Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > West Midlands
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 218 280 263
Rank change year-on-year +62 -17 +15
Permanent jobs citing Visualisation 108 59 60
As % of all permanent IT jobs advertised in the West Midlands 1.06% 0.52% 0.55%
As % of the Processes & Methodologies category 1.19% 0.58% 0.63%
Number of salaries quoted 88 46 46
West Midlands median annual salary £40,000 £42,500 £47,500
Median salary % change year-on-year -5.88% -10.53% +18.75%
10th Percentile £26,250 £22,750 £27,500
90th Percentile £61,625 £60,000 £81,875
England median annual salary £50,732 £55,000 £50,000
% change year-on-year -7.76% +10.00% -

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 9052 10159 9516
As % of all permanent IT jobs advertised in the West Midlands 88.76% 89.15% 87.65%
Number of salaries quoted 7329 7943 7843
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £63,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Visualisation
Job Vacancy Trend in the West Midlands

Job postings citing Visualisation as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Visualisation in the West Midlands

Visualisation
Salary Trend in the West Midlands

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

Salary trend for Visualisation in the West Midlands

Visualisation
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Visualisation in the West Midlands over the 6 months to 21 November 2017.

Salary histogram for Visualisation in the West Midlands

Visualisation
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the West Midlands region over the 6 months to 21 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
Birmingham +63 49 £37,500 -11.24% 1
Staffordshire +13 15 £37,500 -16.67%
Warwickshire +1 14 £42,000 -20.00%
Coventry +26 12 £39,500 -12.22%
Halesowen - 5 £42,500 -
Solihull - 2 £51,250 -
Wolverhampton - 1 £45,000 -
Visualisation
England

For the 6 months to 21 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 West Midlands region with a requirement for Visualisation.

1 54 (50.00%) SQL
2 46 (42.59%) Analytics
3 44 (40.74%) Tableau
3 44 (40.74%) Business Intelligence
4 39 (36.11%) Data Visualisation
4 39 (36.11%) QlikView
5 32 (29.63%) Finance
6 30 (27.78%) SQL Server
7 27 (25.00%) Microsoft Excel
8 22 (20.37%) Agile Software Development
9 21 (19.44%) Project Management
9 21 (19.44%) ETL
10 20 (18.52%) SAS
10 20 (18.52%) SQL Server Integration Services
11 19 (17.59%) SQL Server Reporting Services
11 19 (17.59%) Data Modelling
11 19 (17.59%) Microsoft
12 18 (16.67%) Degree
13 17 (15.74%) Base SAS
13 17 (15.74%) Infrastructure Management
13 17 (15.74%) CRM
13 17 (15.74%) Data Management
13 17 (15.74%) Banking
13 17 (15.74%) Visual Analytics
13 17 (15.74%) SAS Visual Analytics
14 16 (14.81%) Analytical Skills
14 16 (14.81%) Power BI
14 16 (14.81%) Data Analysis
14 16 (14.81%) Data Quality
15 15 (13.89%) Computer Science

Visualisation
Co-occurring IT Skills in the West Midlands 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 20 (18.52%) SAS
2 6 (5.56%) Apache Spark
3 5 (4.63%) SharePoint
4 2 (1.85%) Skype for Business
5 1 (0.93%) Apache
5 1 (0.93%) WordPress
Applications
1 27 (25.00%) Microsoft Excel
2 4 (3.70%) Microsoft PowerPoint
3 3 (2.78%) Microsoft Office
4 1 (0.93%) Siemens NX
4 1 (0.93%) Spreadsheet
Business Applications
1 2 (1.85%) Teamcenter
2 1 (0.93%) Cognos Business Intelligence
2 1 (0.93%) Dynamics CRM
Cloud Services
1 7 (6.48%) Office 365
2 5 (4.63%) Microsoft Azure
3 3 (2.78%) Azure Data Factory
Communications & Networking
1 2 (1.85%) Fibre Channel
1 2 (1.85%) Firewall
1 2 (1.85%) iSCSI
1 2 (1.85%) NAS
1 2 (1.85%) SAN
1 2 (1.85%) Skype
1 2 (1.85%) SSL
1 2 (1.85%) VPN
2 1 (0.93%) SMS
Database & Business Intelligence
1 39 (36.11%) QlikView
2 30 (27.78%) SQL Server
3 20 (18.52%) SQL Server Integration Services
4 19 (17.59%) SQL Server Reporting Services
5 17 (15.74%) Base SAS
5 17 (15.74%) SAS Visual Analytics
6 16 (14.81%) Power BI
7 15 (13.89%) Data Warehouse
8 12 (11.11%) BusinessObjects
8 12 (11.11%) Relational Database
9 11 (10.19%) Hadoop
10 9 (8.33%) MySQL
10 9 (8.33%) PostgreSQL
11 6 (5.56%) SQL Server Analysis Services
12 5 (4.63%) Apache Cassandra
12 5 (4.63%) Apache Hive
12 5 (4.63%) MS Access
12 5 (4.63%) NoSQL
12 5 (4.63%) Spotfire
12 5 (4.63%) Sqoop
Development Applications
1 5 (4.63%) Cucumber
1 5 (4.63%) Git (software)
1 5 (4.63%) JBehave
1 5 (4.63%) JUnit
2 1 (0.93%) Eclipse
2 1 (0.93%) ERwin
2 1 (0.93%) SQL Server Management Studio (SSMS)
2 1 (0.93%) Visual Studio
General
1 32 (29.63%) Finance
2 17 (15.74%) Banking
3 15 (13.89%) Marketing
4 12 (11.11%) Games
4 12 (11.11%) Retail
5 8 (7.41%) Automotive
6 2 (1.85%) Manufacturing
7 1 (0.93%) Advertising
7 1 (0.93%) Aerospace
7 1 (0.93%) Local Government
Job Titles
1 37 (34.26%) Analyst
2 34 (31.48%) Developer
3 22 (20.37%) Data Analyst
4 20 (18.52%) Consultant
5 17 (15.74%) Analytics Consultant
5 17 (15.74%) SAS Consultant
5 17 (15.74%) Visual Analytics Consultant
6 13 (12.04%) Business Intelligence Developer
7 10 (9.26%) Insight Analyst
8 7 (6.48%) Architect
8 7 (6.48%) Business Intelligence Analyst
8 7 (6.48%) C# Developer
8 7 (6.48%) Junior
8 7 (6.48%) Senior C# Developer
8 7 (6.48%) Senior Developer
8 7 (6.48%) Solutions Architect
9 6 (5.56%) Software Developer
9 6 (5.56%) Technical Analyst
10 5 (4.63%) Lead Developer
10 5 (4.63%) Senior Analyst
Libraries, Frameworks & Software Standards
1 14 (12.96%) HTML
2 10 (9.26%) CSS
3 7 (6.48%) Unity (Game Engine)
3 7 (6.48%) Unreal Engine
4 5 (4.63%) ActiveMQ
4 5 (4.63%) Hibernate
4 5 (4.63%) HornetQ
4 5 (4.63%) JMS
4 5 (4.63%) Kafka
4 5 (4.63%) Node.js
4 5 (4.63%) RESTful
4 5 (4.63%) Spring
5 1 (0.93%) .NET Framework
5 1 (0.93%) Ajax
5 1 (0.93%) ASP.NET
5 1 (0.93%) jQuery
5 1 (0.93%) JSON
5 1 (0.93%) MDX
5 1 (0.93%) SOAP
5 1 (0.93%) Web Services
Miscellaneous
1 16 (14.81%) Analytical Skills
2 15 (13.89%) Computer Science
3 9 (8.33%) Data Structures
4 7 (6.48%) Client/Server
4 7 (6.48%) HoloLens
4 7 (6.48%) HTC Vive
4 7 (6.48%) Management Information System
4 7 (6.48%) NHS
4 7 (6.48%) Oculus Rift
4 7 (6.48%) Taxonomies
5 6 (5.56%) Reference Data
6 5 (4.63%) Algorithms
6 5 (4.63%) BBC
6 5 (4.63%) Mobile Computing
6 5 (4.63%) Smart Meter
6 5 (4.63%) User Experience
7 2 (1.85%) Public Cloud
8 1 (0.93%) FMCG
Operating Systems
1 7 (6.48%) Linux
2 2 (1.85%) Windows
Processes & Methodologies
1 46 (42.59%) Analytics
2 44 (40.74%) Business Intelligence
3 39 (36.11%) Data Visualisation
4 22 (20.37%) Agile Software Development
5 21 (19.44%) ETL
5 21 (19.44%) Project Management
6 19 (17.59%) Data Modelling
7 17 (15.74%) CRM
7 17 (15.74%) Data Management
7 17 (15.74%) Infrastructure Management
7 17 (15.74%) Visual Analytics
8 16 (14.81%) Data Analysis
9 12 (11.11%) Customer Requirements
10 9 (8.33%) Data Governance
10 9 (8.33%) ERP
10 9 (8.33%) Mathematics
11 8 (7.41%) Performance Tuning
11 8 (7.41%) Physics
11 8 (7.41%) Stakeholder Management
11 8 (7.41%) Workflow
Programming Languages
1 54 (50.00%) SQL
2 14 (12.96%) JavaScript
3 10 (9.26%) VBA
4 8 (7.41%) C#
5 7 (6.48%) Python
6 6 (5.56%) Java
7 5 (4.63%) Groovy
7 5 (4.63%) Ruby
7 5 (4.63%) Scala
7 5 (4.63%) Shell Script
8 4 (3.70%) T-SQL
9 3 (2.78%) C
10 2 (1.85%) R
11 1 (0.93%) C++
11 1 (0.93%) MATLAB
11 1 (0.93%) PHP
11 1 (0.93%) PL/SQL
11 1 (0.93%) VB
11 1 (0.93%) VB.NET
11 1 (0.93%) XPath
Qualifications
1 18 (16.67%) Degree
2 5 (4.63%) Computer Science Degree
3 2 (1.85%) Postgraduate
3 2 (1.85%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (14.81%) Data Quality
2 2 (1.85%) QA
System Software
1 5 (4.63%) Docker
2 2 (1.85%) Active Directory
2 2 (1.85%) VMware Infrastructure
2 2 (1.85%) VMware Server
Systems Management
1 5 (4.63%) Marathon
1 5 (4.63%) Oozie
1 5 (4.63%) Puppet
2 2 (1.85%) SCOM
Vendors
1 44 (40.74%) Tableau
2 19 (17.59%) Microsoft
3 13 (12.04%) Oracle
4 9 (8.33%) Cognos
5 8 (7.41%) Zoomdata
6 4 (3.70%) Greenplum
6 4 (3.70%) IBM
6 4 (3.70%) TIBCO
7 2 (1.85%) Brocade
7 2 (1.85%) CommVault
7 2 (1.85%) Dell
7 2 (1.85%) EMC
7 2 (1.85%) F5
7 2 (1.85%) Fortinet
7 2 (1.85%) HP
7 2 (1.85%) Netezza
7 2 (1.85%) Salesforce.com
7 2 (1.85%) Veeam
7 2 (1.85%) VMware
8 1 (0.93%) Informatica