.05%) Kafka
10 6 (4.05%) Spring
11 5 (3.38%) Apache Camel
11 5 (3.38%) D3.js
11 5 (3.38%) NumPy
11 5 (3.38%) Velocity
12 4 (2.70%) Apache Flex
12 4 (2.70%) Hibernate
12 4 (2.70%) JPA
12 4 (2.70%) RabbitMQ
Miscellaneous
1 30 (20.27%) Visualisation
2 20 (13.51%) Data Integration
3 16 (10.81%) Analytical Skills
4 14 (9.46%) Credit Risk
5 11 (7.43%) Virtual Team
6 9 (6.08%) Computer Science
7 8 (5.41%) Internet of Things
8 6 (4.05%) Cyberthreat
8 6 (4.05%) Statistics
9 5 (3.38%) Enterprise Software
10 4 (2.70%) Cybercrime
10 4 (2.70%) Security Operations Centre
11 3 (2.03%) Clustering
11 3 (2.03%) RIA
12 2 (1.35%) Client/Server
12 2 (1.35%) Cyber Attack
12 2 (1.35%) iPad
12 2 (1.35%) Management Information System
12 2 (1.35%) Mathematics
12 2 (1.35%) Mobile App
Operating Systems
1 11 (7.43%) Linux
2 4 (2.70%) Windows
3 2 (1.35%) Red Hat Enterprise Linux
3 2 (1.35%) Unix
3 2 (1.35%) Windows Server
4 1 (0.68%) Debian
4 1 (0.68%) Windows Server 2008
4 1 (0.68%) Windows Server 2012
Processes & Methodologies
1 78 (52.70%) Business Intelligence
2 51 (34.46%) Analytics
3 39 (26.35%) Agile Software Development
4 38 (25.68%) ETL
5 33 (22.30%) Data Modelling
6 26 (17.57%) Data Analytics
7 25 (16.89%) Data Visualisation
8 22 (14.86%) Data Management
9 13 (8.78%) Business Development
10 12 (8.11%) SOA
11 10 (6.76%) Continuous Improvement
11 10 (6.76%) Software Delivery
12 9 (6.08%) Big Data Analytics
13 8 (5.41%) Cybersecurity
13 8 (5.41%) E-Commerce
13 8 (5.41%) Kimball Methodology
13 8 (5.41%) TDD
14 7 (4.73%) Data Analysis
14 7 (4.73%) Machine Learning
14 7 (4.73%) MapReduce
Programming Languages
1 49 (33.11%) Java
2 44 (29.73%) SQL
3 40 (27.03%) Python
4 23 (15.54%) JavaScript
5 21 (14.19%) Scala
6 17 (11.49%) C#
7 12 (8.11%) T-SQL
8 11 (7.43%) Ruby
9 8 (5.41%) Data Analysis Expressions (DAX)
10 6 (4.05%) R
11 5 (3.38%) MATLAB
12 4 (2.70%) PHP
13 3 (2.03%) Bash Shell
13 3 (2.03%) Go
14 2 (1.35%) C
14 2 (1.35%) C++
14 2 (1.35%) Perl
14 2 (1.35%) PowerShell
14 2 (1.35%) Shell Script
15 1 (0.68%) VBA
Qualifications
1 9 (6.08%) Degree
2 5 (3.38%) PhD
3 1 (0.68%) CCDE
3 1 (0.68%) CCIE
3 1 (0.68%) CCNP
3 1 (0.68%) CCSP
3 1 (0.68%) Cisco Certification
3 1 (0.68%) Postgraduate
3 1 (0.68%) PRINCE2 Certification
3 1 (0.68%) RHCE
3 1 (0.68%) VMware Certified Professional (VCP)
System Software
1 17 (11.49%) Apache Flume
2 7 (4.73%) HDFS
3 6 (4.05%) VMware Infrastructure
4 4 (2.70%) Hyper-V
5 3 (2.03%) KVM
6 1 (0.68%) Active Directory
6 1 (0.68%) Docker
6 1 (0.68%) vSphere
6 1 (0.68%) Xen
Systems Management
1 5 (3.38%) Puppet
2 4 (2.70%) CA Single Sign-On
2 4 (2.70%) Opscode Chef
3 3 (2.03%) Ansible
3 3 (2.03%) Salt
4 1 (0.68%) Ambari
4 1 (0.68%) Munin
4 1 (0.68%) Nagios
4 1 (0.68%) Oozie
4 1 (0.68%) OpenNMS
4 1 (0.68%) Zenoss
Vendors
1 34 (22.97%) Microsoft
2 33 (22.30%) Oracle
3 19 (12.84%) Cloudera
4 13 (8.78%) Tableau
5 9 (6.08%) Hortonworks
5 9 (6.08%) Splunk
6 8 (5.41%) SAP
7 7 (4.73%) Google
8 6 (4.05%) ArcSight
8 6 (4.05%) CA
8 6 (4.05%) HP
8 6 (4.05%) IBM
8 6 (4.05%) VMware
9 5 (3.38%) MapR
10 4 (2.70%) F5
11 3 (2.03%) Cisco
11 3 (2.03%) Juniper
12 2 (1.35%) Blue Coat
12 2 (1.35%) Red Hat
12 2 (1.35%) SolarWinds
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 22 hours ago
Leeds
Department for Work and Pensions
Salary: Up to £38,380
Posted: Yesterday
Leeds, West Yorkshire
Experis Ltd
Posted: Yesterday
Leeds, West Yorkshire
Lorien Resourcing
Posted: 2 days ago
Leeds, West Yorkshire
Circle Recruitment
Salary: £50000 - £55000 per annum + Bonus (20%), Pension, Healthcare
Posted: 4 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £25000 - £32000 per annum + Benefits
Posted: 4 days ago
West Yorkshire
set2recruit
Salary: £50000 - £75000 Per Annum
Posted: 6 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 5 days ago
Leeds
Computer Futures
Salary: £40000 - £65000 per annum + Car Allowance, Pension
Posted: 25 days ago