The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation 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
Visualisation
Rank 195 205 239
Rank change year-on-year
+10 +34
Permanent jobs citing Visualisation 39 54 22
As % of all permanent IT jobs located in Yorkshire 0.70% 0.78% 0.31%
As % of the Miscellaneous category 2.21% 2.42% 0.99%
Number of salaries quoted 36 31 12
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £38,750 £35,000 £37,500
10% offered a salary of more than £70,000 £50,000 £54,500
UK excluding London median salary £45,000 £46,313 £45,000
% change year-on-year
-2.83% +2.91%
Visualisation
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Yorkshire region.

Miscellaneous Category
Yorkshire
Permanent IT job ads with a match in the
Miscellaneous category
1762 2234 2218
As % of all permanent IT jobs located in Yorkshire 31.72% 32.39% 31.41%
Number of salaries quoted 1403 1702 1621
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £25,000 £25,000 £24,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Yorkshire

Visualisation
Salary Trend in Yorkshire

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

Visualisation Salary Trend in Yorkshire

Visualisation
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Visualisation across the Yorkshire region over the 3 months to 28 July 2016.

Visualisation Salary Histogram in Yorkshire

Visualisation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Yorkshire region over the 3 months to 28 July 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 +10 32 £52,500 +5.00% 12
North Yorkshire - 7 £47,500 - 1
Visualisation
England

Visualisation
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 July 2016, IT jobs citing Visualisation 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 Visualisation.

1 48 (56.47%) Data Visualisation
2 47 (55.29%) Business Intelligence
3 30 (35.29%) SQL Server
4 29 (34.12%) Analytics
5 28 (32.94%) SQL
5 28 (32.94%) SQL Server Reporting Services
6 26 (30.59%) Microsoft
7 23 (27.06%) Data Analytics
8 22 (25.88%) Agile Software Development
8 22 (25.88%) SQL Server Integration Services
9 21 (24.71%) Power BI
10 20 (23.53%) Tableau
11 18 (21.18%) Data Modelling
12 17 (20.00%) SAS
13 16 (18.82%) T-SQL
13 16 (18.82%) C#
13 16 (18.82%) SQL Server Analysis Services
14 15 (17.65%) QlikView
14 15 (17.65%) Big Data
15 14 (16.47%) JavaScript
15 14 (16.47%) Degree
16 13 (15.29%) Business Development
16 13 (15.29%) GIS
17 12 (14.12%) MVC
17 12 (14.12%) Data Analysis
17 12 (14.12%) Project Management
18 11 (12.94%) Web Development
18 11 (12.94%) HTML
19 10 (11.76%) Oracle
19 10 (11.76%) CSS

Visualisation
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 17 (20.00%) SAS
2 5 (5.88%) Apache Pig
2 5 (5.88%) Apache Spark
2 5 (5.88%) SharePoint
3 3 (3.53%) K2 blackpearl
4 1 (1.18%) CMS
4 1 (1.18%) Confluence
4 1 (1.18%) IIS
4 1 (1.18%) Umbraco
Applications
1 8 (9.41%) SPSS
2 5 (5.88%) MS Excel
2 5 (5.88%) MS Office
3 2 (2.35%) MS Visio
Business Applications
1 3 (3.53%) Primavera
Cloud Services
1 3 (3.53%) Amazon AWS
1 3 (3.53%) SaaS
2 1 (1.18%) IaaS
2 1 (1.18%) Microsoft Azure
2 1 (1.18%) PaaS
Communications & Networking
1 3 (3.53%) DHCP
1 3 (3.53%) DNS
1 3 (3.53%) Firewall
1 3 (3.53%) Internet
1 3 (3.53%) TCP/IP
1 3 (3.53%) VLAN
Database & Business Intelligence
1 30 (35.29%) SQL Server
2 28 (32.94%) SQL Server Reporting Services
3 22 (25.88%) SQL Server Integration Services
4 21 (24.71%) Power BI
5 16 (18.82%) SQL Server Analysis Services
6 15 (17.65%) Big Data
6 15 (17.65%) QlikView
7 13 (15.29%) GIS
8 10 (11.76%) Data Mining
9 9 (10.59%) Data Warehouse
10 8 (9.41%) Hadoop
11 6 (7.06%) SQL Server 2012
11 6 (7.06%) SQL Server 2014
12 5 (5.88%) Apache Hive
12 5 (5.88%) Impala
13 4 (4.71%) Biml
13 4 (4.71%) BusinessObjects
13 4 (4.71%) Oracle Database
14 3 (3.53%) NoSQL
14 3 (3.53%) Star Schema
Development Applications
1 9 (10.59%) Jasmine
1 9 (10.59%) QUnit
2 7 (8.24%) Git (software)
3 5 (5.88%) JIRA
4 1 (1.18%) Balsamiq Mockups
4 1 (1.18%) Team Foundation Server
General
1 9 (10.59%) Retail
2 6 (7.06%) Banking
2 6 (7.06%) Legal
3 4 (4.71%) Finance
3 4 (4.71%) Military
4 2 (2.35%) Automotive
4 2 (2.35%) French Language
5 1 (1.18%) Marketing
Job Titles
1 20 (23.53%) Developer
2 12 (14.12%) Business Intelligence Manager
2 12 (14.12%) Consultant
3 10 (11.76%) JavaScript Developer
4 9 (10.59%) Business Manager
4 9 (10.59%) Data Consultant
5 7 (8.24%) Analyst
5 7 (8.24%) Business Intelligence Consultant
6 6 (7.06%) Analytics Consultant
7 5 (5.88%) Analytics Manager
7 5 (5.88%) Architect
7 5 (5.88%) Business Intelligence Developer
7 5 (5.88%) Data Analytics Consultant
7 5 (5.88%) Data Engineer
7 5 (5.88%) SQL Developer
7 5 (5.88%) SSAS Developer
7 5 (5.88%) SSIS Developer
8 4 (4.71%) Data Analytics Manager
8 4 (4.71%) Data Manager
8 4 (4.71%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 11 (12.94%) HTML
2 10 (11.76%) CSS
2 10 (11.76%) D3.js
2 10 (11.76%) JSON
2 10 (11.76%) KnockoutJS
3 9 (10.59%) DOM
3 9 (10.59%) LESS
4 8 (9.41%) MDX
5 6 (7.06%) .NET
6 5 (5.88%) Apache Camel
6 5 (5.88%) Kafka
6 5 (5.88%) NumPy
6 5 (5.88%) Velocity
7 4 (4.71%) .NET Framework
7 4 (4.71%) Web Services
8 2 (2.35%) jQuery
9 1 (1.18%) Ajax
9 1 (1.18%) HTML5
9 1 (1.18%) WCF
9 1 (1.18%) XML
Miscellaneous
1 7 (8.24%) Credit Risk
2 6 (7.06%) Management Information System
3 5 (5.88%) Analytical Skills
4 4 (4.71%) Health Informatics
4 4 (4.71%) Informatics
4 4 (4.71%) Statistics
5 3 (3.53%) Computer Science
5 3 (3.53%) Internet of Things
6 2 (2.35%) Neural Network
7 1 (1.18%) PMI
Operating Systems
1 8 (9.41%) Windows
2 7 (8.24%) Windows Server
3 4 (4.71%) Unix
4 1 (1.18%) Windows Server 2008
4 1 (1.18%) Windows Server 2012
Processes & Methodologies
1 48 (56.47%) Data Visualisation
2 47 (55.29%) Business Intelligence
3 29 (34.12%) Analytics
4 23 (27.06%) Data Analytics
5 22 (25.88%) Agile Software Development
6 18 (21.18%) Data Modelling
7 13 (15.29%) Business Development
8 12 (14.12%) Data Analysis
8 12 (14.12%) MVC
8 12 (14.12%) Project Management
9 11 (12.94%) Web Development
10 9 (10.59%) Kanban
10 9 (10.59%) PRINCE2
10 9 (10.59%) Scrum
10 9 (10.59%) Service Delivery
10 9 (10.59%) SOLID
10 9 (10.59%) TDD
11 8 (9.41%) Business Analysis
12 7 (8.24%) Kimball Methodology
13 6 (7.06%) Predictive Analytics
Programming Languages
1 28 (32.94%) SQL
2 16 (18.82%) C#
2 16 (18.82%) T-SQL
3 14 (16.47%) JavaScript
4 8 (9.41%) Python
5 7 (8.24%) R
6 6 (7.06%) C
7 5 (5.88%) Java
7 5 (5.88%) MATLAB
8 3 (3.53%) Ruby
9 1 (1.18%) PowerShell
9 1 (1.18%) VB.NET
9 1 (1.18%) VBA
Qualifications
1 14 (16.47%) Degree
2 10 (11.76%) Microsoft Certification
3 8 (9.41%) Security Cleared
4 5 (5.88%) PhD
5 4 (4.71%) MCSA
5 4 (4.71%) MCSE
5 4 (4.71%) SC Cleared
6 1 (1.18%) PMI Certification
6 1 (1.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (11.76%) QA
2 5 (5.88%) Data Quality
3 4 (4.71%) DICOM
3 4 (4.71%) HL7
3 4 (4.71%) IAS 39
System Software
1 7 (8.24%) VMware Infrastructure
2 5 (5.88%) Apache Flume
2 5 (5.88%) HDFS
3 3 (3.53%) Active Directory
3 3 (3.53%) Hyper-V
3 3 (3.53%) Xen
Vendors
1 26 (30.59%) Microsoft
2 20 (23.53%) Tableau
3 10 (11.76%) Oracle
4 7 (8.24%) VMware
5 6 (7.06%) MicroStrategy
6 5 (5.88%) Cloudera
6 5 (5.88%) Hortonworks
6 5 (5.88%) MapR
7 4 (4.71%) Ab Initio
7 4 (4.71%) Hyperion
7 4 (4.71%) Informatica
7 4 (4.71%) Sun
8 3 (3.53%) Draytek
8 3 (3.53%) HP
8 3 (3.53%) Meraki
8 3 (3.53%) SAP
8 3 (3.53%) WatchGuard
9 1 (1.18%) Actuate
9 1 (1.18%) EPiServer
9 1 (1.18%) OpenText
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