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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 188 204 231
Rank change year-on-year
+16 +27
Permanent jobs citing Visualisation 75 42 41
As % of all permanent IT jobs located in the North West 1.20% 0.70% 0.55%
As % of the Miscellaneous category 2.92% 1.94% 1.57%
Number of salaries quoted 52 40 39
Median salary £50,000 £46,250 £42,500
Median salary % change year-on-year
+8.10% +8.82%
90% offered a salary of more than £32,500 £30,000 £19,000
10% offered a salary of more than £57,450 £55,000 £60,000
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
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
2569 2170 2608
As % of all permanent IT jobs located in the North West 41.04% 36.07% 35.20%
Number of salaries quoted 2122 1715 2209
Median salary £40,000 £40,000 £38,750
Median salary % change year-on-year
- +3.22%
90% offered a salary of more than £27,500 £25,000 £24,500
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £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 10 December 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 10 December 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 +31 72 £50,000 -6.97% 9
Lancashire -7 2 £94,750 +215.83%
Cheshire +6 1 £40,000 +33.33%
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 10 December 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 (53.57%) Analytics
2 55 (49.11%) Business Intelligence
3 54 (48.21%) SQL
3 54 (48.21%) Agile Software Development
4 50 (44.64%) Data Visualisation
5 45 (40.18%) Degree
6 41 (36.61%) HTML
7 40 (35.71%) JavaScript
8 38 (33.93%) CSS
8 38 (33.93%) jQuery
9 37 (33.04%) C#
10 35 (31.25%) Big Data
11 32 (28.57%) Data Analytics
11 32 (28.57%) SDLC
12 29 (25.89%) Java
12 29 (25.89%) SQL Server
13 28 (25.00%) MySQL
14 27 (24.11%) Oracle
14 27 (24.11%) MongoDB
15 26 (23.21%) Computer Science
15 26 (23.21%) Scrum
16 25 (22.32%) Hadoop
16 25 (22.32%) Relational Database
17 24 (21.43%) Tableau
18 23 (20.54%) VMware Infrastructure
18 23 (20.54%) VMware
18 23 (20.54%) RDBMS
19 22 (19.64%) ETL
19 22 (19.64%) Middleware
19 22 (19.64%) C

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 22 (19.64%) Apache Pig
1 22 (19.64%) Apache Spark
1 22 (19.64%) Elasticsearch
2 8 (7.14%) SharePoint
3 7 (6.25%) SAS
4 6 (5.36%) Confluence
Applications
1 15 (13.39%) MS Excel
2 3 (2.68%) SPSS
3 2 (1.79%) MS Office
Business Applications
1 1 (0.89%) Oracle Financials
Cloud Services
1 3 (2.68%) Amazon AWS
1 3 (2.68%) Google Analytics
Database & Business Intelligence
1 35 (31.25%) Big Data
2 29 (25.89%) SQL Server
3 28 (25.00%) MySQL
4 27 (24.11%) MongoDB
5 25 (22.32%) Hadoop
5 25 (22.32%) Relational Database
6 23 (20.54%) RDBMS
7 22 (19.64%) Apache Hive
8 20 (17.86%) SQL Server Reporting Services
9 19 (16.96%) SQL Server Integration Services
10 17 (15.18%) Data Warehouse
11 15 (13.39%) SQL Server Analysis Services
12 14 (12.50%) QlikView
13 11 (9.82%) Data Mining
14 9 (8.04%) OLAP
14 9 (8.04%) OLAP Cube
15 6 (5.36%) Power BI
15 6 (5.36%) Qlik Sense
15 6 (5.36%) SQL Server 2008
16 5 (4.46%) NoSQL
Development Applications
1 6 (5.36%) Balsamiq Mockups
1 6 (5.36%) JIRA
2 4 (3.57%) Talend Open Studio
3 1 (0.89%) ERwin
3 1 (0.89%) Visual Website Optimizer
General
1 20 (17.86%) Military
2 15 (13.39%) Finance
3 10 (8.93%) Marketing
4 6 (5.36%) Banking
5 3 (2.68%) Retail
6 1 (0.89%) Games
6 1 (0.89%) Manufacturing
Job Titles
1 38 (33.93%) Developer
2 27 (24.11%) Analyst
3 18 (16.07%) JavaScript Developer
4 16 (14.29%) Business Intelligence Developer
5 15 (13.39%) Software Engineer
6 10 (8.93%) SSIS Developer
6 10 (8.93%) SSRS Developer
7 9 (8.04%) Analyst Developer
7 9 (8.04%) Architect
8 8 (7.14%) Business Analyst
9 7 (6.25%) Front End Developer (Client-Side Developer)
9 7 (6.25%) Lead Architect
9 7 (6.25%) Lead Software Architect
9 7 (6.25%) Software Architect
10 6 (5.36%) Agile Business Analyst
10 6 (5.36%) Data Scientist
10 6 (5.36%) Lead Software Engineer
10 6 (5.36%) SDLC Business Analyst
10 6 (5.36%) Team Leader
11 5 (4.46%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 41 (36.61%) HTML
2 38 (33.93%) CSS
2 38 (33.93%) jQuery
3 22 (19.64%) Apache Camel
3 22 (19.64%) CSS3
3 22 (19.64%) Hibernate
3 22 (19.64%) HTML5
3 22 (19.64%) Java EE
3 22 (19.64%) Middleware
3 22 (19.64%) Spring
4 20 (17.86%) AngularJS
4 20 (17.86%) Node.js
5 17 (15.18%) D3.js
6 16 (14.29%) Highcharts JS
7 9 (8.04%) .NET
7 9 (8.04%) ASP.NET
8 8 (7.14%) LAMP
9 2 (1.79%) ASP.NET MVC
9 2 (1.79%) MDX
9 2 (1.79%) WPF
Miscellaneous
1 26 (23.21%) Computer Science
2 17 (15.18%) Statistics
3 15 (13.39%) PKI
4 10 (8.93%) Analytical Skills
5 8 (7.14%) Data Extraction
6 4 (3.57%) Data Integration
6 4 (3.57%) Mathematics
7 3 (2.68%) User Experience
8 2 (1.79%) 3D Graphics
8 2 (1.79%) Artificial Intelligence
8 2 (1.79%) Credit Risk
8 2 (1.79%) Device Driver
8 2 (1.79%) Physics
9 1 (0.89%) Data Structures
9 1 (0.89%) Driving Licence
9 1 (0.89%) Economics
9 1 (0.89%) Linked Data
9 1 (0.89%) Psychology
Operating Systems
1 13 (11.61%) Linux
2 2 (1.79%) Unix
3 1 (0.89%) Windows
3 1 (0.89%) Windows Server
3 1 (0.89%) Windows Server 2008
3 1 (0.89%) Windows Server 2012
Processes & Methodologies
1 60 (53.57%) Analytics
2 55 (49.11%) Business Intelligence
3 54 (48.21%) Agile Software Development
4 50 (44.64%) Data Visualisation
5 32 (28.57%) Data Analytics
5 32 (28.57%) SDLC
6 26 (23.21%) Scrum
7 22 (19.64%) DevOps
7 22 (19.64%) ETL
7 22 (19.64%) Information Security
7 22 (19.64%) Time Management
8 21 (18.75%) Data Modelling
9 18 (16.07%) Software Engineering
10 16 (14.29%) Data Analysis
10 16 (14.29%) Front End Development
11 11 (9.82%) Continuous Improvement
12 10 (8.93%) Big Data Analytics
13 9 (8.04%) Web Development
14 8 (7.14%) Project Management
14 8 (7.14%) Stakeholder Management
Programming Languages
1 54 (48.21%) SQL
2 40 (35.71%) JavaScript
3 37 (33.04%) C#
4 29 (25.89%) Java
5 22 (19.64%) C
6 21 (18.75%) T-SQL
7 20 (17.86%) Python
8 15 (13.39%) Perl
8 15 (13.39%) Ruby
9 9 (8.04%) VBA
10 8 (7.14%) PowerShell
11 5 (4.46%) C++
11 5 (4.46%) R
12 2 (1.79%) Data Analysis Expressions (DAX)
13 1 (0.89%) PL/SQL
13 1 (0.89%) Scala
Qualifications
1 45 (40.18%) Degree
2 21 (18.75%) DV Cleared
2 21 (18.75%) Security Cleared
3 3 (2.68%) PhD
Quality Assurance & Compliance
1 16 (14.29%) QA
2 4 (3.57%) Data Quality
3 2 (1.79%) IAS 39
System Software
1 23 (20.54%) VMware Infrastructure
2 22 (19.64%) Hyper-V
Vendors
1 27 (24.11%) Oracle
2 24 (21.43%) Tableau
3 23 (20.54%) VMware
4 12 (10.71%) Microsoft
5 10 (8.93%) Cognos
6 9 (8.04%) IBM
6 9 (8.04%) Orchard
7 6 (5.36%) Informatica
8 4 (3.57%) Talend
9 3 (2.68%) Google
9 3 (2.68%) Vertica
10 2 (1.79%) Ab Initio
10 2 (1.79%) Hyperion
11 1 (0.89%) Alteryx
11 1 (0.89%) Optimizely
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