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

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Visualisation
Rank 205 201 222
Rank change year-on-year
-4 +21
Permanent jobs citing Visualisation 37 54 33
As % of all permanent IT jobs located in the North West 0.63% 0.83% 0.46%
As % of the Miscellaneous category 1.58% 2.22% 1.30%
Number of salaries quoted 32 42 30
Median salary £40,000 £45,000 £60,000
Median salary % change year-on-year
-11.11% -25.00%
90% offered a salary of more than £32,500 £35,000 £30,000
10% offered a salary of more than £57,500 £55,000 £80,000
UK excluding London median salary £45,000 £46,377 £45,000
% change year-on-year
-2.96% +3.05%
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
2344 2430 2540
As % of all permanent IT jobs located in the North West 39.93% 37.17% 35.67%
Number of salaries quoted 1990 1905 1951
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £55,000 £60,000 £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 29 July 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 29 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
Manchester +15 35 £40,000 -3.03% 8
Merseyside -16 1 £72,500 +70.58%
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 29 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 North West region with a requirement for Visualisation.

1 68 (58.12%) SQL
2 60 (51.28%) Business Intelligence
3 57 (48.72%) Tableau
4 36 (30.77%) Analytics
5 35 (29.91%) QlikView
6 34 (29.06%) Data Visualisation
7 32 (27.35%) Finance
8 31 (26.50%) Microsoft
8 31 (26.50%) E-Commerce
9 26 (22.22%) VBA
9 26 (22.22%) Agile Software Development
10 24 (20.51%) Qlik Sense
11 23 (19.66%) MS Office
11 23 (19.66%) Data Warehouse
12 22 (18.80%) SQL Server
13 20 (17.09%) Data Modelling
14 19 (16.24%) Requirements Analysis
15 18 (15.38%) SDLC
16 17 (14.53%) Analytical Skills
16 17 (14.53%) Degree
16 17 (14.53%) Stakeholder Management
17 16 (13.68%) Project Management
17 16 (13.68%) Cognos
17 16 (13.68%) User Acceptance Testing
18 15 (12.82%) BPMN
18 15 (12.82%) JIRA
18 15 (12.82%) Requirements Management
18 15 (12.82%) Balsamiq Mockups
18 15 (12.82%) Confluence
18 15 (12.82%) Logical Data Model

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 15 (12.82%) Confluence
2 11 (9.40%) SharePoint
3 4 (3.42%) SAS
4 2 (1.71%) Apache Pig
4 2 (1.71%) NetWeaver
5 1 (0.85%) ArcGIS
5 1 (0.85%) ArcSDE
5 1 (0.85%) Exchange Server 2003
5 1 (0.85%) Exchange Server 2007
5 1 (0.85%) Exchange Server 2013
5 1 (0.85%) MS Exchange
Applications
1 23 (19.66%) MS Office
2 11 (9.40%) MS Excel
3 8 (6.84%) SPSS
4 4 (3.42%) MS PowerPoint
4 4 (3.42%) MS Visio
Business Applications
1 2 (1.71%) Dynamics NAV
1 2 (1.71%) SAP BPC
Cloud Services
1 5 (4.27%) Amazon AWS
2 4 (3.42%) Google Analytics
3 3 (2.56%) Microsoft Azure
4 1 (0.85%) Office 365
Communications & Networking
1 2 (1.71%) BGP
1 2 (1.71%) DWDM
1 2 (1.71%) MPLS
1 2 (1.71%) OSPF
2 1 (0.85%) Structured Cabling
2 1 (0.85%) VLAN
Database & Business Intelligence
1 35 (29.91%) QlikView
2 24 (20.51%) Qlik Sense
3 23 (19.66%) Data Warehouse
4 22 (18.80%) SQL Server
5 14 (11.97%) SQL Server Reporting Services
6 12 (10.26%) SQL Server Integration Services
7 11 (9.40%) SQL Server Analysis Services
8 10 (8.55%) Big Data
8 10 (8.55%) Power BI
9 8 (6.84%) BusinessObjects
9 8 (6.84%) SQL Server 2012
9 8 (6.84%) SQL Server 2014
10 7 (5.98%) SQL Server 2008
11 5 (4.27%) GIS
11 5 (4.27%) IBM BigInsights
12 4 (3.42%) Couchbase
12 4 (3.42%) MongoDB
12 4 (3.42%) NoSQL
12 4 (3.42%) SQL Server 2016
13 3 (2.56%) PowerPivot
Development Applications
1 15 (12.82%) Balsamiq Mockups
1 15 (12.82%) JIRA
2 3 (2.56%) Git (software)
2 3 (2.56%) Team Foundation Server
3 2 (1.71%) Oracle Forms
4 1 (0.85%) Subversion
General
1 32 (27.35%) Finance
2 8 (6.84%) Retail
3 6 (5.13%) Banking
4 4 (3.42%) Marketing
5 3 (2.56%) Legal
6 2 (1.71%) Advertising
7 1 (0.85%) Law
Job Titles
1 52 (44.44%) Analyst
2 26 (22.22%) Business Intelligence Analyst
3 24 (20.51%) Developer
4 19 (16.24%) Business Intelligence Developer
5 15 (12.82%) Business Analyst
5 15 (12.82%) Technical Analyst
5 15 (12.82%) Technical Business Analyst
6 10 (8.55%) Data Analyst
7 9 (7.69%) Team Leader
8 8 (6.84%) Architect
9 5 (4.27%) Administrator
9 5 (4.27%) Enterprise Architect
9 5 (4.27%) Lead Developer
9 5 (4.27%) Systems Administrator
10 4 (3.42%) Analytics Manager
10 4 (3.42%) Business Developer
10 4 (3.42%) Consultant
10 4 (3.42%) Front End Developer (Client-Side Developer)
11 3 (2.56%) Analytics Consultant
11 3 (2.56%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 8 (6.84%) MDX
2 4 (3.42%) AngularJS
3 3 (2.56%) CSS
3 3 (2.56%) HTML
3 3 (2.56%) jQuery
3 3 (2.56%) Web Services
4 2 (1.71%) .NET
4 2 (1.71%) ASP.NET
4 2 (1.71%) ASP.NET MVC
4 2 (1.71%) Backbone.js
4 2 (1.71%) CSS3
4 2 (1.71%) D3.js
4 2 (1.71%) HTML5
4 2 (1.71%) SAP Basis
4 2 (1.71%) WPF
5 1 (0.85%) KnockoutJS
5 1 (0.85%) Marionette.js
5 1 (0.85%) Natural Language Processing
5 1 (0.85%) Node.js
5 1 (0.85%) React
Miscellaneous
1 17 (14.53%) Analytical Skills
2 4 (3.42%) Data Structures
3 3 (2.56%) Algorithms
3 3 (2.56%) Credit Risk
3 3 (2.56%) Mathematics
3 3 (2.56%) Statistics
3 3 (2.56%) User Experience
4 2 (1.71%) Computer Science
4 2 (1.71%) Management Information System
4 2 (1.71%) Mobile App
5 1 (0.85%) CCTV
5 1 (0.85%) NHS
5 1 (0.85%) Tandem
Operating Systems
1 7 (5.98%) Unix
2 6 (5.13%) Linux
3 1 (0.85%) Windows
3 1 (0.85%) Windows Server 2003
3 1 (0.85%) Windows Server 2008
3 1 (0.85%) Windows Server 2012
Processes & Methodologies
1 60 (51.28%) Business Intelligence
2 36 (30.77%) Analytics
3 34 (29.06%) Data Visualisation
4 31 (26.50%) E-Commerce
5 26 (22.22%) Agile Software Development
6 20 (17.09%) Data Modelling
7 19 (16.24%) Requirements Analysis
8 18 (15.38%) SDLC
9 17 (14.53%) Stakeholder Management
10 16 (13.68%) Project Management
10 16 (13.68%) User Acceptance Testing
11 15 (12.82%) BPMN
11 15 (12.82%) Data Analytics
11 15 (12.82%) Logical Data Model
11 15 (12.82%) Presales
11 15 (12.82%) Requirements Management
11 15 (12.82%) Software Delivery
11 15 (12.82%) UML
12 14 (11.97%) ETL
13 12 (10.26%) Data Analysis
Programming Languages
1 68 (58.12%) SQL
2 26 (22.22%) VBA
3 13 (11.11%) T-SQL
4 9 (7.69%) Python
5 7 (5.98%) JavaScript
6 6 (5.13%) Data Analysis Expressions (DAX)
7 5 (4.27%) Bash Shell
7 5 (4.27%) Perl
8 3 (2.56%) Java
9 2 (1.71%) C#
9 2 (1.71%) R
10 1 (0.85%) ABAP
Qualifications
1 17 (14.53%) Degree
2 6 (5.13%) SC Cleared
2 6 (5.13%) Security Cleared
3 4 (3.42%) MBA
4 2 (1.71%) ISEB
4 2 (1.71%) JNCIA
5 1 (0.85%) Chartered Engineer
5 1 (0.85%) DV Cleared
5 1 (0.85%) MCSA
5 1 (0.85%) MCSE
5 1 (0.85%) Microsoft Certification
5 1 (0.85%) PhD
Quality Assurance & Compliance
1 4 (3.42%) Data Quality
2 1 (0.85%) QA
System Software
1 5 (4.27%) GPFS
2 1 (0.85%) Active Directory
2 1 (0.85%) Hyper-V
Systems Management
1 5 (4.27%) Tivoli
1 5 (4.27%) Tivoli Storage Manager
Vendors
1 57 (48.72%) Tableau
2 31 (26.50%) Microsoft
3 16 (13.68%) Cognos
4 15 (12.82%) IBM
5 11 (9.40%) Oracle
6 6 (5.13%) Google
7 5 (4.27%) Intel
8 3 (2.56%) OpenText
8 3 (2.56%) SAP
9 2 (1.71%) Apple
9 2 (1.71%) Extreme Networks
9 2 (1.71%) Juniper
9 2 (1.71%) Teradata
9 2 (1.71%) TIBCO
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