Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > South West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 213 193 230
Rank change year-on-year -20 +37 +40
Permanent jobs citing Visualisation 140 152 134
As % of all permanent IT jobs advertised in the South West 1.36% 1.39% 1.13%
As % of the Processes & Methodologies category 1.52% 1.56% 1.27%
Number of salaries quoted 121 107 69
South West median annual salary £44,500 £45,000 £45,245
Median salary % change year-on-year -1.11% -0.54% +31.14%
10th Percentile £29,250 £28,750 £25,600
90th Percentile £65,250 £72,500 £68,000
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +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 9192 9719 10557
As % of all permanent IT jobs advertised in the South West 89.56% 88.87% 88.80%
Number of salaries quoted 7569 8101 8871
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 18 November 2017.

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 18 November 2017. 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 +14 66 £45,000 - 2
Devon +15 20 £44,500 +36.92%
Gloucestershire -27 14 £36,500 -33.64% 3
Dorset +11 13 £42,501 -10.53%
Wiltshire +3 11 £45,000 +5.88% 2
Somerset -5 6 £43,750 +25.00% 1
Cornwall - 6 £35,000 -
Visualisation
England

For the 6 months to 18 November 2017, IT jobs citing 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 South West region with a requirement for Visualisation.

1 78 (55.71%) Business Intelligence
2 74 (52.86%) SQL
3 56 (40.00%) Data Visualisation
4 52 (37.14%) Analytics
5 46 (32.86%) Python
6 39 (27.86%) Microsoft
7 37 (26.43%) SQL Server
8 35 (25.00%) SQL Server Reporting Services
9 34 (24.29%) ETL
10 33 (23.57%) Degree
11 31 (22.14%) Tableau
12 30 (21.43%) SQL Server Integration Services
13 29 (20.71%) Data Warehouse
14 28 (20.00%) Agile Software Development
14 28 (20.00%) Power BI
15 27 (19.29%) Data Management
15 27 (19.29%) Finance
16 24 (17.14%) T-SQL
16 24 (17.14%) Java
16 24 (17.14%) R
16 24 (17.14%) Big Data
17 21 (15.00%) Linux
18 20 (14.29%) JavaScript
18 20 (14.29%) Marketing
18 20 (14.29%) Mathematics
19 19 (13.57%) Data Analysis
19 19 (13.57%) Analytical Skills
20 18 (12.86%) Amazon AWS
20 18 (12.86%) Stakeholder Management
20 18 (12.86%) SAP

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 14 (10.00%) Apache Spark
2 6 (4.29%) Apache Pig
2 6 (4.29%) Elasticsearch
3 5 (3.57%) SAS
4 4 (2.86%) Apache
5 2 (1.43%) nginx
5 2 (1.43%) OpenStack
5 2 (1.43%) SharePoint
5 2 (1.43%) WordPress
Applications
1 17 (12.14%) Microsoft Excel
2 7 (5.00%) SPSS
3 3 (2.14%) Adobe Illustrator
4 1 (0.71%) Microsoft Office
4 1 (0.71%) Photoshop
Business Applications
1 5 (3.57%) Dynamics AX
1 5 (3.57%) SAP Business ByDesign
1 5 (3.57%) SAP Business One
2 3 (2.14%) Cognos Business Intelligence
3 1 (0.71%) WebTrends
Cloud Services
1 18 (12.86%) Amazon AWS
2 15 (10.71%) Microsoft Azure
3 13 (9.29%) Google Cloud Platform
4 9 (6.43%) GitHub
5 5 (3.57%) Amazon EMR
5 5 (3.57%) Amazon Kinesis
6 3 (2.14%) Cloud Computing
7 2 (1.43%) Azure Data Factory
8 1 (0.71%) Adobe Analytics
8 1 (0.71%) Amazon SQS
8 1 (0.71%) AWS CloudFormation
8 1 (0.71%) AWS Lambda
8 1 (0.71%) Serverless
8 1 (0.71%) Slack
Communications & Networking
1 7 (5.00%) TCP/IP
2 6 (4.29%) DHCP
2 6 (4.29%) DNS
3 3 (2.14%) LDAP
4 2 (1.43%) 3G
4 2 (1.43%) LAN
4 2 (1.43%) Software-Defined Networking
4 2 (1.43%) WAN
5 1 (0.71%) Firewall
5 1 (0.71%) HTTP
5 1 (0.71%) SSL
Database & Business Intelligence
1 37 (26.43%) SQL Server
2 35 (25.00%) SQL Server Reporting Services
3 30 (21.43%) SQL Server Integration Services
4 29 (20.71%) Data Warehouse
5 28 (20.00%) Power BI
6 24 (17.14%) Big Data
7 15 (10.71%) QlikView
8 14 (10.00%) Hadoop
8 14 (10.00%) SQL Server Analysis Services
9 13 (9.29%) Apache Hive
10 8 (5.71%) BigQuery
10 8 (5.71%) Impala
11 7 (5.00%) Semantic Layer
12 6 (4.29%) BusinessObjects
12 6 (4.29%) Spotfire
13 5 (3.57%) Amazon Redshift
13 5 (3.57%) Crystal Reports
13 5 (3.57%) Data Lake
13 5 (3.57%) NoSQL
13 5 (3.57%) Presto
Development Applications
1 4 (2.86%) JIRA
2 3 (2.14%) Git (software)
2 3 (2.14%) Selenium
2 3 (2.14%) webpack
3 2 (1.43%) Grunt
4 1 (0.71%) Atlassian Bamboo
4 1 (0.71%) Bitbucket
4 1 (0.71%) CircleCI
4 1 (0.71%) CodeSonar
4 1 (0.71%) git-flow
4 1 (0.71%) Robot Framework
4 1 (0.71%) Team Foundation Server
General
1 27 (19.29%) Finance
2 20 (14.29%) Marketing
3 16 (11.43%) Electronics
3 16 (11.43%) Manufacturing
4 15 (10.71%) Telecoms
5 3 (2.14%) Advertising
5 3 (2.14%) Law
6 2 (1.43%) Aerospace
6 2 (1.43%) Games
6 2 (1.43%) Local Government
6 2 (1.43%) Retail
Job Titles
1 50 (35.71%) Developer
2 29 (20.71%) Business Intelligence Developer
3 20 (14.29%) Business Developer
4 16 (11.43%) SQL Developer
5 15 (10.71%) SQL BI Developer
6 14 (10.00%) SQL Server BI Developer
6 14 (10.00%) SQL Server Developer
7 13 (9.29%) Analyst
8 12 (8.57%) Consultant
8 12 (8.57%) Data Scientist
9 10 (7.14%) Data Manager
10 8 (5.71%) Analytics Manager
10 8 (5.71%) Business Intelligence Consultant
10 8 (5.71%) Insight Manager
11 7 (5.00%) Architect
11 7 (5.00%) Business Intelligence Manager
11 7 (5.00%) Designer
11 7 (5.00%) Systems Engineer
12 6 (4.29%) Data Engineer
12 6 (4.29%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 11 (7.86%) CSS
1 11 (7.86%) HTML
2 9 (6.43%) .NET
3 8 (5.71%) REST
4 7 (5.00%) AngularJS
4 7 (5.00%) React
4 7 (5.00%) Web Services
5 6 (4.29%) D3.js
6 5 (3.57%) Backbone.js
6 5 (3.57%) MLlib
6 5 (3.57%) Pandas
6 5 (3.57%) WebGL
7 4 (2.86%) ASP.NET
7 4 (2.86%) HTML5
7 4 (2.86%) Node.js
7 4 (2.86%) SOAP
8 3 (2.14%) Django
8 3 (2.14%) jQuery
8 3 (2.14%) JSON
8 3 (2.14%) XML
Miscellaneous
1 19 (13.57%) Analytical Skills
2 15 (10.71%) User Experience
3 14 (10.00%) Computer Science
4 13 (9.29%) Algorithms
5 11 (7.86%) Mobile App
6 10 (7.14%) Management Information System
7 5 (3.57%) Clustering
8 3 (2.14%) Blog
8 3 (2.14%) Data Protection Act
9 2 (1.43%) Cybercrime
9 2 (1.43%) Data Structures
9 2 (1.43%) Graphic Design
9 2 (1.43%) Greenfield Project
9 2 (1.43%) Internet of Things
9 2 (1.43%) Robotics
9 2 (1.43%) Social Media
10 1 (0.71%) Digital Media
10 1 (0.71%) Reference Data
10 1 (0.71%) Smartphone
Operating Systems
1 21 (15.00%) Linux
2 12 (8.57%) Windows
3 7 (5.00%) Unix
4 2 (1.43%) Android
4 2 (1.43%) Apple iOS
5 1 (0.71%) Mac OS X
5 1 (0.71%) Ubuntu
Processes & Methodologies
1 78 (55.71%) Business Intelligence
2 56 (40.00%) Data Visualisation
3 52 (37.14%) Analytics
4 34 (24.29%) ETL
5 28 (20.00%) Agile Software Development
6 27 (19.29%) Data Management
7 20 (14.29%) Mathematics
8 19 (13.57%) Data Analysis
9 18 (12.86%) Stakeholder Management
10 16 (11.43%) Data Modelling
11 15 (10.71%) Digital Marketing
12 13 (9.29%) Programme Management
12 13 (9.29%) Software Engineering
13 12 (8.57%) Open Source
13 12 (8.57%) Statistics
14 11 (7.86%) Cybersecurity
15 10 (7.14%) Data Analytics
16 9 (6.43%) Actionable Insight
16 9 (6.43%) Collaborative Working
16 9 (6.43%) Machine Learning
Programming Languages
1 74 (52.86%) SQL
2 46 (32.86%) Python
3 24 (17.14%) Java
3 24 (17.14%) R
3 24 (17.14%) T-SQL
4 20 (14.29%) JavaScript
5 15 (10.71%) C#
6 13 (9.29%) Bash Shell
7 12 (8.57%) MATLAB
8 7 (5.00%) C++
8 7 (5.00%) PowerShell
8 7 (5.00%) Scala
9 6 (4.29%) C
9 6 (4.29%) Perl
10 5 (3.57%) VBA
11 3 (2.14%) ES6
12 2 (1.43%) ECMAScript
12 2 (1.43%) Korn
12 2 (1.43%) TypeScript
13 1 (0.71%) Objective-C
Qualifications
1 33 (23.57%) Degree
2 16 (11.43%) Security Cleared
3 5 (3.57%) DV Cleared
3 5 (3.57%) PhD
3 5 (3.57%) SC Cleared
4 4 (2.86%) Numerate Degree
5 3 (2.14%) Computer Science Degree
5 3 (2.14%) Postgraduate
6 1 (0.71%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (6.43%) Data Quality
2 5 (3.57%) QA
3 2 (1.43%) GDPR
3 2 (1.43%) Government Security Classifications
3 2 (1.43%) WCAG
System Software
1 14 (10.00%) Docker
2 3 (2.14%) Active Directory
3 1 (0.71%) VMware Infrastructure
3 1 (0.71%) vSphere
Systems Management
1 8 (5.71%) Puppet
2 7 (5.00%) Nessus
3 2 (1.43%) Ansible
3 2 (1.43%) Red Hat Spacewalk
3 2 (1.43%) Salt
Vendors
1 39 (27.86%) Microsoft
2 31 (22.14%) Tableau
3 18 (12.86%) SAP
4 10 (7.14%) Google
5 9 (6.43%) Cognos
6 7 (5.00%) Cisco
6 7 (5.00%) McAfee
6 7 (5.00%) NetScout
6 7 (5.00%) NetWitness
6 7 (5.00%) Palo Alto
6 7 (5.00%) Sourcefire
7 3 (2.14%) Adobe
7 3 (2.14%) Atlassian
7 3 (2.14%) IBM
7 3 (2.14%) Minitab
8 2 (1.43%) ArcSight
8 2 (1.43%) Oracle
8 2 (1.43%) Splunk
9 1 (0.71%) Citrix
9 1 (0.71%) Tealium