Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
North West > Manchester
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 207 177 212
Rank change year-on-year -30 +35 +24
Permanent jobs citing Visualisation 87 106 54
As % of all permanent IT jobs advertised in Manchester 1.09% 1.41% 0.73%
As % of the Processes & Methodologies category 1.20% 1.55% 0.81%
Number of salaries quoted 62 76 42
Manchester median annual salary £45,750 £45,000 £51,250
Median salary % change year-on-year +1.67% -12.20% +7.89%
10th Percentile £31,325 £31,250 £35,000
90th Percentile £67,500 £59,750 £55,000
North West median annual salary £45,000 £45,000 £52,500
% change year-on-year - -14.29% +10.53%

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

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7271 6834 6708
As % of all permanent IT jobs advertised in Manchester 91.17% 91.11% 90.96%
Number of salaries quoted 6013 5859 5567
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Visualisation
Job Vacancy Trend in Manchester

Job postings citing Visualisation as a percentage of all IT jobs advertised in Manchester.

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport - 3 £60,000 - 2
Bury +7 2 £40,000 +9.59%
Bolton - 1 £30,000 -
Visualisation
North West

For the 6 months to 22 November 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 42 (48.28%) Business Intelligence
2 40 (45.98%) SQL
3 33 (37.93%) Data Visualisation
4 31 (35.63%) Analytics
5 30 (34.48%) SQL Server
5 30 (34.48%) Agile Software Development
6 26 (29.89%) Data Warehouse
7 25 (28.74%) Tableau
8 23 (26.44%) Microsoft
9 22 (25.29%) Analytical Skills
10 21 (24.14%) Power BI
11 20 (22.99%) HTML
11 20 (22.99%) HTML5
11 20 (22.99%) Degree
12 19 (21.84%) QlikView
12 19 (21.84%) ETL
12 19 (21.84%) Finance
13 18 (20.69%) SQL Server Reporting Services
14 17 (19.54%) Python
14 17 (19.54%) Relational Database
14 17 (19.54%) Big Data
15 16 (18.39%) JavaScript
15 16 (18.39%) Scrum
16 15 (17.24%) C
16 15 (17.24%) CSS
16 15 (17.24%) Data Analytics
16 15 (17.24%) CSS3
16 15 (17.24%) jQuery
17 14 (16.09%) Hadoop
17 14 (16.09%) Microsoft Azure

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 14 (16.09%) Apache Spark
2 11 (12.64%) Apache Pig
3 9 (10.34%) Elasticsearch
4 7 (8.05%) SAS
5 1 (1.15%) Apache
5 1 (1.15%) CMS
5 1 (1.15%) Confluence
5 1 (1.15%) WordPress
Applications
1 11 (12.64%) Microsoft Excel
2 4 (4.60%) SPSS
3 1 (1.15%) Adobe After Effects
3 1 (1.15%) Adobe Creative Suite
3 1 (1.15%) Adobe Illustrator
3 1 (1.15%) Adobe Premiere
3 1 (1.15%) InDesign
3 1 (1.15%) Mingle
3 1 (1.15%) Photoshop
3 1 (1.15%) Spreadsheet
3 1 (1.15%) Weka
Business Applications
1 2 (2.30%) SAP Business One
Cloud Services
1 14 (16.09%) Microsoft Azure
2 5 (5.75%) Amazon AWS
3 1 (1.15%) Azure Data Factory
3 1 (1.15%) Google Analytics
3 1 (1.15%) Trello
Communications & Networking
1 5 (5.75%) HTTP
Database & Business Intelligence
1 30 (34.48%) SQL Server
2 26 (29.89%) Data Warehouse
3 21 (24.14%) Power BI
4 19 (21.84%) QlikView
5 18 (20.69%) SQL Server Reporting Services
6 17 (19.54%) Big Data
6 17 (19.54%) Relational Database
7 14 (16.09%) Hadoop
7 14 (16.09%) SQL Server Integration Services
8 11 (12.64%) Apache Hive
8 11 (12.64%) MySQL
9 10 (11.49%) Qlik Sense
10 9 (10.34%) MongoDB
10 9 (10.34%) RDBMS
11 8 (9.20%) SQL Server Analysis Services
12 7 (8.05%) SQL Server 2008
13 3 (3.45%) NoSQL
13 3 (3.45%) Oracle BI EE
13 3 (3.45%) Oracle ODI
13 3 (3.45%) Yellowfin
Development Applications
1 3 (3.45%) Git (software)
1 3 (3.45%) Talend Open Studio
2 2 (2.30%) Subversion
2 2 (2.30%) Team Foundation Server
3 1 (1.15%) git-flow
3 1 (1.15%) JIRA
General
1 19 (21.84%) Finance
2 7 (8.05%) Retail
3 5 (5.75%) Marketing
4 4 (4.60%) Banking
4 4 (4.60%) Military
5 3 (3.45%) Games
6 2 (2.30%) Law
7 1 (1.15%) Advertising
7 1 (1.15%) Local Government
Job Titles
1 28 (32.18%) Developer
2 16 (18.39%) Analyst
3 14 (16.09%) Business Intelligence Developer
4 11 (12.64%) Software Engineer
5 9 (10.34%) Data Scientist
6 7 (8.05%) Architect
6 7 (8.05%) Data Analyst
6 7 (8.05%) Lead Software Engineer
7 6 (6.90%) SQL Analyst
8 5 (5.75%) .NET Architect
8 5 (5.75%) .NET Technical Architect
8 5 (5.75%) C# Architect
8 5 (5.75%) SQL Developer
8 5 (5.75%) SSRS Developer
8 5 (5.75%) Technical Architect
9 4 (4.60%) Business Analyst
9 4 (4.60%) Business Intelligence Manager
9 4 (4.60%) Business Manager
9 4 (4.60%) Senior Software Engineer
9 4 (4.60%) Software Developer
Libraries, Frameworks & Software Standards
1 20 (22.99%) HTML
1 20 (22.99%) HTML5
2 15 (17.24%) CSS
2 15 (17.24%) CSS3
2 15 (17.24%) jQuery
3 10 (11.49%) .NET
3 10 (11.49%) AngularJS
3 10 (11.49%) ASP.NET
3 10 (11.49%) ASP.NET MVC
3 10 (11.49%) Node.js
4 9 (10.34%) Apache Camel
4 9 (10.34%) Hibernate
4 9 (10.34%) Java EE
4 9 (10.34%) LAMP
4 9 (10.34%) Middleware
4 9 (10.34%) Spring
5 5 (5.75%) .NET Framework
5 5 (5.75%) ASP.NET Web API
5 5 (5.75%) Entity Framework
5 5 (5.75%) REST
Miscellaneous
1 22 (25.29%) Analytical Skills
2 9 (10.34%) PKI
3 7 (8.05%) Mobile App
4 6 (6.90%) User Experience
5 3 (3.45%) Credit Risk
5 3 (3.45%) Data Structures
5 3 (3.45%) Social Media
6 2 (2.30%) Algorithms
6 2 (2.30%) Computer Science
6 2 (2.30%) Fintech
6 2 (2.30%) Greenfield Project
6 2 (2.30%) Replication
7 1 (1.15%) Driving Licence
7 1 (1.15%) Linux Command Line
7 1 (1.15%) PMI
Operating Systems
1 12 (13.79%) Linux
Processes & Methodologies
1 42 (48.28%) Business Intelligence
2 33 (37.93%) Data Visualisation
3 31 (35.63%) Analytics
4 30 (34.48%) Agile Software Development
5 19 (21.84%) ETL
6 16 (18.39%) Scrum
7 15 (17.24%) Data Analytics
8 14 (16.09%) DevOps
8 14 (16.09%) SDLC
9 12 (13.79%) Software Engineering
9 12 (13.79%) Time Management
10 10 (11.49%) Continuous Integration
10 10 (11.49%) Data Analysis
10 10 (11.49%) MVC
10 10 (11.49%) SOA
11 8 (9.20%) Data Modelling
11 8 (9.20%) E-Commerce
11 8 (9.20%) Kimball Methodology
11 8 (9.20%) Mathematics
11 8 (9.20%) TDD
Programming Languages
1 40 (45.98%) SQL
2 17 (19.54%) Python
3 16 (18.39%) JavaScript
4 15 (17.24%) C
5 14 (16.09%) C#
6 11 (12.64%) Ruby
7 10 (11.49%) Java
7 10 (11.49%) T-SQL
8 9 (10.34%) C++
8 9 (10.34%) Perl
9 8 (9.20%) R
10 7 (8.05%) MATLAB
11 2 (2.30%) PL/SQL
11 2 (2.30%) VBA
11 2 (2.30%) VBScript
12 1 (1.15%) Data Analysis Expressions (DAX)
12 1 (1.15%) Elixir
12 1 (1.15%) Scala
Qualifications
1 20 (22.99%) Degree
2 14 (16.09%) Numerate Degree
3 11 (12.64%) Security Cleared
4 9 (10.34%) DV Cleared
5 4 (4.60%) PhD
6 2 (2.30%) SC Cleared
7 1 (1.15%) Master's Degree
7 1 (1.15%) PMI Certification
Quality Assurance & Compliance
1 4 (4.60%) QA
2 1 (1.15%) Actionable Recommendations
2 1 (1.15%) Data Quality
2 1 (1.15%) GDPR
System Software
1 9 (10.34%) Hyper-V
1 9 (10.34%) VMware Infrastructure
2 1 (1.15%) Docker
Systems Management
1 1 (1.15%) EMC NetWorker
Vendors
1 25 (28.74%) Tableau
2 23 (26.44%) Microsoft
3 12 (13.79%) Oracle
4 9 (10.34%) VMware
5 4 (4.60%) SAP
6 3 (3.45%) Informatica
6 3 (3.45%) Talend
7 2 (2.30%) Capita
7 2 (2.30%) Cognos
7 2 (2.30%) MicroStrategy
8 1 (1.15%) Adobe