Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Visualization
South West > Bristol
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 123 151 145
Rank change year-on-year +28 -6 +18
Permanent jobs citing Visualisation 70 56 35
As % of all permanent IT jobs advertised in Bristol 1.90% 1.48% 1.10%
As % of the Processes & Methodologies category 2.04% 1.59% 1.20%
Number of salaries quoted 54 46 33
Bristol median annual salary £43,000 £48,000 £45,000
Median salary % change year-on-year -10.42% +6.67% -
10th Percentile £32,500 £29,250 £33,000
90th Percentile £58,750 £65,250 £79,500
South West median annual salary £45,000 £45,000 £45,000

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3,426 3,524 2,910
As % of all permanent IT jobs advertised in Bristol 93.22% 92.83% 91.54%
Number of salaries quoted 2,794 2,909 2,520
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £27,250
90th Percentile £67,500 £67,500 £67,500
South West median annual salary £43,750 £42,500 £40,000
% change year-on-year +2.94% +6.25% -

Visualisation
Job Vacancy Trend in Bristol

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

Job vacancy trend for Visualisation in Bristol

Visualisation
Salary Trend in Bristol

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

Salary trend for Visualisation in Bristol

Visualisation
Salary Histogram in Bristol

The salary distribution of IT jobs citing Visualisation in Bristol over the 6 months to 15 October 2018.

Salary histogram for Visualisation in Bristol

For the 6 months to 15 October 2018, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Visualisation.

1 35 (50.00%) SQL
1 35 (50.00%) Analytics
2 34 (48.57%) Business Intelligence
3 32 (45.71%) Tableau
4 28 (40.00%) Data Visualisation
5 22 (31.43%) Data Analytics
6 21 (30.00%) Power BI
7 19 (27.14%) Spotfire
7 19 (27.14%) Python
8 18 (25.71%) QlikView
9 16 (22.86%) SQL Server Reporting Services
9 16 (22.86%) Problem-Solving
10 14 (20.00%) Machine Learning
11 13 (18.57%) R
11 13 (18.57%) Finance
12 12 (17.14%) Cognos
12 12 (17.14%) JavaScript
13 11 (15.71%) Windows
13 11 (15.71%) Linux
13 11 (15.71%) Analytical Skills
13 11 (15.71%) Algorithms
14 10 (14.29%) Docker
15 9 (12.86%) HTML5
15 9 (12.86%) CSS
15 9 (12.86%) SQL Server
15 9 (12.86%) C#
15 9 (12.86%) HTML
16 8 (11.43%) Java
16 8 (11.43%) SAS
16 8 (11.43%) Agile Software Development

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 8 (11.43%) SAS
2 7 (10.00%) Apache Spark
3 5 (7.14%) Apache Pig
4 4 (5.71%) Elasticsearch
5 2 (2.86%) Apache
5 2 (2.86%) EPiServer
5 2 (2.86%) IIS
5 2 (2.86%) Tomcat
5 2 (2.86%) Umbraco
5 2 (2.86%) WordPress
6 1 (1.43%) Confluence
6 1 (1.43%) GlassFish
6 1 (1.43%) nginx
6 1 (1.43%) WebLogic
6 1 (1.43%) WebSphere
6 1 (1.43%) WildFly
Applications
1 7 (10.00%) SPSS
2 3 (4.29%) Microsoft Excel
3 1 (1.43%) Adobe Illustrator
3 1 (1.43%) Photoshop
Cloud Services
1 7 (10.00%) Amazon AWS
1 7 (10.00%) Microsoft Azure
2 4 (5.71%) Amazon EMR
2 4 (5.71%) Amazon Kinesis
2 4 (5.71%) GitHub
3 1 (1.43%) IaaS
3 1 (1.43%) npm
Communications & Networking
1 3 (4.29%) TCP/IP
2 2 (2.86%) SMS
2 2 (2.86%) Sourcefire
3 1 (1.43%) DHCP
3 1 (1.43%) DNS
3 1 (1.43%) HTTP
3 1 (1.43%) iSCSI
3 1 (1.43%) Software-Defined Networking
Database & Business Intelligence
1 21 (30.00%) Power BI
2 19 (27.14%) Spotfire
3 18 (25.71%) QlikView
4 16 (22.86%) SQL Server Reporting Services
5 9 (12.86%) SQL Server
6 8 (11.43%) Big Data
6 8 (11.43%) Hadoop
7 7 (10.00%) Apache Hive
8 5 (7.14%) Amazon Redshift
8 5 (7.14%) GIS
8 5 (7.14%) Presto
9 4 (5.71%) Amazon Athena
9 4 (5.71%) BigQuery
9 4 (5.71%) Impala
9 4 (5.71%) SQL Server 2012
9 4 (5.71%) SQL Server Integration Services
10 3 (4.29%) Data Warehouse
10 3 (4.29%) SQL Server Analysis Services
11 2 (2.86%) Data Mining
11 2 (2.86%) Oracle BI EE
Development Applications
1 8 (11.43%) JIRA
2 7 (10.00%) Git (software)
3 3 (4.29%) Bugzilla
3 3 (4.29%) Buildbot
3 3 (4.29%) Chocolatey
3 3 (4.29%) Jenkins
3 3 (4.29%) Maven
3 3 (4.29%) TeamCity
3 3 (4.29%) Trac
3 3 (4.29%) Vagrant
4 2 (2.86%) JUnit
4 2 (2.86%) NetBeans
5 1 (1.43%) Subversion
5 1 (1.43%) webpack
General
1 13 (18.57%) Finance
2 4 (5.71%) Aerospace
3 3 (4.29%) Banking
3 3 (4.29%) Games
3 3 (4.29%) Marketing
4 2 (2.86%) Legal
4 2 (2.86%) Retail
4 2 (2.86%) Telecoms
5 1 (1.43%) Electronics
5 1 (1.43%) Law
5 1 (1.43%) Manufacturing
Job Titles
1 15 (21.43%) Analyst
1 15 (21.43%) Developer
2 11 (15.71%) Business Intelligence Analyst
2 11 (15.71%) Consultant
3 7 (10.00%) Analytics Consultant
3 7 (10.00%) Data Analytics Consultant
3 7 (10.00%) Data Consultant
3 7 (10.00%) Senior Consultant
3 7 (10.00%) Senior Data Analytics Consultant
4 6 (8.57%) JavaScript Developer
4 6 (8.57%) Software Engineer
5 5 (7.14%) Angular Developer
5 5 (7.14%) C# Software Engineer
5 5 (7.14%) C++ Software Engineer
5 5 (7.14%) Data Scientist
5 5 (7.14%) Front End Developer (Client-Side Developer)
6 4 (5.71%) AWS Engineer
6 4 (5.71%) Data Engineer
6 4 (5.71%) Hadoop Engineer
6 4 (5.71%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 9 (12.86%) CSS
1 9 (12.86%) HTML
1 9 (12.86%) HTML5
2 6 (8.57%) AngularJS
2 6 (8.57%) CSS3
3 4 (5.71%) MLlib
3 4 (5.71%) Pandas
3 4 (5.71%) REST
4 3 (4.29%) Spring
5 2 (2.86%) .NET
5 2 (2.86%) HTML5 Canvas
5 2 (2.86%) jQuery
5 2 (2.86%) JSON
5 2 (2.86%) Node.js
5 2 (2.86%) Sass
5 2 (2.86%) SVG
5 2 (2.86%) Swing
6 1 (1.43%) ASP.NET
6 1 (1.43%) LEMP Stack
6 1 (1.43%) Redux
Miscellaneous
1 11 (15.71%) Algorithms
1 11 (15.71%) Analytical Skills
2 5 (7.14%) User Experience
3 4 (5.71%) Clustering
4 3 (4.29%) Computer Science
4 3 (4.29%) Management Information System
5 1 (1.43%) Credit Risk
5 1 (1.43%) Data Centre
5 1 (1.43%) Graphic Design
5 1 (1.43%) Greenfield Project
Operating Systems
1 11 (15.71%) Linux
1 11 (15.71%) Windows
2 5 (7.14%) Unix
3 2 (2.86%) Mac OS X
3 2 (2.86%) Windows Server
Processes & Methodologies
1 35 (50.00%) Analytics
2 34 (48.57%) Business Intelligence
3 28 (40.00%) Data Visualisation
4 22 (31.43%) Data Analytics
5 16 (22.86%) Problem-Solving
6 14 (20.00%) Machine Learning
7 8 (11.43%) Agile Software Development
7 8 (11.43%) DevOps
7 8 (11.43%) Stakeholder Management
8 7 (10.00%) Data Analysis
8 7 (10.00%) Data Cleansing
8 7 (10.00%) Data Governance
9 6 (8.57%) Artificial Intelligence
9 6 (8.57%) Decision-Making
9 6 (8.57%) Software Engineering
10 5 (7.14%) 3D Modelling
10 5 (7.14%) Data Science
10 5 (7.14%) ETL
10 5 (7.14%) Scrum
10 5 (7.14%) SIEM
Programming Languages
1 35 (50.00%) SQL
2 19 (27.14%) Python
3 13 (18.57%) R
4 12 (17.14%) JavaScript
5 9 (12.86%) C#
6 8 (11.43%) Java
7 6 (8.57%) PowerShell
8 5 (7.14%) Bash Shell
8 5 (7.14%) C++
8 5 (7.14%) T-SQL
9 4 (5.71%) Scala
10 3 (4.29%) Perl
10 3 (4.29%) Ruby
11 2 (2.86%) PL/SQL
12 1 (1.43%) ES6
12 1 (1.43%) VB
12 1 (1.43%) VBA
Qualifications
1 8 (11.43%) Degree
2 5 (7.14%) PhD
3 4 (5.71%) SC Cleared
3 4 (5.71%) Security Cleared
4 3 (4.29%) CCNP
4 3 (4.29%) Cisco Certification
5 2 (2.86%) Computer Science Degree
5 2 (2.86%) VMware Certified Professional (VCP)
6 1 (1.43%) Numerate Degree
Quality Assurance & Compliance
1 8 (11.43%) Data Quality
2 1 (1.43%) QA
System Software
1 10 (14.29%) Docker
2 5 (7.14%) Hyper-V
2 5 (7.14%) KVM
2 5 (7.14%) VMware Infrastructure
3 3 (4.29%) VMware ESXi
3 3 (4.29%) vSphere
Systems Management
1 6 (8.57%) Puppet
2 4 (5.71%) Ansible
2 4 (5.71%) Opscode Chef
3 2 (2.86%) Nessus
3 2 (2.86%) Red Hat Spacewalk
4 1 (1.43%) Kubernetes
Vendors
1 32 (45.71%) Tableau
2 12 (17.14%) Cognos
3 5 (7.14%) Oracle
3 5 (7.14%) VMware
4 4 (5.71%) Atlassian
5 3 (4.29%) Microsoft
6 2 (2.86%) Cisco
6 2 (2.86%) McAfee
6 2 (2.86%) NetScout
6 2 (2.86%) NetWitness
6 2 (2.86%) Palo Alto
7 1 (1.43%) Adobe
7 1 (1.43%) ArcSight
7 1 (1.43%) Google
7 1 (1.43%) Informatica
7 1 (1.43%) MicroStrategy
7 1 (1.43%) Perforce
7 1 (1.43%) SAP
7 1 (1.43%) Splunk