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

3 months to
2 May 2016
Same period 2015 Same period 2014
Big Data
Rank 77 162 213
Rank change year-on-year
+85 +51
Permanent jobs citing Big Data 130 57 12
As % of all permanent IT jobs located in West Yorkshire 3.06% 1.18% 0.23%
As % of the Database & Business Intelligence category 9.12% 3.56% 0.69%
Number of salaries quoted 86 36 8
Median salary £55,000 £61,215 £50,000
Median salary % change year-on-year
-10.15% +22.43%
90% offered a salary of more than £42,500 £35,000 £33,500
10% offered a salary of more than £70,000 £71,250 £71,000
UK excluding London median salary £50,000 £50,250 £50,000
% change year-on-year
-0.49% +0.50%
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
1426 1600 1733
As % of all permanent IT jobs located in West Yorkshire 33.58% 33.07% 33.85%
Number of salaries quoted 1162 1312 1468
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £56,500 £50,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+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 2 May 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 2 May 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 +58 119 £55,000 -10.15% 13
Bradford - 4 £56,250 -
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 2 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 West Yorkshire region with a requirement for Big Data.

1 92 (44.02%) Agile Software Development
2 77 (36.84%) Java
3 70 (33.49%) ETL
4 66 (31.58%) Hadoop
5 64 (30.62%) Data Warehouse
5 64 (30.62%) SQL Server
6 63 (30.14%) .NET
6 63 (30.14%) SQL
7 49 (23.44%) High Availability
8 45 (21.53%) Analytics
9 44 (21.05%) Business Intelligence
10 43 (20.57%) MS Excel
10 43 (20.57%) XML
11 42 (20.10%) SQL Server 2012
12 38 (18.18%) Oracle
12 38 (18.18%) SQL Server 2014
13 36 (17.22%) Data Analytics
13 36 (17.22%) Data Quality
13 36 (17.22%) Linux
14 34 (16.27%) E-Commerce
15 33 (15.79%) Python
15 33 (15.79%) Web Services
15 33 (15.79%) C#
16 32 (15.31%) JavaScript
16 32 (15.31%) NoSQL
17 31 (14.83%) Hortonworks
18 30 (14.35%) Visualisation
18 30 (14.35%) SOA
19 29 (13.88%) SQL Server Integration Services
20 28 (13.40%) CRM

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 25 (11.96%) Apache Spark
2 19 (9.09%) Apache Pig
3 18 (8.61%) Node.js
4 10 (4.78%) SAS
5 9 (4.31%) Apache
5 9 (4.31%) IIS
5 9 (4.31%) JBoss
5 9 (4.31%) WebSphere
6 6 (2.87%) CloudStack
6 6 (2.87%) Elasticsearch
7 3 (1.44%) SharePoint
7 3 (1.44%) Tomcat
8 1 (0.48%) OpenStack
Applications
1 43 (20.57%) MS Excel
2 6 (2.87%) SPSS
Business Applications
1 3 (1.44%) Dynamics CRM
Cloud Services
1 21 (10.05%) Microsoft Azure
2 16 (7.66%) Amazon AWS
3 10 (4.78%) GitHub
4 6 (2.87%) AWS CloudFormation
5 1 (0.48%) Google Analytics
5 1 (0.48%) Google Cloud Platform
Communications & Networking
1 12 (5.74%) Firewall
2 9 (4.31%) SAN
3 8 (3.83%) BGP
3 8 (3.83%) Network Security
4 6 (2.87%) NAS
4 6 (2.87%) Reverse Proxy
5 5 (2.39%) DNS
5 5 (2.39%) HTTP
5 5 (2.39%) Internet
6 3 (1.44%) Cisco ASA
6 3 (1.44%) Cisco IOS
6 3 (1.44%) LAN
6 3 (1.44%) MPLS
6 3 (1.44%) OSPF
6 3 (1.44%) VoIP
6 3 (1.44%) VPN
6 3 (1.44%) WAN
6 3 (1.44%) Wireless
7 1 (0.48%) Skype
Database & Business Intelligence
1 66 (31.58%) Hadoop
2 64 (30.62%) Data Warehouse
2 64 (30.62%) SQL Server
3 42 (20.10%) SQL Server 2012
4 38 (18.18%) SQL Server 2014
5 32 (15.31%) NoSQL
6 29 (13.88%) SQL Server Integration Services
7 26 (12.44%) Apache Hive
8 20 (9.57%) MongoDB
9 17 (8.13%) SQL Server Analysis Services
10 15 (7.18%) SQL Server Reporting Services
11 14 (6.70%) Impala
12 12 (5.74%) SQL Server 2016
13 11 (5.26%) MySQL
13 11 (5.26%) OLAP
14 10 (4.78%) Neo4j
14 10 (4.78%) Pentaho
15 9 (4.31%) Power BI
15 9 (4.31%) PowerPivot
15 9 (4.31%) SQL Server 2005
Development Applications
1 28 (13.40%) Jenkins
2 20 (9.57%) Talend Open Studio
3 12 (5.74%) Git (software)
4 9 (4.31%) Introscope
4 9 (4.31%) LoadRunner
4 9 (4.31%) Subversion
5 7 (3.35%) JUnit
6 6 (2.87%) JIRA
7 4 (1.91%) Maven
8 3 (1.44%) IntelliJ
8 3 (1.44%) VSS/SourceSafe
9 1 (0.48%) Cucumber
9 1 (0.48%) Eclipse
9 1 (0.48%) Mockito
9 1 (0.48%) TeamCity
General
1 22 (10.53%) Finance
2 19 (9.09%) Marketing
3 14 (6.70%) Retail
4 9 (4.31%) Banking
5 6 (2.87%) Telecoms
6 3 (1.44%) Advertising
7 1 (0.48%) Billing
7 1 (0.48%) Manufacturing
7 1 (0.48%) Retail Banking
Job Titles
1 71 (33.97%) Architect
2 39 (18.66%) Developer
3 27 (12.92%) Java Architect
3 27 (12.92%) Java Software Architect
4 22 (10.53%) Data Architect
5 18 (8.61%) Software Architect
6 17 (8.13%) .NET Architect
6 17 (8.13%) Big Data Architect
7 16 (7.66%) Consultant
7 16 (7.66%) Data Warehouse Architect
7 16 (7.66%) ETL Architect
8 14 (6.70%) SQL Developer
9 13 (6.22%) Analyst
10 12 (5.74%) C# Architect
10 12 (5.74%) Solutions Architect
10 12 (5.74%) SQL Server Developer
11 11 (5.26%) Big Data Manager
11 11 (5.26%) Data Consultant
11 11 (5.26%) Java Technical Architect
11 11 (5.26%) Technical Architect
Libraries, Frameworks & Software Standards
1 63 (30.14%) .NET
2 43 (20.57%) XML
3 33 (15.79%) Web Services
4 26 (12.44%) J2EE
5 21 (10.05%) Java EE
5 21 (10.05%) RESTful
6 18 (8.61%) Kafka
6 18 (8.61%) WSDL
7 14 (6.70%) RabbitMQ
8 12 (5.74%) Velocity
9 10 (4.78%) Middleware
9 10 (4.78%) Spring
9 10 (4.78%) Spring XD
10 9 (4.31%) ActiveMQ
10 9 (4.31%) Ajax
11 7 (3.35%) Hibernate
12 5 (2.39%) Apache Camel
12 5 (2.39%) LAMP
13 4 (1.91%) D3.js
13 4 (1.91%) NumPy
Miscellaneous
1 30 (14.35%) Visualisation
2 18 (8.61%) Cyberthreat
3 16 (7.66%) Analytical Skills
4 13 (6.22%) Cybercrime
4 13 (6.22%) Management Information System
5 12 (5.74%) Mathematics
5 12 (5.74%) Security Operations Centre
6 11 (5.26%) Enterprise Software
7 9 (4.31%) User Experience
8 8 (3.83%) Clustering
9 6 (2.87%) Client/Server
9 6 (2.87%) Credit Risk
9 6 (2.87%) Cyber Attack
9 6 (2.87%) Data Centre
9 6 (2.87%) Enterprise Storage
9 6 (2.87%) Public Cloud
10 5 (2.39%) iPad
10 5 (2.39%) RIA
11 4 (1.91%) Data Structures
12 2 (0.96%) Data Integration
Operating Systems
1 36 (17.22%) Linux
2 12 (5.74%) Unix
3 10 (4.78%) Red Hat Enterprise Linux
4 9 (4.31%) Windows
5 6 (2.87%) Android
6 3 (1.44%) Debian
6 3 (1.44%) Windows Server
Processes & Methodologies
1 92 (44.02%) Agile Software Development
2 70 (33.49%) ETL
3 49 (23.44%) High Availability
4 45 (21.53%) Analytics
5 44 (21.05%) Business Intelligence
6 36 (17.22%) Data Analytics
7 34 (16.27%) E-Commerce
8 30 (14.35%) SOA
9 28 (13.40%) CRM
9 28 (13.40%) Software Delivery
10 26 (12.44%) Inmon Methodology
10 26 (12.44%) Kimball Methodology
11 25 (11.96%) Continuous Integration
11 25 (11.96%) Cybersecurity
12 24 (11.48%) DevOps
13 22 (10.53%) SDLC
14 21 (10.05%) Software Engineering
15 20 (9.57%) Data Visualisation
16 19 (9.09%) Line Management
16 19 (9.09%) Open Source
Programming Languages
1 77 (36.84%) Java
2 63 (30.14%) SQL
3 33 (15.79%) C#
3 33 (15.79%) Python
4 32 (15.31%) JavaScript
5 24 (11.48%) Scala
6 11 (5.26%) PHP
7 7 (3.35%) R
7 7 (3.35%) Ruby
8 6 (2.87%) Objective-C
8 6 (2.87%) PowerShell
9 5 (2.39%) Groovy
10 4 (1.91%) Bash Shell
10 4 (1.91%) C
10 4 (1.91%) C++
10 4 (1.91%) MATLAB
11 2 (0.96%) Perl
11 2 (0.96%) Shell Script
12 1 (0.48%) T-SQL
12 1 (0.48%) VBA
Qualifications
1 14 (6.70%) PhD
2 9 (4.31%) CCDE
2 9 (4.31%) CCIE
2 9 (4.31%) CCNP
2 9 (4.31%) CCSP
2 9 (4.31%) Cisco Certification
2 9 (4.31%) VMware Certified Professional (VCP)
3 5 (2.39%) Degree
4 3 (1.44%) Microsoft Certification
5 2 (0.96%) Postgraduate
6 1 (0.48%) PRINCE2 Certification
Quality Assurance & Compliance
1 36 (17.22%) Data Quality
2 3 (1.44%) SLA
3 2 (0.96%) QA
System Software
1 25 (11.96%) VMware Infrastructure
2 15 (7.18%) Apache Flume
2 15 (7.18%) HDFS
3 7 (3.35%) Docker
4 6 (2.87%) vSphere
5 4 (1.91%) KVM
6 3 (1.44%) Xen
Systems Management
1 25 (11.96%) Puppet
2 10 (4.78%) Opscode Chef
3 9 (4.31%) Ansible
3 9 (4.31%) CA Wily
3 9 (4.31%) HP SiteScope
3 9 (4.31%) Salt
4 7 (3.35%) Nagios
5 6 (2.87%) CA Single Sign-On
6 3 (1.44%) Cacti
6 3 (1.44%) Graphite
6 3 (1.44%) Munin
6 3 (1.44%) OpenNMS
6 3 (1.44%) Opsview
6 3 (1.44%) Zenoss
Vendors
1 38 (18.18%) Oracle
2 31 (14.83%) Hortonworks
3 26 (12.44%) Cloudera
4 25 (11.96%) VMware
5 24 (11.48%) HP
6 23 (11.00%) Microsoft
7 20 (9.57%) Talend
8 18 (8.61%) Cisco
9 15 (7.18%) MapR
10 14 (6.70%) F5
11 12 (5.74%) ArcSight
11 12 (5.74%) CA
11 12 (5.74%) Juniper
12 11 (5.26%) Informatica
12 11 (5.26%) Netezza
12 11 (5.26%) Teradata
13 10 (4.78%) Greenplum
13 10 (4.78%) MuleSoft
13 10 (4.78%) Red Hat
14 9 (4.31%) Symantec
Leeds, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum + Benefits and bonus
Posted: 4 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 4 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £40,000 - £60,000
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £50,000 per annum + 10% Bonus
Posted: 6 days ago
Leeds
Computer Futures
Salary: £39999 - £55000 per annum + bonus, home working
Posted: 19 days ago
Huddersfield
Computer Futures
Salary: competitive
Posted: 19 days ago
Pudsey, West Yorkshire
Lloyds Banking Group
Posted: 20 days ago
Leeds
Churchill Frank International
Salary: £40000 - £60000 per annum + negotiable
Posted: 20 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 21 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 21 days ago
Leeds
Churchill Frank International
Salary: £35000 - £45000 per annum
Posted: 22 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 24 days ago