The table below looks at the statistics for Big Data skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Big Data
Rank 148 214 216
Rank change year-on-year
+66 +2
Permanent jobs citing Big Data 86 53 56
As % of all permanent IT jobs located in Yorkshire 1.52% 0.79% 0.75%
As % of the Database & Business Intelligence category 5.11% 2.45% 2.37%
Number of salaries quoted 76 41 55
Median salary £52,500 £42,500 £42,000
Median salary % change year-on-year
+23.52% +1.19%
90% offered a salary of more than £41,500 £32,500 £30,000
10% offered a salary of more than £75,000 £55,000 £70,500
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
Big Data
England

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 Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1682 2162 2367
As % of all permanent IT jobs located in Yorkshire 29.78% 32.29% 31.77%
Number of salaries quoted 1439 1804 1920
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £52,500 £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 Yorkshire

The demand trend of job ads across the 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 Yorkshire

Big Data
Salary Trend in Yorkshire

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

Big Data Salary Trend in Yorkshire

Big Data
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Yorkshire region over the 3 months to 1 October 2016.

Big Data Salary Histogram in Yorkshire

Big Data
Job Locations in 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 Yorkshire region over the 3 months to 1 October 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
West Yorkshire +51 69 £52,500 +10.52% 6
South Yorkshire +7 10 £60,000 +84.61% 3
North Yorkshire +8 6 £50,000 +42.85% 1
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 1 October 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 Yorkshire region with a requirement for Big Data.

1 86 (48.31%) Business Intelligence
2 82 (46.07%) Hadoop
3 57 (32.02%) Java
4 53 (29.78%) SQL
4 53 (29.78%) Analytics
5 52 (29.21%) SQL Server
6 48 (26.97%) Agile Software Development
7 46 (25.84%) Python
7 46 (25.84%) NoSQL
8 43 (24.16%) ETL
9 42 (23.60%) Data Warehouse
10 40 (22.47%) Microsoft
11 37 (20.79%) Data Modelling
11 37 (20.79%) Oracle
12 31 (17.42%) Retail
12 31 (17.42%) Apache Spark
13 29 (16.29%) Visualisation
14 28 (15.73%) SQL Server Reporting Services
15 27 (15.17%) Amazon AWS
15 27 (15.17%) Finance
16 26 (14.61%) Web Services
16 26 (14.61%) SQL Server Analysis Services
16 26 (14.61%) SQL Server 2016
17 25 (14.04%) Data Analytics
17 25 (14.04%) SQL Server Integration Services
17 25 (14.04%) Banking
18 24 (13.48%) JavaScript
18 24 (13.48%) Data Visualisation
18 24 (13.48%) Analytical Skills
19 23 (12.92%) Data Management

Big Data
Top Related IT Skills in 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 31 (17.42%) Apache Spark
2 15 (8.43%) SAS
3 10 (5.62%) Apache Pig
4 5 (2.81%) Elasticsearch
4 5 (2.81%) Tomcat
5 4 (2.25%) Apache
6 3 (1.69%) Jetty
7 2 (1.12%) JBoss
7 2 (1.12%) Liferay
7 2 (1.12%) OpenStack
7 2 (1.12%) SharePoint
7 2 (1.12%) WebLogic
7 2 (1.12%) WebSphere
8 1 (0.56%) Apache Solr
Applications
1 20 (11.24%) MS Excel
2 12 (6.74%) SPSS
3 2 (1.12%) MS Visio
4 1 (0.56%) MS Office
4 1 (0.56%) MS PowerPoint
Cloud Services
1 27 (15.17%) Amazon AWS
2 22 (12.36%) Microsoft Azure
3 9 (5.06%) PaaS
4 8 (4.49%) Google Cloud Platform
5 5 (2.81%) SaaS
6 4 (2.25%) Cloud Computing
7 2 (1.12%) AWS CloudFormation
8 1 (0.56%) Google Analytics
8 1 (0.56%) Office 365
Communications & Networking
1 10 (5.62%) Internet
2 3 (1.69%) DNS
2 3 (1.69%) Firewall
3 2 (1.12%) BGP
3 2 (1.12%) HTTP
3 2 (1.12%) MVNO
3 2 (1.12%) NAS
3 2 (1.12%) Network Security
3 2 (1.12%) Reverse Proxy
3 2 (1.12%) SAN
4 1 (0.56%) AMQP
4 1 (0.56%) Kerberos
4 1 (0.56%) MQTT
Database & Business Intelligence
1 82 (46.07%) Hadoop
2 52 (29.21%) SQL Server
3 46 (25.84%) NoSQL
4 42 (23.60%) Data Warehouse
5 28 (15.73%) SQL Server Reporting Services
6 26 (14.61%) SQL Server 2016
6 26 (14.61%) SQL Server Analysis Services
7 25 (14.04%) SQL Server Integration Services
8 22 (12.36%) SQL Server 2012
9 20 (11.24%) MySQL
10 19 (10.67%) SQL Server 2014
11 18 (10.11%) Relational Database
12 17 (9.55%) OLAP
13 16 (8.99%) Apache Hive
13 16 (8.99%) MongoDB
14 12 (6.74%) RDBMS
15 11 (6.18%) OLAP Cube
16 8 (4.49%) Informix
16 8 (4.49%) PowerPivot
16 8 (4.49%) SQL Server 2008
Development Applications
1 9 (5.06%) Jenkins
2 8 (4.49%) Git (software)
3 4 (2.25%) Ant
3 4 (2.25%) Eclipse
3 4 (2.25%) IntelliJ
3 4 (2.25%) Maven
4 2 (1.12%) Oracle Forms
5 1 (0.56%) ERwin
5 1 (0.56%) JUnit
5 1 (0.56%) PowerDesigner
General
1 31 (17.42%) Retail
2 27 (15.17%) Finance
3 25 (14.04%) Banking
4 6 (3.37%) Telecoms
5 4 (2.25%) Marketing
6 2 (1.12%) Advertising
7 1 (0.56%) Games
7 1 (0.56%) Retail Banking
Job Titles
1 55 (30.90%) Developer
2 42 (23.60%) Architect
3 24 (13.48%) Business Intelligence Developer
4 21 (11.80%) Consultant
5 19 (10.67%) Java Developer
6 17 (9.55%) Business Intelligence Consultant
6 17 (9.55%) Data Architect
7 16 (8.99%) Lead Developer
8 15 (8.43%) Data Consultant
8 15 (8.43%) ETL Developer
8 15 (8.43%) SQL Developer
9 13 (7.30%) Big Data Architect
9 13 (7.30%) Java Architect
9 13 (7.30%) SSIS Developer
10 12 (6.74%) Data Warehouse Architect
11 11 (6.18%) .NET Architect
11 11 (6.18%) Java Software Architect
11 11 (6.18%) Software Developer
12 10 (5.62%) Lead Software Developer
12 10 (5.62%) Oracle Architect
Libraries, Frameworks & Software Standards
1 26 (14.61%) Web Services
2 20 (11.24%) .NET
2 20 (11.24%) Node.js
3 16 (8.99%) RESTful
3 16 (8.99%) XML
4 14 (7.87%) JSON
5 10 (5.62%) Java EE
6 9 (5.06%) Spring
7 8 (4.49%) NumPy
7 8 (4.49%) SOAP
8 7 (3.93%) Hibernate
8 7 (3.93%) WSDL
9 6 (3.37%) J2EE
9 6 (3.37%) Kafka
10 5 (2.81%) Apache Camel
10 5 (2.81%) CSS
10 5 (2.81%) D3.js
10 5 (2.81%) HTML
10 5 (2.81%) Struts
10 5 (2.81%) Velocity
Miscellaneous
1 29 (16.29%) Visualisation
2 24 (13.48%) Analytical Skills
3 21 (11.80%) Data Integration
4 14 (7.87%) Credit Risk
5 13 (7.30%) Computer Science
6 11 (6.18%) Virtual Team
7 9 (5.06%) Enterprise Software
7 9 (5.06%) Statistics
8 8 (4.49%) Internet of Things
9 6 (3.37%) Cyberthreat
10 5 (2.81%) Mathematics
11 4 (2.25%) Applied Mathematics
11 4 (2.25%) Cybercrime
11 4 (2.25%) Security Operations Centre
12 3 (1.69%) Algorithms
12 3 (1.69%) Client/Server
12 3 (1.69%) iPad
13 2 (1.12%) Clustering
13 2 (1.12%) Management Information System
13 2 (1.12%) Online Banking
Operating Systems
1 11 (6.18%) Linux
2 3 (1.69%) Windows
3 2 (1.12%) Unix
4 1 (0.56%) CentOS
4 1 (0.56%) Red Hat Enterprise Linux
4 1 (0.56%) Windows Server
4 1 (0.56%) Windows Server 2008
4 1 (0.56%) Windows Server 2012
Processes & Methodologies
1 86 (48.31%) Business Intelligence
2 53 (29.78%) Analytics
3 48 (26.97%) Agile Software Development
4 43 (24.16%) ETL
5 37 (20.79%) Data Modelling
6 25 (14.04%) Data Analytics
7 24 (13.48%) Data Visualisation
8 23 (12.92%) Data Management
9 13 (7.30%) Continuous Improvement
9 13 (7.30%) Data Analysis
9 13 (7.30%) Machine Learning
10 12 (6.74%) Business Development
10 12 (6.74%) Kimball Methodology
10 12 (6.74%) Mentoring
11 11 (6.18%) SOA
12 10 (5.62%) Cybersecurity
12 10 (5.62%) DevOps
12 10 (5.62%) Information Management
12 10 (5.62%) TDD
13 9 (5.06%) Big Data Analytics
Programming Languages
1 57 (32.02%) Java
2 53 (29.78%) SQL
3 46 (25.84%) Python
4 24 (13.48%) JavaScript
5 23 (12.92%) Scala
6 16 (8.99%) C#
6 16 (8.99%) T-SQL
7 11 (6.18%) Ruby
8 10 (5.62%) R
9 9 (5.06%) Data Analysis Expressions (DAX)
10 8 (4.49%) MATLAB
11 5 (2.81%) PHP
12 4 (2.25%) Go
13 3 (1.69%) Bash Shell
13 3 (1.69%) Perl
13 3 (1.69%) VBA
14 2 (1.12%) C
14 2 (1.12%) C++
14 2 (1.12%) PowerShell
14 2 (1.12%) Shell Script
Qualifications
1 11 (6.18%) Degree
2 5 (2.81%) PhD
3 1 (0.56%) Postgraduate
3 1 (0.56%) PRINCE2 Certification
3 1 (0.56%) RHCE
Quality Assurance & Compliance
1 1 (0.56%) PCI DSS
System Software
1 17 (9.55%) Apache Flume
2 9 (5.06%) HDFS
3 5 (2.81%) VMware Infrastructure
4 4 (2.25%) Hyper-V
5 2 (1.12%) Apache ZooKeeper
5 2 (1.12%) Docker
5 2 (1.12%) KVM
6 1 (0.56%) Active Directory
Systems Management
1 6 (3.37%) Puppet
2 4 (2.25%) CA Single Sign-On
2 4 (2.25%) Opscode Chef
3 3 (1.69%) Ambari
3 3 (1.69%) Ansible
3 3 (1.69%) Oozie
3 3 (1.69%) Salt
4 1 (0.56%) Terraform
Vendors
1 40 (22.47%) Microsoft
2 37 (20.79%) Oracle
3 19 (10.67%) Cloudera
4 15 (8.43%) Hortonworks
4 15 (8.43%) Tableau
5 12 (6.74%) Splunk
6 10 (5.62%) SAP
7 9 (5.06%) Google
8 8 (4.49%) HP
8 8 (4.49%) IBM
9 7 (3.93%) CA
10 6 (3.37%) ArcSight
11 5 (2.81%) MapR
11 5 (2.81%) VMware
12 3 (1.69%) Red Hat
12 3 (1.69%) Sybase
13 2 (1.12%) Cisco
13 2 (1.12%) Cognos
13 2 (1.12%) Intel
13 2 (1.12%) Salesforce.com
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Salt
Salary: £50000 - £56000 per annum + pension
Posted: 2 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Leeds
Department for Work and Pensions
Salary: Up to £38,380
Posted: 4 days ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 4 days ago
Leeds, West Yorkshire
Experis Ltd
Posted: 4 days ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £40,000 per annum
Posted: 4 days ago
Sheffield, South Yorkshire
Redrock Consulting Ltd
Salary: £20000 - £40000 per annum + Excellent career progression
Posted: 4 days ago
Sheffield
Bluetown Online LTD
Salary: £40000 per annum
Posted: 23 days ago