Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 292 301 300
Rank change year-on-year +9 -1 +8
Permanent jobs citing Data Visualisation 56 37 60
As % of all permanent IT jobs advertised in the South West 0.55% 0.34% 0.50%
As % of the Processes & Methodologies category 0.61% 0.38% 0.57%
Number of salaries quoted 52 30 43
South West median annual salary £42,501 £46,250 £45,245
Median salary % change year-on-year -8.11% +2.22% +25.68%
10th Percentile £29,300 £37,250 £21,950
90th Percentile £65,250 £81,250 £52,500
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -4.76%

Data 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%

Data Visualisation
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Visualisation in the South West

Data Visualisation
Salary Trend in the South West

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

Salary trend for Data Visualisation in the South West

Data Visualisation
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Visualisation in the South West over the 6 months to 18 November 2017.

Salary histogram for Data Visualisation in the South West

Data 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 Data 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 0 35 £39,991 -17.97% 1
Devon +23 6 £51,500 +5.64%
Dorset +5 4 £42,501 -43.33%
Cornwall - 4 £35,000 -
Gloucestershire +26 3 £42,500 -31.45%
Somerset -5 1 £37,500 - 1
Wiltshire -5 1 £50,000 +17.65% 1
Data Visualisation
England

For the 6 months to 18 November 2017, IT jobs citing Data 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 Data Visualisation.

1 56 (100.00%) Visualisation
2 49 (87.50%) SQL
3 46 (82.14%) Business Intelligence
4 27 (48.21%) ETL
5 26 (46.43%) Microsoft
5 26 (46.43%) SQL Server Reporting Services
6 24 (42.86%) Tableau
7 23 (41.07%) SQL Server
8 22 (39.29%) SQL Server Integration Services
9 20 (35.71%) Python
10 19 (33.93%) T-SQL
10 19 (33.93%) Agile Software Development
11 18 (32.14%) Analytics
11 18 (32.14%) Power BI
12 16 (28.57%) Microsoft Excel
12 16 (28.57%) Amazon AWS
13 14 (25.00%) Finance
14 13 (23.21%) Stakeholder Management
14 13 (23.21%) Google Cloud Platform
15 12 (21.43%) Microsoft Azure
15 12 (21.43%) R
15 12 (21.43%) SAP
15 12 (21.43%) Marketing
16 11 (19.64%) Manufacturing
16 11 (19.64%) Electronics
16 11 (19.64%) Big Data
16 11 (19.64%) Apache Hive
16 11 (19.64%) Apache Spark
17 10 (17.86%) MATLAB
17 10 (17.86%) Data Warehouse

Data 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 11 (19.64%) Apache Spark
2 5 (8.93%) Apache Pig
2 5 (8.93%) Elasticsearch
3 3 (5.36%) SAS
4 2 (3.57%) Apache
4 2 (3.57%) nginx
4 2 (3.57%) SharePoint
Applications
1 16 (28.57%) Microsoft Excel
2 3 (5.36%) SPSS
3 1 (1.79%) Adobe Illustrator
3 1 (1.79%) Photoshop
Business Applications
1 4 (7.14%) Dynamics AX
1 4 (7.14%) SAP Business ByDesign
1 4 (7.14%) SAP Business One
2 3 (5.36%) Cognos Business Intelligence
3 1 (1.79%) WebTrends
Cloud Services
1 16 (28.57%) Amazon AWS
2 13 (23.21%) Google Cloud Platform
3 12 (21.43%) Microsoft Azure
4 6 (10.71%) GitHub
5 5 (8.93%) Amazon EMR
5 5 (8.93%) Amazon Kinesis
6 3 (5.36%) Cloud Computing
7 2 (3.57%) Azure Data Factory
8 1 (1.79%) Adobe Analytics
8 1 (1.79%) Slack
Database & Business Intelligence
1 26 (46.43%) SQL Server Reporting Services
2 23 (41.07%) SQL Server
3 22 (39.29%) SQL Server Integration Services
4 18 (32.14%) Power BI
5 11 (19.64%) Apache Hive
5 11 (19.64%) Big Data
6 10 (17.86%) Data Warehouse
7 9 (16.07%) Hadoop
7 9 (16.07%) SQL Server Analysis Services
8 8 (14.29%) BigQuery
8 8 (14.29%) Impala
8 8 (14.29%) QlikView
9 7 (12.50%) Semantic Layer
10 5 (8.93%) Amazon Redshift
10 5 (8.93%) Presto
10 5 (8.93%) Spotfire
11 4 (7.14%) BusinessObjects
11 4 (7.14%) Crystal Reports
12 3 (5.36%) DecisionStream
12 3 (5.36%) GIS
Development Applications
1 3 (5.36%) JIRA
2 2 (3.57%) Grunt
2 2 (3.57%) Selenium
2 2 (3.57%) webpack
3 1 (1.79%) Git (software)
3 1 (1.79%) Team Foundation Server
General
1 14 (25.00%) Finance
2 12 (21.43%) Marketing
3 11 (19.64%) Electronics
3 11 (19.64%) Manufacturing
4 8 (14.29%) Telecoms
5 3 (5.36%) Law
6 2 (3.57%) Local Government
7 1 (1.79%) Advertising
7 1 (1.79%) Games
Job Titles
1 27 (48.21%) Developer
2 21 (37.50%) Business Intelligence Developer
3 17 (30.36%) Business Developer
4 14 (25.00%) SQL Developer
5 13 (23.21%) SQL BI Developer
6 12 (21.43%) SQL Server BI Developer
6 12 (21.43%) SQL Server Developer
7 8 (14.29%) Analytics Manager
7 8 (14.29%) Consultant
7 8 (14.29%) Insight Manager
8 7 (12.50%) Business Intelligence Consultant
8 7 (12.50%) Business Intelligence Manager
9 6 (10.71%) Data Engineer
10 5 (8.93%) Analyst
11 3 (5.36%) .NET Developer
11 3 (5.36%) Business Intelligence Analyst
11 3 (5.36%) C# Developer
11 3 (5.36%) Data Analyst
11 3 (5.36%) Senior Analyst
11 3 (5.36%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 5 (8.93%) MLlib
1 5 (8.93%) Pandas
2 4 (7.14%) D3.js
2 4 (7.14%) HTML
2 4 (7.14%) REST
2 4 (7.14%) Web Services
3 3 (5.36%) .NET
3 3 (5.36%) ASP.NET
3 3 (5.36%) CSS
3 3 (5.36%) Flask
3 3 (5.36%) jQuery
3 3 (5.36%) Natural Language Processing
3 3 (5.36%) TensorFlow
3 3 (5.36%) Theano
4 2 (3.57%) Ajax
4 2 (3.57%) CSS3
4 2 (3.57%) Django
4 2 (3.57%) HTML5
4 2 (3.57%) Sass
4 2 (3.57%) Twitter Bootstrap
Miscellaneous
1 9 (16.07%) Mobile App
2 8 (14.29%) User Experience
3 5 (8.93%) Analytical Skills
3 5 (8.93%) Clustering
4 3 (5.36%) Algorithms
4 3 (5.36%) Blog
4 3 (5.36%) Data Protection Act
4 3 (5.36%) Management Information System
5 2 (3.57%) Internet of Things
6 1 (1.79%) Digital Media
Operating Systems
1 3 (5.36%) Linux
2 1 (1.79%) Android
2 1 (1.79%) Apple iOS
2 1 (1.79%) Ubuntu
Processes & Methodologies
1 56 (100.00%) Visualisation
2 46 (82.14%) Business Intelligence
3 27 (48.21%) ETL
4 19 (33.93%) Agile Software Development
5 18 (32.14%) Analytics
6 13 (23.21%) Stakeholder Management
7 9 (16.07%) Actionable Insight
8 8 (14.29%) Digital Marketing
8 8 (14.29%) Mathematics
8 8 (14.29%) Programme Management
9 7 (12.50%) Data Analysis
10 6 (10.71%) DevOps
10 6 (10.71%) Statistics
11 5 (8.93%) Data Modelling
11 5 (8.93%) MapReduce
11 5 (8.93%) Software Engineering
11 5 (8.93%) Unit Testing
12 4 (7.14%) Data Management
12 4 (7.14%) ERP
12 4 (7.14%) Scrum
Programming Languages
1 49 (87.50%) SQL
2 20 (35.71%) Python
3 19 (33.93%) T-SQL
4 12 (21.43%) R
5 10 (17.86%) MATLAB
6 9 (16.07%) JavaScript
7 8 (14.29%) C#
8 5 (8.93%) Java
8 5 (8.93%) Scala
9 4 (7.14%) VBA
10 2 (3.57%) Bash Shell
10 2 (3.57%) ECMAScript
10 2 (3.57%) ES6
10 2 (3.57%) TypeScript
11 1 (1.79%) Data Analysis Expressions (DAX)
Qualifications
1 9 (16.07%) Degree
2 3 (5.36%) Postgraduate
Quality Assurance & Compliance
1 5 (8.93%) Data Quality
2 2 (3.57%) GDPR
2 2 (3.57%) WCAG
System Software
1 5 (8.93%) Docker
Systems Management
1 1 (1.79%) Ansible
Vendors
1 26 (46.43%) Microsoft
2 24 (42.86%) Tableau
3 12 (21.43%) SAP
4 10 (17.86%) Google
5 7 (12.50%) Cognos
6 3 (5.36%) Atlassian
6 3 (5.36%) IBM
7 1 (1.79%) Adobe
7 1 (1.79%) Oracle
7 1 (1.79%) Tealium