The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
South West / Bristol
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 117 100 135
Rank change year-on-year -17 +35  
Permanent jobs citing Data Visualisation 17 16 3
As % of all permanent IT jobs advertised in Bristol 0.94% 1.00% 0.15%
As % of the Processes & Methodologies category 1.04% 1.10% 0.17%
Number of salaries quoted 12 16 3
Median salary £57,500 £44,500 £35,000
Median salary % change year-on-year +29.21% +27.14%  
UK excluding London median salary £45,000 £47,500 £42,500
% change year-on-year -5.26% +11.76%  

Data 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 Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1636 1454 1730
As % of all permanent IT job vacancies advertised in Bristol 90.14% 90.70% 89.36%
Number of salaries quoted 1365 1252 1494
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £68,500 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Visualisation
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Visualisation in Bristol

Data Visualisation
Salary Trend in Bristol

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

Salary trend for Data Visualisation in Bristol

Data Visualisation
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Visualisation in Bristol over the 3 months to 24 June 2017.

Salary histogram for Data Visualisation in Bristol

For the 6 months to 24 June 2017, IT jobs citing Data 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 Bristol region with a requirement for Data Visualisation.

1 30 (100.00%) Visualisation
2 19 (63.33%) Business Intelligence
3 17 (56.67%) Tableau
4 16 (53.33%) Agile Software Development
5 13 (43.33%) SQL
6 11 (36.67%) Python
7 9 (30.00%) Analytics
8 8 (26.67%) Amazon AWS
8 8 (26.67%) Data Analysis
9 7 (23.33%) Power BI
10 6 (20.00%) Degree
10 6 (20.00%) Continuous Integration
10 6 (20.00%) Microsoft Azure
10 6 (20.00%) Scrum
10 6 (20.00%) SQL Server
10 6 (20.00%) Microsoft
10 6 (20.00%) MySQL
11 5 (16.67%) Hadoop
11 5 (16.67%) R
11 5 (16.67%) Google
11 5 (16.67%) DevOps
11 5 (16.67%) Google Cloud Platform
11 5 (16.67%) Actionable Insight
12 4 (13.33%) Data Engineering
12 4 (13.33%) Analytical Skills
12 4 (13.33%) Continuous Delivery
12 4 (13.33%) Relational Database
12 4 (13.33%) Ansible
12 4 (13.33%) Flask
12 4 (13.33%) Ubuntu

Data Visualisation
Co-occurring IT Skills in Bristol 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 3 (10.00%) Apache Spark
2 2 (6.67%) Mule
2 2 (6.67%) SharePoint
Applications
1 1 (3.33%) Microsoft Excel
Business Applications
1 4 (13.33%) SAP Oil and Gas
Cloud Services
1 8 (26.67%) Amazon AWS
2 6 (20.00%) Microsoft Azure
3 5 (16.67%) Google Cloud Platform
4 2 (6.67%) Amazon EMR
4 2 (6.67%) GitHub
5 1 (3.33%) Azure Data Factory
5 1 (3.33%) Slack
Database & Business Intelligence
1 7 (23.33%) Power BI
2 6 (20.00%) MySQL
2 6 (20.00%) SQL Server
3 5 (16.67%) Hadoop
4 4 (13.33%) Relational Database
4 4 (13.33%) SQL Server Reporting Services
5 3 (10.00%) Apache Hive
5 3 (10.00%) Big Data
5 3 (10.00%) QlikView
5 3 (10.00%) Spotfire
5 3 (10.00%) SQL Server Analysis Services
6 2 (6.67%) Amazon DynamoDB
6 2 (6.67%) Amazon RDS
6 2 (6.67%) Amazon Redshift
6 2 (6.67%) PostgreSQL
7 1 (3.33%) Azure SQL Database
7 1 (3.33%) Data Warehouse
7 1 (3.33%) InterSystems Cache
7 1 (3.33%) OLTP
7 1 (3.33%) SQL Server Integration Services
Development Applications
1 2 (6.67%) gulp
1 2 (6.67%) Mocha
1 2 (6.67%) Protractor
1 2 (6.67%) Sinon.JS
2 1 (3.33%) Git (software)
2 1 (3.33%) Jenkins
2 1 (3.33%) JIRA
2 1 (3.33%) Team Foundation Server
2 1 (3.33%) Visual Studio
General
1 4 (13.33%) Electronics
1 4 (13.33%) Finance
1 4 (13.33%) Local Government
1 4 (13.33%) Manufacturing
1 4 (13.33%) Marketing
1 4 (13.33%) Telecoms
2 1 (3.33%) Games
Job Titles
1 11 (36.67%) Developer
2 7 (23.33%) Business Intelligence Developer
3 6 (20.00%) Tableau Developer
4 5 (16.67%) Analytics Manager
4 5 (16.67%) Insight Manager
5 4 (13.33%) Analyst
5 4 (13.33%) Data Analyst
5 4 (13.33%) Data Engineer
5 4 (13.33%) DevOps Engineer
5 4 (13.33%) Lead DevOps
5 4 (13.33%) Lead DevOps Engineer
5 4 (13.33%) Power BI Developer
6 3 (10.00%) Business Intelligence Manager
6 3 (10.00%) QlikView Developer
6 3 (10.00%) Senior Analyst
6 3 (10.00%) Senior Data Analyst
6 3 (10.00%) Technical Leader
7 2 (6.67%) C# Developer
7 2 (6.67%) JavaScript Developer
7 2 (6.67%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 4 (13.33%) AngularJS
1 4 (13.33%) Flask
2 3 (10.00%) HTML
2 3 (10.00%) Node.js
3 2 (6.67%) Chai
3 2 (6.67%) Express
3 2 (6.67%) Sass
3 2 (6.67%) Sequelize
4 1 (3.33%) .NET
4 1 (3.33%) .NET Framework
4 1 (3.33%) ASP.NET
4 1 (3.33%) ASP.NET MVC
4 1 (3.33%) Aurelia
4 1 (3.33%) CSS
4 1 (3.33%) D3.js
4 1 (3.33%) Entity Framework
4 1 (3.33%) jQuery
4 1 (3.33%) WPF
Miscellaneous
1 4 (13.33%) Analytical Skills
1 4 (13.33%) Digital Media
2 3 (10.00%) Mobile App
3 1 (3.33%) 3D Graphics
3 1 (3.33%) Computer Science
3 1 (3.33%) Data Structures
3 1 (3.33%) Greenfield Project
Operating Systems
1 4 (13.33%) Linux
1 4 (13.33%) Ubuntu
2 1 (3.33%) Windows
Processes & Methodologies
1 30 (100.00%) Visualisation
2 19 (63.33%) Business Intelligence
3 16 (53.33%) Agile Software Development
4 9 (30.00%) Analytics
5 8 (26.67%) Data Analysis
6 6 (20.00%) Continuous Integration
6 6 (20.00%) Scrum
7 5 (16.67%) Actionable Insight
7 5 (16.67%) DevOps
8 4 (13.33%) Continuous Delivery
8 4 (13.33%) Data Analytics
8 4 (13.33%) Data Engineering
8 4 (13.33%) Data Governance
8 4 (13.33%) Digital Marketing
8 4 (13.33%) Performance Management
8 4 (13.33%) Programme Management
8 4 (13.33%) Stakeholder Management
9 3 (10.00%) Dashboard Development
9 3 (10.00%) Data Integration
9 3 (10.00%) Software Engineering
Programming Languages
1 13 (43.33%) SQL
2 11 (36.67%) Python
3 5 (16.67%) R
4 4 (13.33%) MATLAB
5 3 (10.00%) C#
5 3 (10.00%) JavaScript
5 3 (10.00%) Scala
6 2 (6.67%) C++
6 2 (6.67%) T-SQL
7 1 (3.33%) C
7 1 (3.33%) Java
7 1 (3.33%) VB
7 1 (3.33%) VB6
7 1 (3.33%) VBA
Qualifications
1 6 (20.00%) Degree
2 2 (6.67%) PhD
3 1 (3.33%) SC Cleared
3 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
System Software
1 3 (10.00%) Docker
Systems Management
1 4 (13.33%) Ansible
2 1 (3.33%) Kubernetes
Vendors
1 17 (56.67%) Tableau
2 6 (20.00%) Microsoft
3 5 (16.67%) Google
4 4 (13.33%) SAP
5 3 (10.00%) MicroStrategy
5 3 (10.00%) TIBCO
6 2 (6.67%) IBM
6 2 (6.67%) Oracle
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