Period
to 22 September 2018

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

Visualization
England > South West
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 155 235 184
Rank change year-on-year +80 -51 +66
Permanent jobs citing Visualisation 196 111 179
As % of all permanent IT jobs advertised in the South West 1.89% 1.08% 1.64%
As % of the Processes & Methodologies category 2.05% 1.18% 1.82%
Number of salaries quoted 157 93 126
South West median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% -2.22%
10th Percentile £31,250 £27,450 £28,750
90th Percentile £62,500 £65,200 £68,500
England median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9,558 9,388 9,850
As % of all permanent IT jobs advertised in the South West 92.19% 91.72% 90.33%
Number of salaries quoted 7,869 7,753 8,238
South West median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £26,250 £25,750 £25,750
90th Percentile £66,250 £63,750 £63,750
England median annual salary £50,100 £50,000 £50,000
% change year-on-year +0.20% - +5.26%

Visualisation
Job Vacancy Trend in the South West

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

Job vacancy trend for Visualisation in the South West

Visualisation
Salary Trend in the South West

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

Salary trend for Visualisation in the South West

Visualisation
Salary Histogram in the South West

The salary distribution of IT jobs citing Visualisation in the South West over the 6 months to 22 September 2018.

Salary histogram for Visualisation in the South West

Visualisation
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the South West region over the 6 months to 22 September 2018. 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
Bristol +19 68 £42,500 -11.46% 13
Somerset +77 45 £40,986 -8.92% 4
Gloucestershire +45 41 £47,500 +11.76% 2
Wiltshire +10 30 £42,500 -5.56% 7
Dorset -30 8 £45,000 +32.35% 3
Devon -10 3 £42,000 -5.62% 2
Visualisation
England

For the 6 months to 22 September 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 South West region with a requirement for Visualisation.

1 87 (44.39%) SQL
2 78 (39.80%) Agile Software Development
3 77 (39.29%) Analytics
4 72 (36.73%) Business Intelligence
5 69 (35.20%) Python
6 62 (31.63%) Data Visualisation
7 58 (29.59%) Tableau
8 54 (27.55%) Power BI
9 52 (26.53%) Java
10 48 (24.49%) JavaScript
11 46 (23.47%) Degree
12 45 (22.96%) Software Engineering
13 42 (21.43%) Mentoring
14 41 (20.92%) Analytical Skills
14 41 (20.92%) Data Analytics
14 41 (20.92%) Data Science
14 41 (20.92%) C#
14 41 (20.92%) Scrum
15 40 (20.41%) Machine Learning
16 36 (18.37%) SQL Server
16 36 (18.37%) R
17 35 (17.86%) C++
18 33 (16.84%) Mathematics
18 33 (16.84%) Security Cleared
19 31 (15.82%) Big Data
20 30 (15.31%) SQL Server Reporting Services
21 28 (14.29%) Data Analysis
21 28 (14.29%) QlikView
21 28 (14.29%) Scala
22 27 (13.78%) Finance

Visualisation
Co-occurring IT Skills in the South West 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 (10.20%) Apache Spark
2 15 (7.65%) Elasticsearch
3 14 (7.14%) SAS
4 10 (5.10%) WebLogic
5 8 (4.08%) Apache
5 8 (4.08%) Apache Pig
6 7 (3.57%) Tomcat
7 6 (3.06%) GlassFish
8 2 (1.02%) EPiServer
8 2 (1.02%) IIS
8 2 (1.02%) Umbraco
8 2 (1.02%) WordPress
9 1 (0.51%) Confluence
9 1 (0.51%) nginx
9 1 (0.51%) WebSphere
9 1 (0.51%) WildFly
Applications
1 9 (4.59%) SPSS
2 4 (2.04%) Microsoft Excel
3 1 (0.51%) Adobe Illustrator
3 1 (0.51%) Microsoft Office
3 1 (0.51%) Microsoft Project
3 1 (0.51%) Photoshop
Cloud Services
1 19 (9.69%) Amazon AWS
2 17 (8.67%) Microsoft Azure
3 12 (6.12%) GitHub
4 7 (3.57%) Amazon EMR
4 7 (3.57%) Amazon Kinesis
5 4 (2.04%) Google Cloud Platform
6 2 (1.02%) npm
7 1 (0.51%) Cloud Computing
7 1 (0.51%) IaaS
Communications & Networking
1 9 (4.59%) HTTP
2 8 (4.08%) HTTPS
2 8 (4.08%) SSL
3 4 (2.04%) TCP/IP
4 2 (1.02%) SMS
5 1 (0.51%) Internet
5 1 (0.51%) iSCSI
5 1 (0.51%) Software-Defined Networking
5 1 (0.51%) Sourcefire
Database & Business Intelligence
1 54 (27.55%) Power BI
2 36 (18.37%) SQL Server
3 31 (15.82%) Big Data
4 30 (15.31%) SQL Server Reporting Services
5 28 (14.29%) QlikView
6 22 (11.22%) Hadoop
7 21 (10.71%) Spotfire
8 18 (9.18%) SQL Server Integration Services
9 15 (7.65%) MySQL
10 13 (6.63%) Data Warehouse
11 12 (6.12%) Amazon Redshift
12 11 (5.61%) BigQuery
12 11 (5.61%) SQL Server 2012
12 11 (5.61%) SQL Server Analysis Services
13 10 (5.10%) SQL Server 2008
14 9 (4.59%) Apache Hive
15 8 (4.08%) Presto
16 7 (3.57%) Amazon Athena
16 7 (3.57%) GIS
16 7 (3.57%) Impala
Development Applications
1 17 (8.67%) Git (software)
2 12 (6.12%) JIRA
3 10 (5.10%) Jenkins
4 5 (2.55%) SQL Server Management Studio (SSMS)
4 5 (2.55%) Visual Studio
5 3 (1.53%) Bugzilla
5 3 (1.53%) Buildbot
5 3 (1.53%) Chocolatey
5 3 (1.53%) Maven
5 3 (1.53%) TeamCity
5 3 (1.53%) Trac
5 3 (1.53%) Vagrant
6 2 (1.02%) JUnit
6 2 (1.02%) NetBeans
6 2 (1.02%) Selenium
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) CodeSonar
7 1 (0.51%) Robot Framework
7 1 (0.51%) Subversion
7 1 (0.51%) webpack
General
1 27 (13.78%) Finance
2 11 (5.61%) Games
3 8 (4.08%) Marketing
4 4 (2.04%) Telecoms
5 3 (1.53%) Aerospace
5 3 (1.53%) Electronics
5 3 (1.53%) Manufacturing
6 2 (1.02%) Banking
6 2 (1.02%) Legal
6 2 (1.02%) Military
6 2 (1.02%) Retail
7 1 (0.51%) Law
Job Titles
1 58 (29.59%) Developer
2 39 (19.90%) Analyst
3 31 (15.82%) Software Engineer
4 27 (13.78%) Data Scientist
5 23 (11.73%) Java Developer
6 21 (10.71%) Software Developer
7 19 (9.69%) Business Intelligence Analyst
8 18 (9.18%) Java Software Developer
9 17 (8.67%) Business Intelligence Developer
10 16 (8.16%) Lead Developer
11 15 (7.65%) Lead Java Developer
12 13 (6.63%) Consultant
13 12 (6.12%) Business Developer
13 12 (6.12%) Data Analyst
13 12 (6.12%) Data Engineer
13 12 (6.12%) Java Scala Developer
13 12 (6.12%) Lead Software Developer
13 12 (6.12%) Scala Developer
14 11 (5.61%) Senior Software Engineer
14 11 (5.61%) SQL Developer
Libraries, Frameworks & Software Standards
1 25 (12.76%) HTML
2 21 (10.71%) React
3 15 (7.65%) CSS
4 14 (7.14%) HTML5
4 14 (7.14%) Spring
5 11 (5.61%) CSS3
5 11 (5.61%) XML
6 10 (5.10%) MLlib
6 10 (5.10%) Pandas
7 9 (4.59%) .NET
7 9 (4.59%) EJB
7 9 (4.59%) Hibernate
7 9 (4.59%) J2EE
8 7 (3.57%) ASP.NET
9 6 (3.06%) AngularJS
9 6 (3.06%) Node.js
10 5 (2.55%) Natural Language Processing
10 5 (2.55%) REST
11 3 (1.53%) Sass
11 3 (1.53%) scikit-learn
Miscellaneous
1 41 (20.92%) Analytical Skills
2 23 (11.73%) Algorithms
3 20 (10.20%) Computer Science
4 11 (5.61%) Clustering
5 9 (4.59%) iPhone
6 6 (3.06%) Self-Motivation
6 6 (3.06%) User Experience
7 5 (2.55%) Social Media
8 3 (1.53%) Greenfield Project
8 3 (1.53%) Management Information System
8 3 (1.53%) Renewable Energy
9 2 (1.02%) CUDA
9 2 (1.02%) Cybercrime
9 2 (1.02%) Driving Licence
9 2 (1.02%) Virtual Team
10 1 (0.51%) Data Centre
10 1 (0.51%) Graphic Design
10 1 (0.51%) NHS
Operating Systems
1 26 (13.27%) Windows
2 19 (9.69%) Android
2 19 (9.69%) Linux
3 9 (4.59%) Windows Phone
4 6 (3.06%) Apple iOS
5 5 (2.55%) Ubuntu
6 4 (2.04%) CentOS
6 4 (2.04%) Red Hat Enterprise Linux
6 4 (2.04%) Unix
7 3 (1.53%) Mac OS X
8 2 (1.02%) Windows Server
9 1 (0.51%) Fedora
Processes & Methodologies
1 78 (39.80%) Agile Software Development
2 77 (39.29%) Analytics
3 72 (36.73%) Business Intelligence
4 62 (31.63%) Data Visualisation
5 45 (22.96%) Software Engineering
6 42 (21.43%) Mentoring
7 41 (20.92%) Data Analytics
7 41 (20.92%) Data Science
7 41 (20.92%) Scrum
8 40 (20.41%) Machine Learning
9 33 (16.84%) Mathematics
10 28 (14.29%) Data Analysis
11 25 (12.76%) Continuous Integration
12 23 (11.73%) Problem-Solving
13 20 (10.20%) ETL
14 19 (9.69%) Coaching
15 18 (9.18%) Data Management
15 18 (9.18%) DevOps
16 17 (8.67%) Linear Programming
16 17 (8.67%) Statistics
Programming Languages
1 87 (44.39%) SQL
2 69 (35.20%) Python
3 52 (26.53%) Java
4 48 (24.49%) JavaScript
5 41 (20.92%) C#
6 36 (18.37%) R
7 35 (17.86%) C++
8 28 (14.29%) Scala
9 26 (13.27%) C
10 15 (7.65%) Objective-C
11 14 (7.14%) T-SQL
12 6 (3.06%) Ruby
13 5 (2.55%) Apple Swift
13 5 (2.55%) Data Analysis Expressions (DAX)
13 5 (2.55%) PowerShell
14 4 (2.04%) Bash Shell
14 4 (2.04%) Java 8
15 3 (1.53%) Perl
15 3 (1.53%) PL/SQL
15 3 (1.53%) VBA
Qualifications
1 46 (23.47%) Degree
2 33 (16.84%) Security Cleared
3 21 (10.71%) SC Cleared
4 18 (9.18%) DV Cleared
5 15 (7.65%) PhD
6 8 (4.08%) Numerate Degree
7 4 (2.04%) Computer Science Degree
8 3 (1.53%) CCNP
8 3 (1.53%) Cisco Certification
9 2 (1.02%) VMware Certified Professional (VCP)
10 1 (0.51%) Master's Degree
Quality Assurance & Compliance
1 10 (5.10%) Data Quality
2 4 (2.04%) ISO/IEC 27001
3 2 (1.02%) QA
4 1 (0.51%) GDPR
System Software
1 20 (10.20%) Docker
2 5 (2.55%) Hyper-V
2 5 (2.55%) KVM
2 5 (2.55%) VMware Infrastructure
3 4 (2.04%) vSphere
4 3 (1.53%) VMware ESXi
Systems Management
1 9 (4.59%) Opscode Chef
2 7 (3.57%) Ansible
3 6 (3.06%) Puppet
4 3 (1.53%) Kubernetes
4 3 (1.53%) Salt
5 1 (0.51%) Ambari
5 1 (0.51%) Nessus
5 1 (0.51%) Red Hat Spacewalk
Vendors
1 58 (29.59%) Tableau
2 16 (8.16%) Atlassian
3 15 (7.65%) Cognos
3 15 (7.65%) Oracle
4 12 (6.12%) Microsoft
5 9 (4.59%) Cisco
6 5 (2.55%) Google
6 5 (2.55%) VMware
7 4 (2.04%) Red Hat
7 4 (2.04%) SAP
7 4 (2.04%) Teradata
8 2 (1.02%) Talend
9 1 (0.51%) Alteryx
9 1 (0.51%) Cloudera
9 1 (0.51%) Hortonworks
9 1 (0.51%) Informatica
9 1 (0.51%) McAfee
9 1 (0.51%) NetWitness
9 1 (0.51%) Palo Alto
9 1 (0.51%) Perforce