Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
South West > Bristol
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 118 161 141
Rank change year-on-year +43 -20 +26
Permanent jobs citing Visualisation 76 50 47
As % of all permanent IT jobs advertised in Bristol 2.03% 1.29% 1.38%
As % of the Processes & Methodologies category 2.18% 1.39% 1.51%
Number of salaries quoted 57 40 45
Bristol median annual salary £43,500 £46,250 £45,000
Median salary % change year-on-year -5.95% +2.78% +18.42%
10th Percentile £33,250 £29,945 £33,000
90th Percentile £57,500 £65,250 £72,500
South West median annual salary £44,750 £45,000 £45,000
% change year-on-year -0.56% - +12.50%

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 3,486 3,593 3,110
As % of all permanent IT jobs advertised in Bristol 92.98% 92.99% 91.04%
Number of salaries quoted 2,855 2,984 2,709
Bristol median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £26,850 £26,250 £26,250
90th Percentile £67,500 £67,500 £66,250
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 14 August 2018.

Salary histogram for Visualisation in Bristol

For the 6 months to 14 August 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 45 (59.21%) SQL
2 41 (53.95%) Business Intelligence
3 40 (52.63%) Data Visualisation
4 35 (46.05%) Tableau
4 35 (46.05%) Analytics
5 32 (42.11%) Python
6 30 (39.47%) Power BI
7 26 (34.21%) Data Analytics
8 21 (27.63%) Spotfire
9 19 (25.00%) Agile Software Development
10 17 (22.37%) SQL Server Reporting Services
10 17 (22.37%) QlikView
10 17 (22.37%) Big Data
10 17 (22.37%) Docker
11 16 (21.05%) DevOps
11 16 (21.05%) Amazon AWS
11 16 (21.05%) ETL
11 16 (21.05%) Windows
11 16 (21.05%) Linux
11 16 (21.05%) Java
11 16 (21.05%) Artificial Intelligence
11 16 (21.05%) JIRA
12 15 (19.74%) Microsoft Azure
12 15 (19.74%) Analytical Skills
13 14 (18.42%) Hadoop
13 14 (18.42%) Finance
13 14 (18.42%) Scrum
13 14 (18.42%) Problem-Solving
14 13 (17.11%) SQL Server
14 13 (17.11%) Apache Hive

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 13 (17.11%) Apache Pig
1 13 (17.11%) Apache Spark
2 12 (15.79%) Elasticsearch
3 7 (9.21%) SAS
4 2 (2.63%) Apache
4 2 (2.63%) EPiServer
4 2 (2.63%) IIS
4 2 (2.63%) Tomcat
4 2 (2.63%) Umbraco
4 2 (2.63%) WordPress
5 1 (1.32%) Confluence
5 1 (1.32%) GlassFish
5 1 (1.32%) nginx
5 1 (1.32%) WebLogic
5 1 (1.32%) WebSphere
5 1 (1.32%) WildFly
Applications
1 6 (7.89%) SPSS
2 4 (5.26%) Adobe Illustrator
2 4 (5.26%) Photoshop
3 2 (2.63%) Microsoft Excel
Cloud Services
1 16 (21.05%) Amazon AWS
2 15 (19.74%) Microsoft Azure
3 12 (15.79%) Amazon EMR
3 12 (15.79%) Amazon Kinesis
3 12 (15.79%) GitHub
4 1 (1.32%) Cloud Computing
4 1 (1.32%) IaaS
4 1 (1.32%) npm
Communications & Networking
1 2 (2.63%) SMS
1 2 (2.63%) TCP/IP
2 1 (1.32%) HTTP
2 1 (1.32%) iSCSI
2 1 (1.32%) Software-Defined Networking
2 1 (1.32%) Sourcefire
Database & Business Intelligence
1 30 (39.47%) Power BI
2 21 (27.63%) Spotfire
3 17 (22.37%) Big Data
3 17 (22.37%) QlikView
3 17 (22.37%) SQL Server Reporting Services
4 14 (18.42%) Hadoop
5 13 (17.11%) Amazon Redshift
5 13 (17.11%) Apache Hive
5 13 (17.11%) Presto
5 13 (17.11%) SQL Server
6 12 (15.79%) Amazon Athena
6 12 (15.79%) BigQuery
6 12 (15.79%) Impala
7 7 (9.21%) SQL Server Integration Services
8 6 (7.89%) SQL Server Analysis Services
9 5 (6.58%) SQL Server 2012
10 4 (5.26%) Data Mining
11 3 (3.95%) Data Warehouse
12 2 (2.63%) MySQL
12 2 (2.63%) Oracle BI EE
Development Applications
1 16 (21.05%) JIRA
2 8 (10.53%) Git (software)
3 4 (5.26%) Jenkins
4 3 (3.95%) Balsamiq Mockups
4 3 (3.95%) Bugzilla
4 3 (3.95%) Buildbot
4 3 (3.95%) Chocolatey
4 3 (3.95%) Maven
4 3 (3.95%) TeamCity
4 3 (3.95%) Trac
4 3 (3.95%) Vagrant
5 2 (2.63%) JUnit
5 2 (2.63%) NetBeans
5 2 (2.63%) SQL Server Management Studio (SSMS)
5 2 (2.63%) Team Foundation Server
6 1 (1.32%) Subversion
6 1 (1.32%) webpack
General
1 14 (18.42%) Finance
2 9 (11.84%) Aerospace
2 9 (11.84%) Electronics
3 6 (7.89%) Marketing
3 6 (7.89%) Telecoms
4 5 (6.58%) Manufacturing
5 4 (5.26%) Legal
6 3 (3.95%) Games
7 2 (2.63%) Retail
8 1 (1.32%) Law
Job Titles
1 17 (22.37%) Developer
2 14 (18.42%) Analyst
3 12 (15.79%) AWS Engineer
3 12 (15.79%) Data Engineer
3 12 (15.79%) Hadoop Engineer
3 12 (15.79%) Senior Data Engineer
3 12 (15.79%) Senior Hadoop Engineer
4 11 (14.47%) Business Intelligence Analyst
5 10 (13.16%) SIEM Engineer
6 9 (11.84%) Systems Engineer
7 8 (10.53%) Consultant
8 6 (7.89%) Business Developer
8 6 (7.89%) Business Intelligence Developer
8 6 (7.89%) SQL Developer
9 5 (6.58%) Analytics Consultant
9 5 (6.58%) Data Analytics Consultant
9 5 (6.58%) Data Consultant
9 5 (6.58%) Linux Engineer
9 5 (6.58%) Senior Consultant
9 5 (6.58%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (15.79%) MLlib
1 12 (15.79%) Pandas
2 10 (13.16%) CSS
2 10 (13.16%) HTML
3 9 (11.84%) HTML5
4 6 (7.89%) CSS3
5 4 (5.26%) REST
6 3 (3.95%) AngularJS
6 3 (3.95%) jQuery
6 3 (3.95%) Spring
7 2 (2.63%) .NET
7 2 (2.63%) HTML5 Canvas
7 2 (2.63%) JSON
7 2 (2.63%) Node.js
7 2 (2.63%) Sass
7 2 (2.63%) SVG
7 2 (2.63%) Swing
8 1 (1.32%) Express
8 1 (1.32%) GWT
8 1 (1.32%) WebSockets
Miscellaneous
1 15 (19.74%) Analytical Skills
2 12 (15.79%) Clustering
3 10 (13.16%) User Experience
4 9 (11.84%) Management Information System
5 5 (6.58%) Algorithms
5 5 (6.58%) Computer Science
6 2 (2.63%) Mobile App
7 1 (1.32%) Data Centre
7 1 (1.32%) Graphic Design
7 1 (1.32%) Greenfield Project
Operating Systems
1 16 (21.05%) Linux
1 16 (21.05%) Windows
2 10 (13.16%) Unix
3 2 (2.63%) Mac OS X
3 2 (2.63%) Windows Server
Processes & Methodologies
1 41 (53.95%) Business Intelligence
2 40 (52.63%) Data Visualisation
3 35 (46.05%) Analytics
4 26 (34.21%) Data Analytics
5 19 (25.00%) Agile Software Development
6 16 (21.05%) Artificial Intelligence
6 16 (21.05%) DevOps
6 16 (21.05%) ETL
7 14 (18.42%) Problem-Solving
7 14 (18.42%) Scrum
8 13 (17.11%) Coaching
8 13 (17.11%) Open Source
9 12 (15.79%) Deployment Automation
9 12 (15.79%) MapReduce
10 11 (14.47%) Data Analysis
10 11 (14.47%) Machine Learning
11 10 (13.16%) SIEM
12 9 (11.84%) Data Management
13 8 (10.53%) Stakeholder Management
14 6 (7.89%) Mathematics
Programming Languages
1 45 (59.21%) SQL
2 32 (42.11%) Python
3 16 (21.05%) Java
4 12 (15.79%) C#
4 12 (15.79%) Scala
4 12 (15.79%) T-SQL
5 11 (14.47%) PowerShell
5 11 (14.47%) R
6 10 (13.16%) Bash Shell
6 10 (13.16%) JavaScript
7 3 (3.95%) Perl
7 3 (3.95%) Ruby
8 2 (2.63%) MATLAB
8 2 (2.63%) PL/SQL
9 1 (1.32%) ES6
9 1 (1.32%) VB
9 1 (1.32%) VBA
Qualifications
1 12 (15.79%) Degree
2 10 (13.16%) SC Cleared
2 10 (13.16%) Security Cleared
3 5 (6.58%) CCNP
3 5 (6.58%) Cisco Certification
3 5 (6.58%) Numerate Degree
4 2 (2.63%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (7.89%) Data Quality
2 1 (1.32%) QA
System Software
1 17 (22.37%) Docker
2 5 (6.58%) Hyper-V
2 5 (6.58%) KVM
2 5 (6.58%) VMware Infrastructure
3 3 (3.95%) VMware ESXi
3 3 (3.95%) vSphere
Systems Management
1 5 (6.58%) Puppet
2 4 (5.26%) Ansible
2 4 (5.26%) Opscode Chef
3 1 (1.32%) Kubernetes
3 1 (1.32%) Nessus
3 1 (1.32%) Red Hat Spacewalk
Vendors
1 35 (46.05%) Tableau
2 12 (15.79%) Atlassian
3 7 (9.21%) Cognos
4 5 (6.58%) SAP
4 5 (6.58%) VMware
5 4 (5.26%) Oracle
6 3 (3.95%) Google
6 3 (3.95%) Microsoft
7 2 (2.63%) Twitter
8 1 (1.32%) ArcSight
8 1 (1.32%) Cisco
8 1 (1.32%) Informatica
8 1 (1.32%) McAfee
8 1 (1.32%) NetScout
8 1 (1.32%) NetWitness
8 1 (1.32%) Palo Alto
8 1 (1.32%) Perforce