The table below looks at the statistics for Visualisation skills 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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Visualisation
England / North West
Rank 180 171 235
Rank change year-on-year
-9 +64
Permanent jobs citing Visualisation 67 65 31
As % of all permanent IT jobs located in the North West 1.11% 1.15% 0.45%
As % of the Processes & Methodologies category 1.23% 1.30% 0.51%
Number of salaries quoted 40 60 28
Median salary £54,000 £45,574 £35,000
Median salary % change year-on-year
+18.48% +30.21%
90% offered a salary of more than £32,500 £24,000 £30,000
10% offered a salary of more than £67,500 £65,000 £43,000
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5437 4983 6108
As % of all permanent IT jobs located in the North West 90.35% 88.23% 87.71%
Number of salaries quoted 4509 4153 5093
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,000 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 24 February 2017.

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 24 February 2017. 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 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 -3 60 £54,000 -1.81% 8
Cheshire -1 4 £52,500 +73.71% 2
Merseyside -1 1 £40,000 +42.85% 1
Lancashire -9 1 £24,500 -19.56% 1
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 24 February 2017, 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 83 (57.64%) Analytics
2 81 (56.25%) Agile Software Development
3 71 (49.31%) Degree
4 65 (45.14%) Big Data
5 62 (43.06%) JavaScript
6 59 (40.97%) C#
7 58 (40.28%) HTML
8 56 (38.89%) SQL
8 56 (38.89%) CSS
8 56 (38.89%) Business Intelligence
9 55 (38.19%) jQuery
10 54 (37.50%) Java
11 53 (36.81%) Relational Database
12 51 (35.42%) Data Visualisation
12 51 (35.42%) SDLC
13 50 (34.72%) Data Analytics
14 48 (33.33%) MySQL
15 47 (32.64%) Python
15 47 (32.64%) Scrum
15 47 (32.64%) MongoDB
15 47 (32.64%) Hadoop
16 45 (31.25%) Apache Spark
17 43 (29.86%) DevOps
17 43 (29.86%) Apache Hive
17 43 (29.86%) Oracle
17 43 (29.86%) RDBMS
18 42 (29.17%) Middleware
18 42 (29.17%) C
18 42 (29.17%) VMware
18 42 (29.17%) Hibernate

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 45 (31.25%) Apache Spark
2 42 (29.17%) Apache Pig
2 42 (29.17%) Elasticsearch
3 6 (4.17%) Confluence
3 6 (4.17%) SAS
4 1 (0.69%) Apache
Applications
1 14 (9.72%) MS Excel
2 3 (2.08%) SPSS
3 2 (1.39%) MS Office
4 1 (0.69%) Adobe Illustrator
4 1 (0.69%) InDesign
4 1 (0.69%) Photoshop
4 1 (0.69%) Spreadsheet
4 1 (0.69%) SPSS Modeler
Business Applications
1 1 (0.69%) Oracle Financials
Cloud Services
1 5 (3.47%) Amazon AWS
2 2 (1.39%) Microsoft Azure
3 1 (0.69%) Amazon Kinesis
3 1 (0.69%) Google Analytics
3 1 (0.69%) Google Cloud Platform
3 1 (0.69%) IaaS
3 1 (0.69%) PaaS
Communications & Networking
1 3 (2.08%) Internet
2 1 (0.69%) Network Security
2 1 (0.69%) SSL
Database & Business Intelligence
1 65 (45.14%) Big Data
2 53 (36.81%) Relational Database
3 48 (33.33%) MySQL
4 47 (32.64%) Hadoop
4 47 (32.64%) MongoDB
5 43 (29.86%) Apache Hive
5 43 (29.86%) RDBMS
6 26 (18.06%) SQL Server
7 21 (14.58%) QlikView
7 21 (14.58%) SQL Server Integration Services
8 20 (13.89%) SQL Server Reporting Services
9 17 (11.81%) Data Warehouse
10 16 (11.11%) SQL Server Analysis Services
11 11 (7.64%) Data Mining
12 10 (6.94%) OLAP
13 9 (6.25%) OLAP Cube
14 8 (5.56%) NoSQL
15 7 (4.86%) Power BI
15 7 (4.86%) Qlik Sense
16 4 (2.78%) Amazon Redshift
Development Applications
1 6 (4.17%) JIRA
2 5 (3.47%) Balsamiq Mockups
2 5 (3.47%) Talend Open Studio
3 1 (0.69%) ERwin
3 1 (0.69%) Git (software)
3 1 (0.69%) Jenkins
3 1 (0.69%) Selenium
3 1 (0.69%) SonarQube
3 1 (0.69%) Visual Website Optimizer
General
1 32 (22.22%) Military
2 15 (10.42%) Finance
3 11 (7.64%) Marketing
4 5 (3.47%) Games
5 3 (2.08%) Retail
6 2 (1.39%) Banking
7 1 (0.69%) Advertising
7 1 (0.69%) Law
7 1 (0.69%) Local Government
7 1 (0.69%) Manufacturing
Job Titles
1 52 (36.11%) Developer
2 26 (18.06%) Analyst
3 23 (15.97%) Software Engineer
4 22 (15.28%) JavaScript Developer
5 17 (11.81%) Data Scientist
6 16 (11.11%) Business Intelligence Developer
6 16 (11.11%) Java Developer
6 16 (11.11%) Java Software Developer
6 16 (11.11%) Software Developer
7 15 (10.42%) Architect
8 12 (8.33%) Software Architect
9 11 (7.64%) SSIS Developer
10 10 (6.94%) SSRS Developer
11 9 (6.25%) Analyst Developer
11 9 (6.25%) Lead Architect
11 9 (6.25%) Lead Software Architect
12 8 (5.56%) Java Engineer
12 8 (5.56%) Java Software Engineer
13 7 (4.86%) Business Analyst
13 7 (4.86%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 58 (40.28%) HTML
2 56 (38.89%) CSS
3 55 (38.19%) jQuery
4 42 (29.17%) Apache Camel
4 42 (29.17%) Hibernate
4 42 (29.17%) Java EE
4 42 (29.17%) Middleware
4 42 (29.17%) Spring
5 39 (27.08%) AngularJS
5 39 (27.08%) HTML5
6 38 (26.39%) CSS3
7 37 (25.69%) Node.js
8 19 (13.19%) D3.js
9 17 (11.81%) LAMP
10 16 (11.11%) Highcharts JS
11 11 (7.64%) .NET
12 10 (6.94%) ASP.NET
13 2 (1.39%) ASP.NET MVC
13 2 (1.39%) WPF
14 1 (0.69%) MDX
Miscellaneous
1 33 (22.92%) Computer Science
2 29 (20.14%) PKI
3 14 (9.72%) Analytical Skills
4 6 (4.17%) Algorithms
5 5 (3.47%) User Experience
6 4 (2.78%) Cybercrime
7 3 (2.08%) Internet of Things
8 1 (0.69%) Credit Risk
8 1 (0.69%) Management Information System
8 1 (0.69%) Mobile Games
8 1 (0.69%) N-Tier
Operating Systems
1 22 (15.28%) Linux
2 2 (1.39%) Unix
Processes & Methodologies
1 83 (57.64%) Analytics
2 81 (56.25%) Agile Software Development
3 56 (38.89%) Business Intelligence
4 51 (35.42%) Data Visualisation
4 51 (35.42%) SDLC
5 50 (34.72%) Data Analytics
6 47 (32.64%) Scrum
7 43 (29.86%) DevOps
8 42 (29.17%) Information Security
8 42 (29.17%) Time Management
9 36 (25.00%) Software Engineering
10 25 (17.36%) Statistics
11 24 (16.67%) ETL
12 22 (15.28%) Data Analysis
12 22 (15.28%) Data Modelling
13 20 (13.89%) Big Data Analytics
14 19 (13.19%) Continuous Improvement
15 17 (11.81%) Front End Development
15 17 (11.81%) Machine Learning
16 12 (8.33%) Information Exploitation
Programming Languages
1 62 (43.06%) JavaScript
2 59 (40.97%) C#
3 56 (38.89%) SQL
4 54 (37.50%) Java
5 47 (32.64%) Python
6 42 (29.17%) C
7 30 (20.83%) Perl
7 30 (20.83%) Ruby
8 21 (14.58%) T-SQL
9 19 (13.19%) R
10 11 (7.64%) VBA
11 8 (5.56%) PowerShell
12 4 (2.78%) C++
13 3 (2.08%) Scala
14 2 (1.39%) PL/SQL
15 1 (0.69%) MATLAB
Qualifications
1 71 (49.31%) Degree
2 37 (25.69%) DV Cleared
2 37 (25.69%) Security Cleared
3 14 (9.72%) PhD
Quality Assurance & Compliance
1 16 (11.11%) QA
2 2 (1.39%) IAS 39
2 2 (1.39%) IFRS
2 2 (1.39%) IFRS 9
3 1 (0.69%) Data Quality
System Software
1 42 (29.17%) Hyper-V
1 42 (29.17%) VMware Infrastructure
2 1 (0.69%) Docker
Vendors
1 43 (29.86%) Oracle
2 42 (29.17%) VMware
3 27 (18.75%) Tableau
4 12 (8.33%) Microsoft
5 9 (6.25%) Orchard
6 7 (4.86%) Informatica
7 5 (3.47%) Talend
8 4 (2.78%) Cognos
9 3 (2.08%) Google
9 3 (2.08%) Vertica
10 2 (1.39%) Ab Initio
10 2 (1.39%) Alteryx
10 2 (1.39%) Hyperion
10 2 (1.39%) MicroStrategy
10 2 (1.39%) TIBCO
11 1 (0.69%) Apple
11 1 (0.69%) Cloudera
11 1 (0.69%) Facebook
11 1 (0.69%) Optimizely
11 1 (0.69%) Twitter
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