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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Visualisation
Rank 217 205 229
Rank change year-on-year
-12 +24
Permanent jobs citing Visualisation 43 50 32
As % of all permanent IT jobs located in the North West 0.68% 0.74% 0.44%
As % of the Miscellaneous category 1.69% 2.05% 1.27%
Number of salaries quoted 32 39 27
Median salary £45,000 £55,000 £47,500
Median salary % change year-on-year
-18.18% +15.78%
90% offered a salary of more than £32,500 £39,700 £32,600
10% offered a salary of more than £59,950 £55,000 £61,000
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
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
2540 2441 2524
As % of all permanent IT jobs located in the North West 39.94% 36.23% 34.54%
Number of salaries quoted 2112 1960 1987
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £26,000 £25,000 £25,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £42,500 £41,837 £40,000
% change year-on-year
+1.58% +4.59%

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 September 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 September 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 +2 34 £45,000 -18.18% 18
Cheshire +13 4 £40,000 -27.27%
Lancashire - 4 £130,000 -
Merseyside - 1 £50,000 -
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 28 September 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 60 (58.25%) SQL
2 56 (54.37%) Business Intelligence
3 41 (39.81%) Tableau
4 38 (36.89%) Analytics
5 33 (32.04%) Data Visualisation
6 30 (29.13%) QlikView
7 28 (27.18%) Agile Software Development
7 28 (27.18%) SQL Server
8 26 (25.24%) Finance
9 22 (21.36%) E-Commerce
9 22 (21.36%) Big Data
10 20 (19.42%) Data Modelling
11 19 (18.45%) Data Warehouse
11 19 (18.45%) ETL
11 19 (18.45%) Microsoft
11 19 (18.45%) T-SQL
12 18 (17.48%) VBA
12 18 (17.48%) Data Analytics
12 18 (17.48%) Qlik Sense
13 16 (15.53%) SQL Server Reporting Services
14 15 (14.56%) Degree
15 13 (12.62%) SQL Server Analysis Services
15 13 (12.62%) SDLC
15 13 (12.62%) SQL Server Integration Services
15 13 (12.62%) HTML
15 13 (12.62%) Oracle
15 13 (12.62%) MS Excel
16 12 (11.65%) JavaScript
16 12 (11.65%) Power BI
17 11 (10.68%) SharePoint

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 11 (10.68%) SharePoint
2 8 (7.77%) Confluence
3 7 (6.80%) SAS
4 5 (4.85%) Apache Pig
5 3 (2.91%) Apache Spark
5 3 (2.91%) Elasticsearch
6 1 (0.97%) Exchange Server 2003
6 1 (0.97%) Exchange Server 2007
6 1 (0.97%) Exchange Server 2013
6 1 (0.97%) MS Exchange
Applications
1 13 (12.62%) MS Excel
2 9 (8.74%) MS Office
3 6 (5.83%) SPSS
Business Applications
1 2 (1.94%) Dynamics NAV
2 1 (0.97%) Oracle Financials
Cloud Services
1 5 (4.85%) Amazon AWS
2 4 (3.88%) Google Analytics
3 3 (2.91%) Microsoft Azure
4 1 (0.97%) Office 365
Communications & Networking
1 2 (1.94%) BGP
1 2 (1.94%) DWDM
1 2 (1.94%) MPLS
1 2 (1.94%) OSPF
2 1 (0.97%) VLAN
Database & Business Intelligence
1 30 (29.13%) QlikView
2 28 (27.18%) SQL Server
3 22 (21.36%) Big Data
4 19 (18.45%) Data Warehouse
5 18 (17.48%) Qlik Sense
6 16 (15.53%) SQL Server Reporting Services
7 13 (12.62%) SQL Server Analysis Services
7 13 (12.62%) SQL Server Integration Services
8 12 (11.65%) Power BI
9 10 (9.71%) Data Mining
9 10 (9.71%) SQL Server 2008
10 9 (8.74%) MongoDB
11 8 (7.77%) MySQL
11 8 (7.77%) SQL Server 2012
12 7 (6.80%) SQL Server 2014
13 6 (5.83%) Hadoop
14 5 (4.85%) Apache Hive
14 5 (4.85%) NoSQL
14 5 (4.85%) Relational Database
15 4 (3.88%) SQL Server 2016
Development Applications
1 8 (7.77%) Balsamiq Mockups
1 8 (7.77%) JIRA
2 3 (2.91%) Talend Open Studio
3 2 (1.94%) Git (software)
3 2 (1.94%) Team Foundation Server
4 1 (0.97%) ERwin
General
1 26 (25.24%) Finance
2 11 (10.68%) Retail
3 9 (8.74%) Banking
4 3 (2.91%) Military
5 2 (1.94%) Advertising
5 2 (1.94%) Legal
5 2 (1.94%) Marketing
6 1 (0.97%) Games
6 1 (0.97%) Manufacturing
Job Titles
1 34 (33.01%) Analyst
2 28 (27.18%) Developer
3 18 (17.48%) Business Intelligence Developer
4 17 (16.50%) Business Intelligence Analyst
5 9 (8.74%) Team Leader
6 8 (7.77%) Business Analyst
6 8 (7.77%) Technical Analyst
6 8 (7.77%) Technical Business Analyst
7 7 (6.80%) Consultant
8 6 (5.83%) JavaScript Developer
9 5 (4.85%) Analytics Manager
9 5 (4.85%) Lead Developer
9 5 (4.85%) Software Engineer
10 4 (3.88%) Analyst Developer
10 4 (3.88%) Analytics Consultant
10 4 (3.88%) Architect
10 4 (3.88%) Business Intelligence Lead
10 4 (3.88%) Data Analyst
10 4 (3.88%) Data Analytics Consultant
10 4 (3.88%) Data Consultant
Libraries, Frameworks & Software Standards
1 13 (12.62%) HTML
2 10 (9.71%) CSS
2 10 (9.71%) jQuery
3 6 (5.83%) AngularJS
3 6 (5.83%) D3.js
3 6 (5.83%) MDX
4 5 (4.85%) CSS3
4 5 (4.85%) HTML5
5 4 (3.88%) Highcharts JS
6 3 (2.91%) Apache Camel
6 3 (2.91%) Hibernate
6 3 (2.91%) Java EE
6 3 (2.91%) Middleware
6 3 (2.91%) Node.js
6 3 (2.91%) Spring
7 2 (1.94%) .NET
7 2 (1.94%) ASP.NET
7 2 (1.94%) ASP.NET MVC
7 2 (1.94%) Web Services
7 2 (1.94%) WPF
Miscellaneous
1 9 (8.74%) Statistics
2 8 (7.77%) Analytical Skills
3 7 (6.80%) Computer Science
4 5 (4.85%) Credit Risk
5 4 (3.88%) Data Integration
6 3 (2.91%) Data Extraction
6 3 (2.91%) Data Structures
7 2 (1.94%) 3D Graphics
7 2 (1.94%) Device Driver
7 2 (1.94%) Mathematics
7 2 (1.94%) PKI
7 2 (1.94%) User Experience
8 1 (0.97%) Driving Licence
8 1 (0.97%) Linked Data
Operating Systems
1 4 (3.88%) Linux
2 2 (1.94%) Windows
2 2 (1.94%) Windows Server 2008
2 2 (1.94%) Windows Server 2012
3 1 (0.97%) Windows Server
3 1 (0.97%) Windows Server 2003
Processes & Methodologies
1 56 (54.37%) Business Intelligence
2 38 (36.89%) Analytics
3 33 (32.04%) Data Visualisation
4 28 (27.18%) Agile Software Development
5 22 (21.36%) E-Commerce
6 20 (19.42%) Data Modelling
7 19 (18.45%) ETL
8 18 (17.48%) Data Analytics
9 13 (12.62%) SDLC
10 9 (8.74%) Data Analysis
10 9 (8.74%) User Acceptance Testing
11 8 (7.77%) BPMN
11 8 (7.77%) Logical Data Model
11 8 (7.77%) Presales
11 8 (7.77%) Project Management
11 8 (7.77%) Requirements Analysis
11 8 (7.77%) Requirements Management
11 8 (7.77%) Scrum
11 8 (7.77%) Software Delivery
11 8 (7.77%) Stakeholder Management
Programming Languages
1 60 (58.25%) SQL
2 19 (18.45%) T-SQL
3 18 (17.48%) VBA
4 12 (11.65%) JavaScript
5 6 (5.83%) Data Analysis Expressions (DAX)
6 5 (4.85%) C#
6 5 (4.85%) Python
7 4 (3.88%) Java
8 3 (2.91%) C
8 3 (2.91%) C++
8 3 (2.91%) PowerShell
9 2 (1.94%) Perl
9 2 (1.94%) R
9 2 (1.94%) Ruby
10 1 (0.97%) PL/SQL
Qualifications
1 15 (14.56%) Degree
2 3 (2.91%) DV Cleared
2 3 (2.91%) Security Cleared
3 2 (1.94%) JNCIA
4 1 (0.97%) MCSA
4 1 (0.97%) MCSE
4 1 (0.97%) Microsoft Certification
Quality Assurance & Compliance
1 4 (3.88%) Data Quality
1 4 (3.88%) QA
System Software
1 4 (3.88%) Hyper-V
1 4 (3.88%) VMware Infrastructure
2 1 (0.97%) Active Directory
Vendors
1 41 (39.81%) Tableau
2 19 (18.45%) Microsoft
3 13 (12.62%) Oracle
4 10 (9.71%) Cognos
4 10 (9.71%) IBM
5 6 (5.83%) Google
6 4 (3.88%) Orchard
6 4 (3.88%) VMware
7 3 (2.91%) Informatica
7 3 (2.91%) Talend
8 2 (1.94%) Apple
8 2 (1.94%) Extreme Networks
8 2 (1.94%) Juniper
8 2 (1.94%) Teradata
8 2 (1.94%) Vertica
9 1 (0.97%) Alteryx
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