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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Visualisation
England / North West
Rank 181 182 227
Rank change year-on-year
+1 +45
Permanent jobs citing Visualisation 69 51 32
As % of all permanent IT jobs located in the North West 1.16% 0.92% 0.48%
As % of the Miscellaneous category 2.77% 2.47% 1.33%
Number of salaries quoted 42 50 32
Median salary £52,500 £50,000 £35,000
Median salary % change year-on-year
+5.00% +42.85%
90% offered a salary of more than £32,500 £30,000 £20,100
10% offered a salary of more than £57,500 £55,000 £60,000
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 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
2495 2063 2409
As % of all permanent IT jobs located in the North West 41.98% 37.14% 35.93%
Number of salaries quoted 2051 1635 2069
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £27,000 £25,000 £24,500
10% offered a salary of more than £60,000 £64,600 £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 18 January 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 18 January 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 65 £52,500 -4.54% 6
Cheshire +9 2 £52,500 +94.44%
Lancashire -10 1 £24,500 -18.33%
Visualisation
England

Visualisation
Top 30 Related IT Skills in the North West

For the 6 months to 18 January 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 69 (55.65%) Analytics
2 68 (54.84%) Agile Software Development
3 60 (48.39%) Degree
4 54 (43.55%) Big Data
5 53 (42.74%) JavaScript
5 53 (42.74%) Business Intelligence
6 52 (41.94%) HTML
7 50 (40.32%) C#
8 49 (39.52%) SQL
8 49 (39.52%) CSS
8 49 (39.52%) jQuery
9 47 (37.90%) Data Visualisation
10 44 (35.48%) Java
10 44 (35.48%) Data Analytics
10 44 (35.48%) SDLC
11 41 (33.06%) Relational Database
12 40 (32.26%) MySQL
13 39 (31.45%) Scrum
13 39 (31.45%) MongoDB
14 38 (30.65%) Hadoop
14 38 (30.65%) Oracle
15 37 (29.84%) Python
16 35 (28.23%) RDBMS
16 35 (28.23%) VMware
16 35 (28.23%) VMware Infrastructure
16 35 (28.23%) Apache Hive
16 35 (28.23%) Apache Spark
17 34 (27.42%) Apache Pig
17 34 (27.42%) Elasticsearch
17 34 (27.42%) Apache Camel

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 35 (28.23%) Apache Spark
2 34 (27.42%) Apache Pig
2 34 (27.42%) Elasticsearch
3 8 (6.45%) SAS
4 6 (4.84%) Confluence
5 1 (0.81%) Apache
Applications
1 14 (11.29%) MS Excel
2 4 (3.23%) SPSS
3 3 (2.42%) MS Office
4 1 (0.81%) Adobe Illustrator
4 1 (0.81%) InDesign
4 1 (0.81%) Photoshop
Business Applications
1 1 (0.81%) Oracle Financials
Cloud Services
1 3 (2.42%) Amazon AWS
2 2 (1.61%) Google Analytics
Database & Business Intelligence
1 54 (43.55%) Big Data
2 41 (33.06%) Relational Database
3 40 (32.26%) MySQL
4 39 (31.45%) MongoDB
5 38 (30.65%) Hadoop
6 35 (28.23%) Apache Hive
6 35 (28.23%) RDBMS
7 28 (22.58%) SQL Server
8 18 (14.52%) SQL Server Integration Services
8 18 (14.52%) SQL Server Reporting Services
9 16 (12.90%) QlikView
10 14 (11.29%) Data Warehouse
10 14 (11.29%) SQL Server Analysis Services
11 12 (9.68%) Data Mining
12 9 (7.26%) OLAP
12 9 (7.26%) OLAP Cube
13 7 (5.65%) NoSQL
14 6 (4.84%) Qlik Sense
15 5 (4.03%) Power BI
15 5 (4.03%) SQL Server 2008
Development Applications
1 6 (4.84%) Balsamiq Mockups
1 6 (4.84%) JIRA
2 4 (3.23%) Talend Open Studio
3 1 (0.81%) ERwin
3 1 (0.81%) Visual Website Optimizer
General
1 28 (22.58%) Military
2 11 (8.87%) Finance
2 11 (8.87%) Marketing
3 4 (3.23%) Games
3 4 (3.23%) Retail
4 3 (2.42%) Banking
5 1 (0.81%) Manufacturing
Job Titles
1 45 (36.29%) Developer
2 26 (20.97%) Analyst
3 21 (16.94%) Software Engineer
4 20 (16.13%) JavaScript Developer
5 14 (11.29%) Business Intelligence Developer
6 13 (10.48%) Data Scientist
7 12 (9.68%) Architect
8 10 (8.06%) Java Developer
8 10 (8.06%) Java Software Developer
8 10 (8.06%) Software Architect
8 10 (8.06%) Software Developer
8 10 (8.06%) SSIS Developer
8 10 (8.06%) SSRS Developer
9 9 (7.26%) Analyst Developer
9 9 (7.26%) Lead Architect
9 9 (7.26%) Lead Software Architect
10 8 (6.45%) Business Analyst
11 7 (5.65%) Front End Developer (Client-Side Developer)
11 7 (5.65%) Lead Software Engineer
12 6 (4.84%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 52 (41.94%) HTML
2 49 (39.52%) CSS
2 49 (39.52%) jQuery
3 34 (27.42%) Apache Camel
3 34 (27.42%) Hibernate
3 34 (27.42%) Java EE
3 34 (27.42%) Middleware
3 34 (27.42%) Spring
4 32 (25.81%) CSS3
4 32 (25.81%) HTML5
5 31 (25.00%) AngularJS
6 30 (24.19%) Node.js
7 17 (13.71%) D3.js
8 16 (12.90%) Highcharts JS
9 13 (10.48%) LAMP
10 10 (8.06%) .NET
10 10 (8.06%) ASP.NET
11 2 (1.61%) ASP.NET MVC
11 2 (1.61%) WPF
12 1 (0.81%) MDX
Miscellaneous
1 30 (24.19%) Computer Science
2 23 (18.55%) PKI
3 22 (17.74%) Statistics
4 11 (8.87%) Analytical Skills
5 8 (6.45%) Data Extraction
6 5 (4.03%) Algorithms
6 5 (4.03%) Mathematics
7 4 (3.23%) Data Integration
7 4 (3.23%) User Experience
8 3 (2.42%) Artificial Intelligence
8 3 (2.42%) Credit Risk
8 3 (2.42%) Economics
9 2 (1.61%) 3D Graphics
9 2 (1.61%) Cybercrime
9 2 (1.61%) Device Driver
9 2 (1.61%) Neural Network
9 2 (1.61%) Physics
10 1 (0.81%) Driving Licence
10 1 (0.81%) Mobile Games
10 1 (0.81%) N-Tier
Operating Systems
1 18 (14.52%) Linux
2 2 (1.61%) Unix
3 1 (0.81%) Windows
3 1 (0.81%) Windows Server
3 1 (0.81%) Windows Server 2008
3 1 (0.81%) Windows Server 2012
Processes & Methodologies
1 69 (55.65%) Analytics
2 68 (54.84%) Agile Software Development
3 53 (42.74%) Business Intelligence
4 47 (37.90%) Data Visualisation
5 44 (35.48%) Data Analytics
5 44 (35.48%) SDLC
6 39 (31.45%) Scrum
7 34 (27.42%) DevOps
7 34 (27.42%) Information Security
7 34 (27.42%) Time Management
8 29 (23.39%) Software Engineering
9 23 (18.55%) Data Modelling
10 21 (16.94%) Data Analysis
10 21 (16.94%) ETL
11 17 (13.71%) Front End Development
12 15 (12.10%) Big Data Analytics
12 15 (12.10%) Continuous Improvement
12 15 (12.10%) Machine Learning
13 10 (8.06%) Information Exploitation
13 10 (8.06%) Open Source
Programming Languages
1 53 (42.74%) JavaScript
2 50 (40.32%) C#
3 49 (39.52%) SQL
4 44 (35.48%) Java
5 37 (29.84%) Python
6 34 (27.42%) C
7 24 (19.35%) Perl
7 24 (19.35%) Ruby
8 19 (15.32%) T-SQL
9 12 (9.68%) R
10 10 (8.06%) VBA
11 8 (6.45%) PowerShell
12 5 (4.03%) C++
13 3 (2.42%) Scala
14 1 (0.81%) Data Analysis Expressions (DAX)
14 1 (0.81%) PL/SQL
Qualifications
1 60 (48.39%) Degree
2 31 (25.00%) DV Cleared
2 31 (25.00%) Security Cleared
3 9 (7.26%) PhD
Quality Assurance & Compliance
1 16 (12.90%) QA
2 3 (2.42%) Data Quality
3 2 (1.61%) IAS 39
System Software
1 35 (28.23%) VMware Infrastructure
2 34 (27.42%) Hyper-V
Vendors
1 38 (30.65%) Oracle
2 35 (28.23%) VMware
3 20 (16.13%) Tableau
4 11 (8.87%) Microsoft
5 9 (7.26%) Orchard
6 6 (4.84%) Informatica
7 4 (3.23%) Talend
8 3 (2.42%) Vertica
9 2 (1.61%) Ab Initio
9 2 (1.61%) Cognos
9 2 (1.61%) Google
9 2 (1.61%) Hyperion
10 1 (0.81%) Adobe
10 1 (0.81%) Alteryx
10 1 (0.81%) IBM
10 1 (0.81%) Optimizely
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