Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > South West
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 189 228 177
Rank change year-on-year +39 -51 +74
Permanent jobs citing Visualisation 171 112 201
As % of all permanent IT jobs advertised in the South West 1.58% 1.07% 1.81%
As % of the Processes & Methodologies category 1.74% 1.17% 2.02%
Number of salaries quoted 144 102 156
South West median annual salary £44,486 £45,000 £45,000
Median salary % change year-on-year -1.14% - +16.88%
10th Percentile £31,750 £28,982 £28,750
90th Percentile £59,625 £61,250 £67,000
England median annual salary £52,500 £52,500 £54,000
% change year-on-year - -2.78% +8.00%

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 9,841 9,567 9,953
As % of all permanent IT jobs advertised in the South West 91.03% 91.53% 89.40%
Number of salaries quoted 8,089 7,899 8,240
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,000 £25,750
90th Percentile £65,000 £63,750 £65,000
England median annual salary £50,000 £50,000 £50,000

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 20 July 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 20 July 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 +28 86 £43,000 -9.47% 23
Gloucestershire +44 35 £47,500 +18.75% 6
Somerset +46 26 £35,000 -22.22% 4
Wiltshire -1 15 £42,500 -5.56% 4
Devon -5 6 £70,000 +57.30% 2
Dorset -31 2 £43,750 +28.68% 2
Visualisation
England

For the 6 months to 20 July 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 85 (49.71%) SQL
2 74 (43.27%) Business Intelligence
3 72 (42.11%) Python
4 71 (41.52%) Analytics
5 66 (38.60%) Agile Software Development
6 62 (36.26%) Data Visualisation
7 59 (34.50%) Power BI
8 54 (31.58%) Tableau
9 41 (23.98%) Java
10 40 (23.39%) Data Analytics
11 39 (22.81%) Security Cleared
12 36 (21.05%) Degree
13 33 (19.30%) Scrum
13 33 (19.30%) Big Data
14 32 (18.71%) SQL Server
14 32 (18.71%) SQL Server Reporting Services
14 32 (18.71%) Software Engineering
15 31 (18.13%) C#
15 31 (18.13%) Windows
16 30 (17.54%) Data Management
16 30 (17.54%) SC Cleared
17 29 (16.96%) R
17 29 (16.96%) Analytical Skills
18 28 (16.37%) Linux
19 27 (15.79%) Mathematics
20 26 (15.20%) Microsoft Azure
20 26 (15.20%) Finance
20 26 (15.20%) Machine Learning
20 26 (15.20%) Data Science
21 25 (14.62%) ETL

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 (11.70%) Apache Spark
2 18 (10.53%) Elasticsearch
3 16 (9.36%) Apache Pig
4 15 (8.77%) SAS
5 7 (4.09%) WebLogic
6 3 (1.75%) Apache
7 2 (1.17%) EPiServer
7 2 (1.17%) IIS
7 2 (1.17%) Tomcat
7 2 (1.17%) Umbraco
7 2 (1.17%) WordPress
8 1 (0.58%) Confluence
8 1 (0.58%) GlassFish
8 1 (0.58%) nginx
8 1 (0.58%) WebSphere
8 1 (0.58%) WildFly
Applications
1 6 (3.51%) SPSS
2 4 (2.34%) Adobe Illustrator
2 4 (2.34%) Microsoft Excel
2 4 (2.34%) Photoshop
3 1 (0.58%) Microsoft Project
Business Applications
1 2 (1.17%) Dynamics CRM
Cloud Services
1 26 (15.20%) Microsoft Azure
2 25 (14.62%) Amazon AWS
3 16 (9.36%) Amazon EMR
3 16 (9.36%) Amazon Kinesis
4 15 (8.77%) GitHub
5 2 (1.17%) Cloud Computing
5 2 (1.17%) SaaS
6 1 (0.58%) Amazon EC2
6 1 (0.58%) Amazon SQS
6 1 (0.58%) Azure Data Factory
6 1 (0.58%) IaaS
Communications & Networking
1 6 (3.51%) HTTP
2 5 (2.92%) HTTPS
2 5 (2.92%) SMS
2 5 (2.92%) SSL
2 5 (2.92%) TCP/IP
3 3 (1.75%) Sourcefire
4 2 (1.17%) DHCP
4 2 (1.17%) DNS
5 1 (0.58%) Internet
5 1 (0.58%) iSCSI
5 1 (0.58%) Software-Defined Networking
Database & Business Intelligence
1 59 (34.50%) Power BI
2 33 (19.30%) Big Data
3 32 (18.71%) SQL Server
3 32 (18.71%) SQL Server Reporting Services
4 25 (14.62%) QlikView
5 24 (14.04%) Spotfire
6 22 (12.87%) SQL Server Integration Services
7 21 (12.28%) Hadoop
8 17 (9.94%) Apache Hive
9 16 (9.36%) Amazon Redshift
9 16 (9.36%) Presto
10 15 (8.77%) Amazon Athena
10 15 (8.77%) BigQuery
10 15 (8.77%) Impala
10 15 (8.77%) SQL Server Analysis Services
11 10 (5.85%) SQL Server 2012
12 8 (4.68%) Data Warehouse
13 7 (4.09%) SQL Server 2008
14 5 (2.92%) Data Mining
14 5 (2.92%) MySQL
Development Applications
1 19 (11.11%) JIRA
2 9 (5.26%) Git (software)
3 7 (4.09%) SQL Server Management Studio (SSMS)
4 4 (2.34%) Jenkins
5 3 (1.75%) Balsamiq Mockups
5 3 (1.75%) Bugzilla
5 3 (1.75%) Buildbot
5 3 (1.75%) Chocolatey
5 3 (1.75%) Maven
5 3 (1.75%) TeamCity
5 3 (1.75%) Trac
5 3 (1.75%) Vagrant
6 2 (1.17%) JUnit
6 2 (1.17%) NetBeans
6 2 (1.17%) Team Foundation Server
7 1 (0.58%) Subversion
General
1 26 (15.20%) Finance
2 15 (8.77%) Aerospace
3 13 (7.60%) Electronics
4 8 (4.68%) Games
5 7 (4.09%) Marketing
5 7 (4.09%) Telecoms
6 6 (3.51%) Manufacturing
7 4 (2.34%) Advertising
7 4 (2.34%) Legal
8 3 (1.75%) Banking
8 3 (1.75%) Retail
9 2 (1.17%) Military
10 1 (0.58%) Financial Institution
10 1 (0.58%) Law
Job Titles
1 37 (21.64%) Analyst
2 36 (21.05%) Developer
3 22 (12.87%) Systems Engineer
4 21 (12.28%) Business Intelligence Analyst
5 20 (11.70%) Data Scientist
5 20 (11.70%) Software Engineer
6 18 (10.53%) Data Engineer
7 15 (8.77%) AWS Engineer
7 15 (8.77%) Hadoop Engineer
7 15 (8.77%) Senior Data Engineer
7 15 (8.77%) Senior Hadoop Engineer
8 13 (7.60%) Senior Software Engineer
9 12 (7.02%) Business Intelligence Developer
9 12 (7.02%) SIEM Engineer
10 10 (5.85%) Data Analyst
10 10 (5.85%) Java Developer
11 9 (5.26%) SC Cleared Software Engineer
11 9 (5.26%) SQL Developer
12 8 (4.68%) Business Developer
12 8 (4.68%) Consultant
Libraries, Frameworks & Software Standards
1 18 (10.53%) HTML
2 15 (8.77%) MLlib
2 15 (8.77%) Pandas
3 11 (6.43%) CSS
3 11 (6.43%) Spring
4 9 (5.26%) HTML5
5 8 (4.68%) React
5 8 (4.68%) XML
6 6 (3.51%) CSS3
6 6 (3.51%) EJB
6 6 (3.51%) Hibernate
6 6 (3.51%) J2EE
7 4 (2.34%) AngularJS
7 4 (2.34%) Node.js
8 3 (1.75%) .NET
8 3 (1.75%) jQuery
8 3 (1.75%) REST
9 2 (1.17%) ASP.NET
9 2 (1.17%) JSON
9 2 (1.17%) Web Services
Miscellaneous
1 29 (16.96%) Analytical Skills
2 20 (11.70%) Computer Science
3 18 (10.53%) Algorithms
4 16 (9.36%) Management Information System
5 15 (8.77%) Clustering
6 13 (7.60%) User Experience
7 6 (3.51%) iPhone
8 3 (1.75%) Greenfield Project
9 2 (1.17%) CUDA
9 2 (1.17%) Mobile App
9 2 (1.17%) Self-Motivation
9 2 (1.17%) Virtual Team
10 1 (0.58%) Cybercrime
10 1 (0.58%) Data Centre
10 1 (0.58%) Driving Licence
10 1 (0.58%) NHS
Operating Systems
1 31 (18.13%) Windows
2 28 (16.37%) Linux
3 18 (10.53%) Unix
4 6 (3.51%) Android
4 6 (3.51%) Windows Phone
5 2 (1.17%) Mac OS X
5 2 (1.17%) Windows Server
6 1 (0.58%) Fedora
6 1 (0.58%) Ubuntu
Processes & Methodologies
1 74 (43.27%) Business Intelligence
2 71 (41.52%) Analytics
3 66 (38.60%) Agile Software Development
4 62 (36.26%) Data Visualisation
5 40 (23.39%) Data Analytics
6 33 (19.30%) Scrum
7 32 (18.71%) Software Engineering
8 30 (17.54%) Data Management
9 27 (15.79%) Mathematics
10 26 (15.20%) Data Science
10 26 (15.20%) Machine Learning
11 25 (14.62%) ETL
12 24 (14.04%) Mentoring
13 23 (13.45%) Artificial Intelligence
13 23 (13.45%) Continuous Integration
14 22 (12.87%) Data Analysis
15 21 (12.28%) Coaching
16 20 (11.70%) DevOps
17 18 (10.53%) Problem-Solving
17 18 (10.53%) SIEM
Programming Languages
1 85 (49.71%) SQL
2 72 (42.11%) Python
3 41 (23.98%) Java
4 31 (18.13%) C#
5 29 (16.96%) R
6 23 (13.45%) T-SQL
7 22 (12.87%) JavaScript
8 21 (12.28%) Scala
9 19 (11.11%) C++
9 19 (11.11%) PowerShell
10 18 (10.53%) Bash Shell
10 18 (10.53%) C
11 8 (4.68%) MATLAB
12 6 (3.51%) Objective-C
12 6 (3.51%) Perl
13 4 (2.34%) Ruby
14 3 (1.75%) PL/SQL
15 2 (1.17%) Data Analysis Expressions (DAX)
15 2 (1.17%) Java 8
15 2 (1.17%) VBA
Qualifications
1 39 (22.81%) Security Cleared
2 36 (21.05%) Degree
3 30 (17.54%) SC Cleared
4 10 (5.85%) DV Cleared
5 8 (4.68%) Numerate Degree
5 8 (4.68%) PhD
6 7 (4.09%) CCNP
6 7 (4.09%) Cisco Certification
7 4 (2.34%) Postgraduate
8 2 (1.17%) VMware Certified Professional (VCP)
9 1 (0.58%) ACCA
9 1 (0.58%) CIMA
9 1 (0.58%) Master's Degree
Quality Assurance & Compliance
1 7 (4.09%) Data Quality
2 2 (1.17%) QA
3 1 (0.58%) GDPR
System Software
1 24 (14.04%) Docker
2 5 (2.92%) Hyper-V
2 5 (2.92%) KVM
2 5 (2.92%) VMware Infrastructure
3 3 (1.75%) VMware ESXi
3 3 (1.75%) vSphere
Systems Management
1 7 (4.09%) Ansible
1 7 (4.09%) Puppet
2 4 (2.34%) Opscode Chef
3 3 (1.75%) Kubernetes
3 3 (1.75%) Nessus
4 2 (1.17%) Salt
5 1 (0.58%) Ambari
5 1 (0.58%) Red Hat Spacewalk
Vendors
1 54 (31.58%) Tableau
2 21 (12.28%) Atlassian
3 12 (7.02%) Cognos
4 11 (6.43%) Microsoft
5 8 (4.68%) Cisco
6 7 (4.09%) SAP
7 6 (3.51%) Oracle
8 5 (2.92%) ArcSight
8 5 (2.92%) VMware
9 4 (2.34%) Google
10 3 (1.75%) McAfee
10 3 (1.75%) NetScout
10 3 (1.75%) NetWitness
10 3 (1.75%) Palo Alto
11 2 (1.17%) Hortonworks
11 2 (1.17%) Talend
11 2 (1.17%) Twitter
12 1 (0.58%) Alteryx
12 1 (0.58%) Cloudera
12 1 (0.58%) Informatica