The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Visualisation
North West / Manchester
Rank 124 133 174
Rank change year-on-year
+9 +41
Permanent jobs citing Visualisation 65 38 22
As % of all permanent IT jobs located in Manchester 1.78% 1.21% 0.57%
As % of the Miscellaneous category 4.19% 3.10% 1.66%
Number of salaries quoted 38 38 22
Median salary £52,500 £55,000 £42,500
Median salary % change year-on-year
-4.54% +29.41%
90% offered a salary of more than £32,500 £37,500 £35,000
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 Manchester region.

Miscellaneous Category
Manchester
Permanent IT job ads with a match in the
Miscellaneous category
1553 1227 1324
As % of all permanent IT jobs located in Manchester 42.56% 39.04% 34.50%
Number of salaries quoted 1328 969 1121
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £27,500 £25,500 £24,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Visualisation
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Manchester

Visualisation
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation across the Manchester region.

Visualisation Salary Trend in Manchester

Visualisation
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Visualisation across the Manchester region over the 3 months to 17 January 2017.

Visualisation Salary Histogram in Manchester

Visualisation
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Manchester region over the 3 months to 17 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
Bury - 2 £36,500 -
Visualisation
North West

Visualisation
Top 30 Related IT Skills in Manchester

For the 6 months to 17 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 Manchester region with a requirement for Visualisation.

1 64 (58.18%) Agile Software Development
2 63 (57.27%) Analytics
3 55 (50.00%) Degree
4 53 (48.18%) JavaScript
5 50 (45.45%) C#
6 49 (44.55%) HTML
6 49 (44.55%) CSS
6 49 (44.55%) jQuery
7 47 (42.73%) Big Data
8 45 (40.91%) Business Intelligence
9 44 (40.00%) Java
9 44 (40.00%) SDLC
10 43 (39.09%) Data Analytics
11 42 (38.18%) Data Visualisation
12 40 (36.36%) MySQL
12 40 (36.36%) Relational Database
13 39 (35.45%) MongoDB
13 39 (35.45%) SQL
13 39 (35.45%) Scrum
14 38 (34.55%) Oracle
14 38 (34.55%) Hadoop
15 35 (31.82%) VMware Infrastructure
15 35 (31.82%) Apache Hive
15 35 (31.82%) Apache Spark
15 35 (31.82%) RDBMS
15 35 (31.82%) VMware
16 34 (30.91%) Information Security
16 34 (30.91%) Hibernate
16 34 (30.91%) Spring
16 34 (30.91%) Middleware

Visualisation
Top Related IT Skills in Manchester 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 (31.82%) Apache Spark
2 34 (30.91%) Apache Pig
2 34 (30.91%) Elasticsearch
3 6 (5.45%) Confluence
3 6 (5.45%) SAS
4 1 (0.91%) Apache
Applications
1 11 (10.00%) MS Excel
2 2 (1.82%) MS Office
2 2 (1.82%) SPSS
3 1 (0.91%) Adobe Illustrator
3 1 (0.91%) InDesign
3 1 (0.91%) Photoshop
Business Applications
1 1 (0.91%) Oracle Financials
Cloud Services
1 3 (2.73%) Amazon AWS
2 2 (1.82%) Google Analytics
Database & Business Intelligence
1 47 (42.73%) Big Data
2 40 (36.36%) MySQL
2 40 (36.36%) Relational Database
3 39 (35.45%) MongoDB
4 38 (34.55%) Hadoop
5 35 (31.82%) Apache Hive
5 35 (31.82%) RDBMS
6 24 (21.82%) SQL Server
7 18 (16.36%) SQL Server Integration Services
7 18 (16.36%) SQL Server Reporting Services
8 14 (12.73%) Data Warehouse
8 14 (12.73%) SQL Server Analysis Services
9 10 (9.09%) QlikView
10 9 (8.18%) OLAP
10 9 (8.18%) OLAP Cube
11 7 (6.36%) NoSQL
12 6 (5.45%) Data Mining
13 5 (4.55%) SQL Server 2008
14 4 (3.64%) Power BI
15 3 (2.73%) SQL Server 2012
Development Applications
1 6 (5.45%) Balsamiq Mockups
1 6 (5.45%) JIRA
2 4 (3.64%) Talend Open Studio
3 1 (0.91%) ERwin
3 1 (0.91%) Visual Website Optimizer
General
1 28 (25.45%) Military
2 9 (8.18%) Marketing
3 7 (6.36%) Finance
4 3 (2.73%) Banking
5 2 (1.82%) Games
5 2 (1.82%) Retail
6 1 (0.91%) Manufacturing
Job Titles
1 42 (38.18%) Developer
2 23 (20.91%) Analyst
3 21 (19.09%) Software Engineer
4 20 (18.18%) JavaScript Developer
5 13 (11.82%) Business Intelligence Developer
6 12 (10.91%) Architect
7 10 (9.09%) Data Scientist
7 10 (9.09%) Java Developer
7 10 (9.09%) Java Software Developer
7 10 (9.09%) Software Architect
7 10 (9.09%) Software Developer
7 10 (9.09%) SSIS Developer
7 10 (9.09%) SSRS Developer
8 9 (8.18%) Analyst Developer
8 9 (8.18%) Lead Architect
8 9 (8.18%) Lead Software Architect
9 8 (7.27%) Business Analyst
10 7 (6.36%) Front End Developer (Client-Side Developer)
10 7 (6.36%) Lead Software Engineer
11 6 (5.45%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 49 (44.55%) CSS
1 49 (44.55%) HTML
1 49 (44.55%) jQuery
2 34 (30.91%) Apache Camel
2 34 (30.91%) Hibernate
2 34 (30.91%) Java EE
2 34 (30.91%) Middleware
2 34 (30.91%) Spring
3 32 (29.09%) CSS3
3 32 (29.09%) HTML5
4 31 (28.18%) AngularJS
5 30 (27.27%) Node.js
6 17 (15.45%) D3.js
7 16 (14.55%) Highcharts JS
8 13 (11.82%) LAMP
9 10 (9.09%) .NET
9 10 (9.09%) ASP.NET
10 2 (1.82%) ASP.NET MVC
10 2 (1.82%) WPF
11 1 (0.91%) MDX
Miscellaneous
1 29 (26.36%) Computer Science
2 23 (20.91%) PKI
3 16 (14.55%) Statistics
4 8 (7.27%) Data Extraction
5 6 (5.45%) Analytical Skills
6 4 (3.64%) Algorithms
6 4 (3.64%) Mathematics
6 4 (3.64%) User Experience
7 3 (2.73%) Artificial Intelligence
7 3 (2.73%) Economics
8 2 (1.82%) 3D Graphics
8 2 (1.82%) Credit Risk
8 2 (1.82%) Cybercrime
8 2 (1.82%) Device Driver
8 2 (1.82%) Neural Network
8 2 (1.82%) Physics
9 1 (0.91%) Data Integration
9 1 (0.91%) Mobile Games
9 1 (0.91%) N-Tier
9 1 (0.91%) Psychology
Operating Systems
1 18 (16.36%) Linux
2 2 (1.82%) Unix
3 1 (0.91%) Windows
3 1 (0.91%) Windows Server
3 1 (0.91%) Windows Server 2008
3 1 (0.91%) Windows Server 2012
Processes & Methodologies
1 64 (58.18%) Agile Software Development
2 63 (57.27%) Analytics
3 45 (40.91%) Business Intelligence
4 44 (40.00%) SDLC
5 43 (39.09%) Data Analytics
6 42 (38.18%) Data Visualisation
7 39 (35.45%) Scrum
8 34 (30.91%) DevOps
8 34 (30.91%) Information Security
8 34 (30.91%) Time Management
9 29 (26.36%) Software Engineering
10 21 (19.09%) ETL
11 19 (17.27%) Data Analysis
12 17 (15.45%) Data Modelling
12 17 (15.45%) Front End Development
13 15 (13.64%) Big Data Analytics
13 15 (13.64%) Continuous Improvement
14 10 (9.09%) Information Exploitation
14 10 (9.09%) Open Source
15 9 (8.18%) Machine Learning
Programming Languages
1 53 (48.18%) JavaScript
2 50 (45.45%) C#
3 44 (40.00%) Java
4 39 (35.45%) SQL
5 34 (30.91%) C
5 34 (30.91%) Python
6 24 (21.82%) Perl
6 24 (21.82%) Ruby
7 16 (14.55%) T-SQL
8 9 (8.18%) R
9 8 (7.27%) PowerShell
9 8 (7.27%) VBA
10 5 (4.55%) C++
11 3 (2.73%) Scala
12 1 (0.91%) Data Analysis Expressions (DAX)
12 1 (0.91%) PL/SQL
Qualifications
1 55 (50.00%) Degree
2 31 (28.18%) DV Cleared
2 31 (28.18%) Security Cleared
3 5 (4.55%) PhD
Quality Assurance & Compliance
1 16 (14.55%) QA
2 2 (1.82%) Data Quality
2 2 (1.82%) IAS 39
System Software
1 35 (31.82%) VMware Infrastructure
2 34 (30.91%) Hyper-V
Vendors
1 38 (34.55%) Oracle
2 35 (31.82%) VMware
3 14 (12.73%) Tableau
4 11 (10.00%) Microsoft
5 9 (8.18%) Orchard
6 6 (5.45%) Informatica
7 4 (3.64%) Talend
8 3 (2.73%) Vertica
9 2 (1.82%) Ab Initio
9 2 (1.82%) Cognos
9 2 (1.82%) Google
9 2 (1.82%) Hyperion
10 1 (0.91%) Adobe
10 1 (0.91%) Alteryx
10 1 (0.91%) Optimizely
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