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

3 months to
28 May 2016
Same period 2015 Same period 2014
Visualisation
Rank 167 182 206
Rank change year-on-year
+15 +24
Permanent jobs citing Visualisation 63 66 54
As % of all permanent IT jobs located in the North West 1.14% 1.07% 0.79%
As % of the Miscellaneous category 2.80% 2.82% 2.20%
Number of salaries quoted 62 53 47
Median salary £40,000 £40,000 £35,000
Median salary % change year-on-year
- +14.28%
90% offered a salary of more than £37,500 £34,000 £27,500
10% offered a salary of more than £64,500 £51,500 £72,500
UK excluding London median salary £45,000 £42,750 £45,000
% change year-on-year
+5.26% -5.00%
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
2249 2337 2452
As % of all permanent IT jobs located in the North West 40.53% 37.88% 35.76%
Number of salaries quoted 1925 1861 1904
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 £23,500
10% offered a salary of more than £57,500 £55,000 £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 28 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 28 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 +5 51 £40,000 - 19
Cheshire +16 5 £40,000 - 1
Merseyside +3 5 £70,000 +69.69% 1
Cumbria - 1 £43,672 -
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 28 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 69 (53.91%) SQL
2 60 (46.88%) Business Intelligence
3 52 (40.63%) Tableau
4 41 (32.03%) Microsoft
4 41 (32.03%) Agile Software Development
5 38 (29.69%) MS Office
6 35 (27.34%) Data Visualisation
6 35 (27.34%) Requirements Analysis
6 35 (27.34%) SDLC
7 34 (26.56%) Data Modelling
8 31 (24.22%) QlikView
9 30 (23.44%) Finance
10 29 (22.66%) Project Management
11 28 (21.88%) Stakeholder Management
11 28 (21.88%) BPMN
11 28 (21.88%) Requirements Management
11 28 (21.88%) Software Delivery
11 28 (21.88%) Logical Data Model
12 27 (21.09%) Degree
12 27 (21.09%) Analytics
13 26 (20.31%) E-Commerce
14 24 (18.75%) VBA
14 24 (18.75%) Confluence
14 24 (18.75%) Balsamiq Mockups
14 24 (18.75%) JIRA
14 24 (18.75%) Qlik Sense
15 23 (17.97%) Presales
15 23 (17.97%) User Acceptance Testing
15 23 (17.97%) UML
16 22 (17.19%) 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 24 (18.75%) Confluence
2 5 (3.91%) SAS
3 3 (2.34%) NetWeaver
4 2 (1.56%) Exchange Server 2003
4 2 (1.56%) Exchange Server 2007
4 2 (1.56%) Exchange Server 2013
4 2 (1.56%) MS Exchange
4 2 (1.56%) Node.js
5 1 (0.78%) Apache Pig
5 1 (0.78%) ArcGIS
5 1 (0.78%) ArcSDE
5 1 (0.78%) SharePoint
Applications
1 38 (29.69%) MS Office
2 13 (10.16%) MS Excel
3 11 (8.59%) SPSS
4 6 (4.69%) MS PowerPoint
4 6 (4.69%) MS Visio
Business Applications
1 3 (2.34%) SAP BPC
2 1 (0.78%) Dynamics NAV
Cloud Services
1 6 (4.69%) Amazon AWS
2 3 (2.34%) Microsoft Azure
3 2 (1.56%) Google Analytics
3 2 (1.56%) Office 365
Communications & Networking
1 2 (1.56%) BGP
1 2 (1.56%) DWDM
1 2 (1.56%) MPLS
1 2 (1.56%) OSPF
1 2 (1.56%) VLAN
2 1 (0.78%) Structured Cabling
Database & Business Intelligence
1 31 (24.22%) QlikView
2 24 (18.75%) Qlik Sense
3 22 (17.19%) SQL Server
4 15 (11.72%) Data Warehouse
5 12 (9.38%) BusinessObjects
5 12 (9.38%) SQL Server Reporting Services
6 11 (8.59%) SQL Server Integration Services
7 10 (7.81%) SQL Server Analysis Services
8 8 (6.25%) Big Data
8 8 (6.25%) SQL Server 2012
9 7 (5.47%) IBM BigInsights
10 6 (4.69%) Power BI
11 5 (3.91%) GIS
12 4 (3.13%) Oracle Database
12 4 (3.13%) SQL Server 2014
12 4 (3.13%) Tableau Vizable
13 3 (2.34%) SAP BW
13 3 (2.34%) Spotfire
13 3 (2.34%) SQL Server 2008
14 2 (1.56%) Data Mining
Development Applications
1 24 (18.75%) Balsamiq Mockups
1 24 (18.75%) JIRA
2 3 (2.34%) Oracle Forms
2 3 (2.34%) Team Foundation Server
3 2 (1.56%) Git (software)
4 1 (0.78%) Axure RP
4 1 (0.78%) ERwin
4 1 (0.78%) Subversion
General
1 30 (23.44%) Finance
2 9 (7.03%) Retail
3 3 (2.34%) Banking
3 3 (2.34%) Legal
3 3 (2.34%) Marketing
4 2 (1.56%) Advertising
5 1 (0.78%) Games
5 1 (0.78%) Law
5 1 (0.78%) Pharmaceutical
Job Titles
1 68 (53.13%) Analyst
2 29 (22.66%) Business Intelligence Analyst
3 28 (21.88%) Business Analyst
4 23 (17.97%) Technical Analyst
4 23 (17.97%) Technical Business Analyst
5 19 (14.84%) Developer
6 13 (10.16%) Architect
6 13 (10.16%) Business Intelligence Developer
7 10 (7.81%) Data Analyst
8 7 (5.47%) Administrator
8 7 (5.47%) Systems Administrator
9 6 (4.69%) Consultant
9 6 (4.69%) Enterprise Architect
10 5 (3.91%) Digital Analyst
10 5 (3.91%) Digital Business Analyst
10 5 (3.91%) Front End Developer (Client-Side Developer)
11 4 (3.13%) .NET Technical Architect
11 4 (3.13%) Analytics Consultant
11 4 (3.13%) Excel Analyst
11 4 (3.13%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (6.25%) MDX
2 5 (3.91%) AngularJS
2 5 (3.91%) CSS
2 5 (3.91%) HTML
2 5 (3.91%) jQuery
3 4 (3.13%) .NET
3 4 (3.13%) ASP.NET
3 4 (3.13%) ASP.NET MVC
3 4 (3.13%) CSS3
3 4 (3.13%) HTML5
3 4 (3.13%) Web Services
3 4 (3.13%) WPF
4 3 (2.34%) Backbone.js
4 3 (2.34%) SAP Basis
4 3 (2.34%) SAP Business Workflow
5 2 (1.56%) D3.js
5 2 (1.56%) Marionette.js
5 2 (1.56%) Natural Language Processing
6 1 (0.78%) NumPy
6 1 (0.78%) React
Miscellaneous
1 19 (14.84%) Analytical Skills
2 10 (7.81%) User Experience
3 5 (3.91%) Tandem
4 4 (3.13%) Algorithms
4 4 (3.13%) Mathematics
5 3 (2.34%) Computer Science
5 3 (2.34%) Credit Risk
5 3 (2.34%) Management Information System
5 3 (2.34%) Statistics
6 2 (1.56%) Mobile App
7 1 (0.78%) CCTV
7 1 (0.78%) Data Structures
7 1 (0.78%) NHS
7 1 (0.78%) Physics
7 1 (0.78%) Social Media
Operating Systems
1 10 (7.81%) Unix
2 9 (7.03%) Linux
3 2 (1.56%) Windows
3 2 (1.56%) Windows Server 2003
3 2 (1.56%) Windows Server 2008
3 2 (1.56%) Windows Server 2012
Processes & Methodologies
1 60 (46.88%) Business Intelligence
2 41 (32.03%) Agile Software Development
3 35 (27.34%) Data Visualisation
3 35 (27.34%) Requirements Analysis
3 35 (27.34%) SDLC
4 34 (26.56%) Data Modelling
5 29 (22.66%) Project Management
6 28 (21.88%) BPMN
6 28 (21.88%) Logical Data Model
6 28 (21.88%) Requirements Management
6 28 (21.88%) Software Delivery
6 28 (21.88%) Stakeholder Management
7 27 (21.09%) Analytics
8 26 (20.31%) E-Commerce
9 23 (17.97%) Presales
9 23 (17.97%) UML
9 23 (17.97%) User Acceptance Testing
10 15 (11.72%) Data Analysis
10 15 (11.72%) Data Analytics
11 11 (8.59%) ETL
Programming Languages
1 69 (53.91%) SQL
2 24 (18.75%) VBA
3 12 (9.38%) Python
4 11 (8.59%) T-SQL
5 10 (7.81%) JavaScript
6 7 (5.47%) Bash Shell
6 7 (5.47%) Java
6 7 (5.47%) Perl
7 4 (3.13%) C#
8 3 (2.34%) ABAP
9 2 (1.56%) Data Analysis Expressions (DAX)
9 2 (1.56%) R
10 1 (0.78%) C
10 1 (0.78%) Scala
Qualifications
1 27 (21.09%) Degree
2 8 (6.25%) SC Cleared
2 8 (6.25%) Security Cleared
3 6 (4.69%) MBA
4 3 (2.34%) ISEB
5 2 (1.56%) JNCIA
5 2 (1.56%) MCSA
5 2 (1.56%) MCSE
5 2 (1.56%) Microsoft Certification
5 2 (1.56%) PhD
6 1 (0.78%) Chartered Engineer
6 1 (0.78%) DV Cleared
Quality Assurance & Compliance
1 4 (3.13%) Data Quality
2 3 (2.34%) QA
System Software
1 7 (5.47%) GPFS
2 2 (1.56%) Active Directory
2 2 (1.56%) Hyper-V
Systems Management
1 7 (5.47%) Tivoli
1 7 (5.47%) Tivoli Storage Manager
Vendors
1 52 (40.63%) Tableau
2 41 (32.03%) Microsoft
3 11 (8.59%) Oracle
4 9 (7.03%) Cognos
5 8 (6.25%) IBM
6 7 (5.47%) Intel
7 6 (4.69%) OpenText
7 6 (4.69%) SAP
8 3 (2.34%) Apple
8 3 (2.34%) Google
9 2 (1.56%) Extreme Networks
9 2 (1.56%) Juniper
9 2 (1.56%) TIBCO
10 1 (0.78%) Avaya
10 1 (0.78%) Hyperion
10 1 (0.78%) Mapinfo
10 1 (0.78%) Northgate
10 1 (0.78%) Teradata
10 1 (0.78%) Verint
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