The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Visualisation
Rank 150 196 193
Rank change year-on-year
+46 -3
Permanent jobs citing Visualisation 78 56 62
As % of all permanent IT jobs located in the North West 1.38% 0.87% 0.88%
As % of the Miscellaneous category 3.45% 2.32% 2.46%
Number of salaries quoted 74 43 50
Median salary £37,500 £40,000 £35,000
Median salary % change year-on-year
-6.25% +14.28%
90% offered a salary of more than £26,425 £30,100 £25,000
10% offered a salary of more than £65,000 £44,500 £73,500
UK excluding London median salary £45,000 £42,500 £45,000
% change year-on-year
+5.88% -5.55%
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 North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2262 2418 2518
As % of all permanent IT jobs located in the North West 40.07% 37.76% 35.83%
Number of salaries quoted 1901 1916 1957
Median salary £40,000 £40,000 £36,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £25,000 £25,000 £23,750
10% offered a salary of more than £60,000 £52,500 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend in the North West

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

Visualisation Jobs Demand Trend in the North West

Visualisation
Salary Trend in the North West

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

Visualisation Salary Trend in the North West

Visualisation
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Visualisation across the North West region over the 3 months to 4 May 2016.

Visualisation Salary Histogram in the North West

Visualisation
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the North West region over the 3 months to 4 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
Manchester +28 56 £37,500 -6.25% 6
Cheshire +26 12 £30,223 -13.65% 1
Merseyside +4 6 £49,000 +22.50%
Cumbria - 1 £43,672 -
Lancashire - 1 £30,459 -
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 4 May 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 North West region with a requirement for Visualisation.

1 72 (54.55%) SQL
2 59 (44.70%) Business Intelligence
3 50 (37.88%) Tableau
4 44 (33.33%) Microsoft
5 43 (32.58%) Agile Software Development
6 39 (29.55%) MS Office
6 39 (29.55%) Data Visualisation
7 38 (28.79%) SDLC
8 37 (28.03%) Requirements Analysis
9 36 (27.27%) Data Modelling
10 33 (25.00%) Project Management
11 31 (23.48%) Finance
12 30 (22.73%) Stakeholder Management
12 30 (22.73%) Requirements Management
12 30 (22.73%) Degree
12 30 (22.73%) BPMN
12 30 (22.73%) Software Delivery
12 30 (22.73%) Logical Data Model
13 29 (21.97%) Analytics
14 28 (21.21%) QlikView
15 26 (19.70%) JIRA
15 26 (19.70%) Confluence
15 26 (19.70%) Balsamiq Mockups
16 25 (18.94%) User Acceptance Testing
16 25 (18.94%) VBA
16 25 (18.94%) UML
16 25 (18.94%) Presales
17 24 (18.18%) Qlik Sense
17 24 (18.18%) E-Commerce
18 21 (15.91%) SQL Server

Visualisation
Top Related IT Skills in the North West 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 26 (19.70%) Confluence
2 5 (3.79%) SAS
3 3 (2.27%) NetWeaver
4 2 (1.52%) Node.js
5 1 (0.76%) Apache
5 1 (0.76%) ArcGIS
5 1 (0.76%) ArcSDE
5 1 (0.76%) Exchange Server 2003
5 1 (0.76%) Exchange Server 2007
5 1 (0.76%) Exchange Server 2013
5 1 (0.76%) MS Exchange
5 1 (0.76%) nginx
Applications
1 39 (29.55%) MS Office
2 15 (11.36%) MS Excel
3 11 (8.33%) SPSS
4 6 (4.55%) MS PowerPoint
4 6 (4.55%) MS Visio
Business Applications
1 3 (2.27%) SAP BPC
Cloud Services
1 5 (3.79%) Amazon AWS
2 4 (3.03%) Google Analytics
3 3 (2.27%) Google Tag Manager
4 2 (1.52%) Office 365
5 1 (0.76%) Microsoft Azure
Communications & Networking
1 2 (1.52%) BGP
1 2 (1.52%) DWDM
1 2 (1.52%) MPLS
1 2 (1.52%) OSPF
2 1 (0.76%) DHCP
2 1 (0.76%) DNS
2 1 (0.76%) Firewall
2 1 (0.76%) Network Security
2 1 (0.76%) Structured Cabling
2 1 (0.76%) VLAN
Database & Business Intelligence
1 28 (21.21%) QlikView
2 24 (18.18%) Qlik Sense
3 21 (15.91%) SQL Server
4 16 (12.12%) Data Warehouse
5 12 (9.09%) BusinessObjects
6 10 (7.58%) SQL Server Reporting Services
7 9 (6.82%) SQL Server Integration Services
8 8 (6.06%) SQL Server Analysis Services
9 7 (5.30%) Big Data
9 7 (5.30%) IBM BigInsights
10 6 (4.55%) SQL Server 2012
11 5 (3.79%) GIS
12 4 (3.03%) Oracle Database
12 4 (3.03%) Tableau Vizable
13 3 (2.27%) Power BI
13 3 (2.27%) SAP BW
13 3 (2.27%) Spotfire
14 2 (1.52%) Data Mining
14 2 (1.52%) OLAP
14 2 (1.52%) Text Mining
Development Applications
1 26 (19.70%) Balsamiq Mockups
1 26 (19.70%) JIRA
2 3 (2.27%) Oracle Forms
3 2 (1.52%) Git (software)
3 2 (1.52%) Subversion
3 2 (1.52%) Team Foundation Server
4 1 (0.76%) Axure RP
4 1 (0.76%) ERwin
4 1 (0.76%) Jasmine
4 1 (0.76%) QUnit
General
1 31 (23.48%) Finance
2 9 (6.82%) Retail
3 6 (4.55%) Marketing
4 4 (3.03%) Banking
5 2 (1.52%) Legal
6 1 (0.76%) Advertising
6 1 (0.76%) Games
6 1 (0.76%) Law
6 1 (0.76%) Pharmaceutical
6 1 (0.76%) Telecoms
Job Titles
1 71 (53.79%) Analyst
2 30 (22.73%) Business Analyst
2 30 (22.73%) Business Intelligence Analyst
3 25 (18.94%) Technical Analyst
3 25 (18.94%) Technical Business Analyst
4 16 (12.12%) Developer
5 14 (10.61%) Architect
6 11 (8.33%) Business Intelligence Developer
7 10 (7.58%) Data Analyst
8 8 (6.06%) Administrator
8 8 (6.06%) Systems Administrator
9 6 (4.55%) Enterprise Architect
10 5 (3.79%) .NET Architect
10 5 (3.79%) .NET Technical Architect
10 5 (3.79%) Analytics Manager
10 5 (3.79%) C# Architect
10 5 (3.79%) Consultant
10 5 (3.79%) Digital Analyst
10 5 (3.79%) Digital Business Analyst
10 5 (3.79%) Technical Architect
Libraries, Frameworks & Software Standards
1 6 (4.55%) CSS
1 6 (4.55%) CSS3
1 6 (4.55%) HTML
1 6 (4.55%) HTML5
1 6 (4.55%) jQuery
1 6 (4.55%) MDX
2 5 (3.79%) .NET
2 5 (3.79%) ASP.NET
2 5 (3.79%) ASP.NET MVC
2 5 (3.79%) WPF
3 4 (3.03%) AngularJS
4 3 (2.27%) Backbone.js
4 3 (2.27%) SAP Basis
4 3 (2.27%) SAP Business Workflow
4 3 (2.27%) Web Services
5 2 (1.52%) Marionette.js
5 2 (1.52%) Natural Language Processing
6 1 (0.76%) D3.js
6 1 (0.76%) Ember.js
6 1 (0.76%) LEMP Stack
Miscellaneous
1 20 (15.15%) Analytical Skills
2 10 (7.58%) User Experience
3 7 (5.30%) Mathematics
4 5 (3.79%) Tandem
5 4 (3.03%) Algorithms
5 4 (3.03%) Statistics
6 3 (2.27%) Credit Risk
6 3 (2.27%) Management Information System
6 3 (2.27%) Mobile App
7 2 (1.52%) Computer Science
8 1 (0.76%) Blackberry
8 1 (0.76%) CCTV
8 1 (0.76%) Data Extraction
8 1 (0.76%) Data Structures
8 1 (0.76%) NHS
8 1 (0.76%) Physics
8 1 (0.76%) Psychology
8 1 (0.76%) Social Media
Operating Systems
1 11 (8.33%) Unix
2 9 (6.82%) Linux
3 3 (2.27%) Windows
4 2 (1.52%) Windows Server 2008
5 1 (0.76%) Android
5 1 (0.76%) Apple iOS
5 1 (0.76%) Debian
5 1 (0.76%) webOS
5 1 (0.76%) Windows Phone
5 1 (0.76%) Windows Phone 7
5 1 (0.76%) Windows Server
5 1 (0.76%) Windows Server 2003
5 1 (0.76%) Windows Server 2012
Processes & Methodologies
1 59 (44.70%) Business Intelligence
2 43 (32.58%) Agile Software Development
3 39 (29.55%) Data Visualisation
4 38 (28.79%) SDLC
5 37 (28.03%) Requirements Analysis
6 36 (27.27%) Data Modelling
7 33 (25.00%) Project Management
8 30 (22.73%) BPMN
8 30 (22.73%) Logical Data Model
8 30 (22.73%) Requirements Management
8 30 (22.73%) Software Delivery
8 30 (22.73%) Stakeholder Management
9 29 (21.97%) Analytics
10 25 (18.94%) Presales
10 25 (18.94%) UML
10 25 (18.94%) User Acceptance Testing
11 24 (18.18%) E-Commerce
12 15 (11.36%) Data Analysis
13 14 (10.61%) Data Analytics
14 11 (8.33%) ETL
Programming Languages
1 72 (54.55%) SQL
2 25 (18.94%) VBA
3 11 (8.33%) Python
4 10 (7.58%) JavaScript
5 9 (6.82%) T-SQL
6 7 (5.30%) Bash Shell
6 7 (5.30%) Java
6 7 (5.30%) Perl
7 5 (3.79%) C#
8 3 (2.27%) ABAP
9 1 (0.76%) C
9 1 (0.76%) PHP
9 1 (0.76%) PowerShell
9 1 (0.76%) R
9 1 (0.76%) Scala
Qualifications
1 30 (22.73%) Degree
2 8 (6.06%) SC Cleared
2 8 (6.06%) Security Cleared
3 6 (4.55%) MBA
4 3 (2.27%) ISEB
5 2 (1.52%) JNCIA
5 2 (1.52%) PhD
6 1 (0.76%) Chartered Engineer
6 1 (0.76%) DV Cleared
6 1 (0.76%) MCSA
6 1 (0.76%) MCSE
6 1 (0.76%) Microsoft Certification
Quality Assurance & Compliance
1 4 (3.03%) Data Quality
2 3 (2.27%) QA
System Software
1 7 (5.30%) GPFS
2 2 (1.52%) Active Directory
3 1 (0.76%) Hyper-V
3 1 (0.76%) Postfix
3 1 (0.76%) Varnish
3 1 (0.76%) VMware Infrastructure
3 1 (0.76%) XenServer
Systems Management
1 7 (5.30%) Tivoli
1 7 (5.30%) Tivoli Storage Manager
Vendors
1 50 (37.88%) Tableau
2 44 (33.33%) Microsoft
3 11 (8.33%) Oracle
4 9 (6.82%) Cognos
5 8 (6.06%) IBM
6 7 (5.30%) Intel
7 6 (4.55%) OpenText
7 6 (4.55%) SAP
8 4 (3.03%) Google
9 2 (1.52%) Extreme Networks
9 2 (1.52%) Juniper
9 2 (1.52%) TIBCO
10 1 (0.76%) Apple
10 1 (0.76%) Avaya
10 1 (0.76%) Cisco
10 1 (0.76%) Hyperion
10 1 (0.76%) Mapinfo
10 1 (0.76%) Northgate
10 1 (0.76%) Verint
10 1 (0.76%) VMware
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