The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
North West / Manchester
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 179 127 151
Rank change year-on-year -52 +24  
Permanent jobs citing Visualisation 36 54 33
As % of all permanent IT jobs advertised in Manchester 0.85% 1.54% 1.00%
As % of the Processes & Methodologies category 0.94% 1.71% 1.10%
Number of salaries quoted 25 52 31
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £32,500 £33,100 £27,500
10% offered a salary of more than £80,500 £57,250 £42,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3837 3161 2988
As % of all permanent IT job vacancies advertised in Manchester 91.12% 90.21% 90.33%
Number of salaries quoted 3284 2707 2488
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Visualisation
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in Manchester

Visualisation
Salary Trend in Manchester

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

Salary trend for Visualisation in Manchester

Visualisation
Salary Histogram in Manchester

The salary distribution of IT jobs citing Visualisation in Manchester over the 3 months to 27 June 2017.

Salary histogram for Visualisation 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 27 June 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
Bolton 0 2 £40,000 +6.66%
Visualisation
North West

For the 6 months to 27 June 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 49 (54.44%) Analytics
2 39 (43.33%) Agile Software Development
3 36 (40.00%) SQL
3 36 (40.00%) Big Data
4 34 (37.78%) Data Visualisation
5 30 (33.33%) Java
5 30 (33.33%) Python
6 27 (30.00%) Relational Database
7 25 (27.78%) Degree
7 25 (27.78%) Hadoop
7 25 (27.78%) Software Engineering
7 25 (27.78%) Apache Spark
8 24 (26.67%) Business Intelligence
8 24 (26.67%) C
8 24 (26.67%) Data Analytics
8 24 (26.67%) Tableau
9 23 (25.56%) MongoDB
10 22 (24.44%) Apache Hive
10 22 (24.44%) Scrum
10 22 (24.44%) DevOps
11 21 (23.33%) MySQL
11 21 (23.33%) Oracle
11 21 (23.33%) Apache Pig
12 20 (22.22%) DV Cleared
12 20 (22.22%) Security Cleared
12 20 (22.22%) VMware Infrastructure
12 20 (22.22%) Hyper-V
12 20 (22.22%) VMware
12 20 (22.22%) SDLC
13 19 (21.11%) Hibernate

Visualisation
Co-occurring 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 25 (27.78%) Apache Spark
2 21 (23.33%) Apache Pig
3 19 (21.11%) Elasticsearch
4 9 (10.00%) SAS
5 2 (2.22%) Apache
6 1 (1.11%) Confluence
6 1 (1.11%) Exchange Server 2007
6 1 (1.11%) Exchange Server 2013
6 1 (1.11%) MS Exchange
Applications
1 5 (5.56%) Microsoft Excel
2 2 (2.22%) SPSS
3 1 (1.11%) Spreadsheet
3 1 (1.11%) Weka
Cloud Services
1 7 (7.78%) Microsoft Azure
2 5 (5.56%) Google Analytics
3 4 (4.44%) Amazon AWS
4 2 (2.22%) Azure Data Factory
5 1 (1.11%) Amazon Kinesis
5 1 (1.11%) Google Cloud Platform
5 1 (1.11%) IaaS
5 1 (1.11%) PaaS
Communications & Networking
1 5 (5.56%) Internet
2 2 (2.22%) HTTP
2 2 (2.22%) TCP/IP
2 2 (2.22%) tcpdump
3 1 (1.11%) Network Security
3 1 (1.11%) SSL
Database & Business Intelligence
1 36 (40.00%) Big Data
2 27 (30.00%) Relational Database
3 25 (27.78%) Hadoop
4 23 (25.56%) MongoDB
5 22 (24.44%) Apache Hive
6 21 (23.33%) MySQL
7 19 (21.11%) RDBMS
8 16 (17.78%) SQL Server
9 14 (15.56%) QlikView
10 13 (14.44%) Power BI
11 12 (13.33%) SQL Server Integration Services
12 11 (12.22%) Data Warehouse
13 9 (10.00%) SQL Server Reporting Services
14 6 (6.67%) NoSQL
14 6 (6.67%) Qlik Sense
14 6 (6.67%) SQL Server Analysis Services
15 5 (5.56%) Data Mining
15 5 (5.56%) Spotfire
16 3 (3.33%) OLAP
17 2 (2.22%) Oracle Database
Development Applications
1 5 (5.56%) Talend Open Studio
2 1 (1.11%) Git (software)
2 1 (1.11%) Jenkins
2 1 (1.11%) JIRA
2 1 (1.11%) Selenium
2 1 (1.11%) SonarQube
General
1 11 (12.22%) Military
2 8 (8.89%) Finance
2 8 (8.89%) Marketing
3 4 (4.44%) Games
3 4 (4.44%) Local Government
4 3 (3.33%) Banking
5 2 (2.22%) Advertising
5 2 (2.22%) Retail
6 1 (1.11%) Law
6 1 (1.11%) Manufacturing
Job Titles
1 28 (31.11%) Developer
2 17 (18.89%) Software Developer
3 16 (17.78%) Java Developer
3 16 (17.78%) Java Software Developer
4 15 (16.67%) Data Scientist
5 12 (13.33%) Java Engineer
5 12 (13.33%) Java Software Engineer
5 12 (13.33%) Software Engineer
6 10 (11.11%) Analyst
7 9 (10.00%) Business Intelligence Developer
8 6 (6.67%) Data Modeller
9 5 (5.56%) C# Developer
9 5 (5.56%) C# Software Developer
10 4 (4.44%) JavaScript Developer
10 4 (4.44%) Junior Developer
10 4 (4.44%) Junior Java Software Developer
10 4 (4.44%) Junior Java Software Engineer
10 4 (4.44%) Lead Software Developer
10 4 (4.44%) Scrum Master
10 4 (4.44%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 19 (21.11%) Apache Camel
1 19 (21.11%) Hibernate
1 19 (21.11%) Java EE
1 19 (21.11%) Middleware
1 19 (21.11%) Spring
2 16 (17.78%) HTML
3 14 (15.56%) HTML5
4 12 (13.33%) AngularJS
4 12 (13.33%) CSS
4 12 (13.33%) Node.js
5 11 (12.22%) CSS3
5 11 (12.22%) jQuery
6 8 (8.89%) LAMP
7 3 (3.33%) .NET
7 3 (3.33%) Web Services
8 2 (2.22%) .NET Framework
8 2 (2.22%) ASP.NET
8 2 (2.22%) MDX
8 2 (2.22%) XML
8 2 (2.22%) XSL
Miscellaneous
1 16 (17.78%) Analytical Skills
2 15 (16.67%) PKI
3 8 (8.89%) Cybercrime
4 7 (7.78%) User Experience
5 6 (6.67%) Algorithms
5 6 (6.67%) Computer Science
6 5 (5.56%) Mobile App
7 3 (3.33%) Internet of Things
8 1 (1.11%) Management Information System
8 1 (1.11%) Mobile Games
Operating Systems
1 12 (13.33%) Linux
2 2 (2.22%) Unix
Processes & Methodologies
1 49 (54.44%) Analytics
2 39 (43.33%) Agile Software Development
3 34 (37.78%) Data Visualisation
4 25 (27.78%) Software Engineering
5 24 (26.67%) Business Intelligence
5 24 (26.67%) Data Analytics
6 22 (24.44%) DevOps
6 22 (24.44%) Scrum
7 20 (22.22%) SDLC
8 19 (21.11%) Information Security
8 19 (21.11%) Time Management
9 14 (15.56%) Big Data Analytics
9 14 (15.56%) ETL
10 12 (13.33%) Continuous Improvement
10 12 (13.33%) Data Analysis
10 12 (13.33%) E-Commerce
11 11 (12.22%) Data Modelling
12 10 (11.11%) Decision Tree
13 9 (10.00%) Open Source
13 9 (10.00%) Statistics
Programming Languages
1 36 (40.00%) SQL
2 30 (33.33%) Java
2 30 (33.33%) Python
3 24 (26.67%) C
4 18 (20.00%) C#
4 18 (20.00%) JavaScript
4 18 (20.00%) R
5 16 (17.78%) Perl
5 16 (17.78%) Ruby
6 7 (7.78%) T-SQL
7 5 (5.56%) MATLAB
8 4 (4.44%) C++
8 4 (4.44%) VBA
9 2 (2.22%) PowerShell
9 2 (2.22%) Scala
Qualifications
1 25 (27.78%) Degree
2 20 (22.22%) DV Cleared
2 20 (22.22%) Security Cleared
3 17 (18.89%) Numerate Degree
4 9 (10.00%) PhD
5 3 (3.33%) Computer Science Degree
Quality Assurance & Compliance
1 3 (3.33%) QA
2 2 (2.22%) Data Quality
System Software
1 20 (22.22%) Hyper-V
1 20 (22.22%) VMware Infrastructure
2 1 (1.11%) Docker
Systems Management
1 2 (2.22%) Nessus
1 2 (2.22%) Nmap
Vendors
1 24 (26.67%) Tableau
2 21 (23.33%) Oracle
3 20 (22.22%) VMware
4 16 (17.78%) Microsoft
5 5 (5.56%) Informatica
5 5 (5.56%) Talend
6 4 (4.44%) MicroStrategy
6 4 (4.44%) TIBCO
7 3 (3.33%) Google
8 2 (2.22%) Cisco
8 2 (2.22%) Cognos
8 2 (2.22%) Vertica
9 1 (1.11%) Alteryx
9 1 (1.11%) Apple
9 1 (1.11%) Cloudera
9 1 (1.11%) Facebook
9 1 (1.11%) Teradata
9 1 (1.11%) Twitter
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