Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 16 November 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 283 387 458
Rank change year-on-year +104 +71 +76
Permanent jobs citing Data Visualisation 273 177 148
As % of all permanent IT jobs advertised in the South East 0.95% 0.58% 0.42%
As % of the Processes & Methodologies category 1.05% 0.65% 0.47%
Number of salaries quoted 155 169 133
South East median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +5.26%
10th Percentile £36,250 £21,250 £31,250
90th Percentile £74,800 £75,000 £87,500
England median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +10.00%

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 East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,021 27,389 31,554
As % of all permanent IT jobs advertised in the South East 90.26% 89.55% 89.28%
Number of salaries quoted 21,441 22,602 26,214
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,500 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Visualisation
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Visualisation in the South East

Data Visualisation
Salary Trend in the South East

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

Salary trend for Data Visualisation in the South East

Data Visualisation
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Visualisation in the South East over the 6 months to 16 November 2018.

Salary histogram for Data Visualisation in the South East

Data Visualisation
Job Locations in the South East

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 East region over the 6 months to 16 November 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
Thames Valley +90 180 £50,000 - 14
Berkshire +76 125 £50,000 - 7
Oxfordshire +29 50 £52,500 -12.50% 6
Hampshire +5 39 £50,000 +11.11% 6
Surrey +31 25 £52,500 +16.67% 9
Kent +19 8 £37,500 -6.25% 5
West Sussex -12 8 £50,000 +122.22%
Buckinghamshire +7 5 £50,000 +33.33% 1
Middlesex - 5 - -
Sussex - 4 £77,500 -
East Sussex -6 1 - - 1
Data Visualisation
England

For the 6 months to 16 November 2018, IT jobs citing Data 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 East region with a requirement for Data Visualisation.

1 273 (100.00%) Visualisation
2 192 (70.33%) Business Intelligence
3 183 (67.03%) Analytics
4 173 (63.37%) Tableau
5 168 (61.54%) SQL
6 139 (50.92%) Power BI
7 117 (42.86%) Data Science
8 111 (40.66%) Degree
9 110 (40.29%) Finance
10 95 (34.80%) Python
11 82 (30.04%) R
12 81 (29.67%) Agile Software Development
13 75 (27.47%) Retail
13 75 (27.47%) Mathematics
14 74 (27.11%) Artificial Intelligence
15 71 (26.01%) Data-Driven Decision Making
16 70 (25.64%) Decision-Making
16 70 (25.64%) Telecoms
17 69 (25.27%) Algorithms
17 69 (25.27%) Data Engineering
18 68 (24.91%) Big Data
19 63 (23.08%) Machine Learning
20 61 (22.34%) Statistics
21 60 (21.98%) Hadoop
21 60 (21.98%) Data Warehouse
22 58 (21.25%) Data Modelling
23 57 (20.88%) Apache Hive
24 52 (19.05%) SQL Server
24 52 (19.05%) Stakeholder Management
25 48 (17.58%) Java

Data Visualisation
Co-occurring IT Skills in the South East 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 45 (16.48%) SAS
2 38 (13.92%) Apache
3 36 (13.19%) Apache Spark
4 5 (1.83%) IIS
5 4 (1.47%) Confluence
6 3 (1.10%) CMS
6 3 (1.10%) EPiServer
7 2 (0.73%) Apache Solr
7 2 (0.73%) Elasticsearch
8 1 (0.37%) Apache Pig
Applications
1 18 (6.59%) Microsoft Excel
2 9 (3.30%) Microsoft Office
3 4 (1.47%) Adobe After Effects
3 4 (1.47%) Adobe Illustrator
3 4 (1.47%) Microsoft Project
3 4 (1.47%) MS Visio
4 1 (0.37%) Microsoft PowerPoint
4 1 (0.37%) SPSS
Business Applications
1 4 (1.47%) SAP S/4HANA
Cloud Services
1 36 (13.19%) Microsoft Azure
2 23 (8.42%) Google Analytics
3 11 (4.03%) Amazon AWS
4 5 (1.83%) PaaS
5 4 (1.47%) Office 365
6 3 (1.10%) Azure Data Factory
Communications & Networking
1 5 (1.83%) iBeacon
1 5 (1.83%) Wireless
2 2 (0.73%) PSTN
2 2 (0.73%) Wi-Fi
3 1 (0.37%) PPP
Database & Business Intelligence
1 139 (50.92%) Power BI
2 68 (24.91%) Big Data
3 60 (21.98%) Data Warehouse
3 60 (21.98%) Hadoop
4 57 (20.88%) Apache Hive
5 52 (19.05%) SQL Server
6 45 (16.48%) SQL Server Reporting Services
7 41 (15.02%) SQL Server Integration Services
8 37 (13.55%) SAP HANA
9 34 (12.45%) QlikView
9 34 (12.45%) SQL Server Analysis Services
9 34 (12.45%) Text Mining
10 32 (11.72%) Spotfire
11 23 (8.42%) Data Mining
12 14 (5.13%) BusinessObjects
13 10 (3.66%) Relational Database
14 9 (3.30%) Lumira
14 9 (3.30%) NoSQL
14 9 (3.30%) SAP Data Services
14 9 (3.30%) Snowflake Schema
Development Applications
1 32 (11.72%) Git (software)
2 11 (4.03%) SQL Server Management Studio (SSMS)
3 10 (3.66%) Visual Studio
4 8 (2.93%) Team Foundation Server
5 6 (2.20%) ERwin
5 6 (2.20%) JIRA
6 5 (1.83%) Jenkins
7 4 (1.47%) Jasmine
7 4 (1.47%) Selenium
7 4 (1.47%) Subversion
7 4 (1.47%) VersionOne
8 3 (1.10%) Mocha
9 2 (0.73%) Rational DOORS
10 1 (0.37%) JUnit
10 1 (0.37%) Karma Test Runner
10 1 (0.37%) Octopus Deploy
10 1 (0.37%) SpecFlow
10 1 (0.37%) WebDriver
General
1 110 (40.29%) Finance
2 75 (27.47%) Retail
3 70 (25.64%) Telecoms
4 8 (2.93%) Advertising
4 8 (2.93%) Manufacturing
4 8 (2.93%) Marketing
5 4 (1.47%) Banking
6 3 (1.10%) Back Office
6 3 (1.10%) Pharmaceutical
7 2 (0.73%) Military
8 1 (0.37%) Electronics
8 1 (0.37%) Legal
8 1 (0.37%) Publishing
Job Titles
1 62 (22.71%) Data Scientist
1 62 (22.71%) Developer
2 35 (12.82%) Analyst
3 23 (8.42%) Senior Data Scientist
4 21 (7.69%) Business Intelligence Analyst
5 19 (6.96%) Business Intelligence Developer
6 16 (5.86%) Data Analyst
7 14 (5.13%) Front End Developer (Client-Side Developer)
8 13 (4.76%) Analytics Manager
8 13 (4.76%) SQL Developer
9 12 (4.40%) Senior Developer
10 11 (4.03%) Architect
10 11 (4.03%) Delivery Manager
11 10 (3.66%) JavaScript Developer
11 10 (3.66%) SSIS Developer
12 9 (3.30%) Data Architect
12 9 (3.30%) DBA
12 9 (3.30%) Software Developer
12 9 (3.30%) SQL DBA
13 7 (2.56%) Analyst Developer
Libraries, Frameworks & Software Standards
1 39 (14.29%) D3.js
2 34 (12.45%) Kafka
3 33 (12.09%) ggplot
4 22 (8.06%) CSS
5 17 (6.23%) HTML
6 12 (4.40%) HTML5
7 11 (4.03%) AngularJS
8 8 (2.93%) CSS3
8 8 (2.93%) Sass
9 7 (2.56%) Web Services
10 6 (2.20%) XML
11 5 (1.83%) Backbone.js
11 5 (1.83%) LESS
11 5 (1.83%) Natural Language Processing
11 5 (1.83%) React
11 5 (1.83%) Vue.js
12 4 (1.47%) Highcharts JS
12 4 (1.47%) jQuery
12 4 (1.47%) Node.js
12 4 (1.47%) RequireJS
Miscellaneous
1 69 (25.27%) Algorithms
2 33 (12.09%) Social Network
3 23 (8.42%) Computer Science
4 21 (7.69%) Analytical Skills
5 12 (4.40%) Management Information System
6 10 (3.66%) Greenfield Project
7 7 (2.56%) Data Structures
7 7 (2.56%) Mobile App
7 7 (2.56%) Self-Motivation
7 7 (2.56%) User Experience
8 6 (2.20%) Fintech
9 5 (1.83%) Life Science
10 4 (1.47%) Clustering
10 4 (1.47%) PMI
10 4 (1.47%) Replication
11 3 (1.10%) Enterprise Software
12 2 (0.73%) Driving Licence
12 2 (0.73%) Graphic Design
13 1 (0.37%) Cyberattack
13 1 (0.37%) Social Media
Operating Systems
1 10 (3.66%) Apple iOS
2 6 (2.20%) Linux
3 5 (1.83%) Android
3 5 (1.83%) Windows
4 4 (1.47%) Red Hat Enterprise Linux
4 4 (1.47%) Windows Server
Processes & Methodologies
1 273 (100.00%) Visualisation
2 192 (70.33%) Business Intelligence
3 183 (67.03%) Analytics
4 117 (42.86%) Data Science
5 81 (29.67%) Agile Software Development
6 75 (27.47%) Mathematics
7 74 (27.11%) Artificial Intelligence
8 71 (26.01%) Data-Driven Decision Making
9 70 (25.64%) Decision-Making
10 69 (25.27%) Data Engineering
11 63 (23.08%) Machine Learning
12 61 (22.34%) Statistics
13 58 (21.25%) Data Modelling
14 52 (19.05%) Stakeholder Management
15 40 (14.65%) Problem-Solving
16 37 (13.55%) Data Security
17 36 (13.19%) A/B Testing
17 36 (13.19%) Decision Science
17 36 (13.19%) ETL
17 36 (13.19%) Matrix Organization
Programming Languages
1 168 (61.54%) SQL
2 95 (34.80%) Python
3 82 (30.04%) R
4 48 (17.58%) Java
5 27 (9.89%) C++
6 26 (9.52%) T-SQL
7 24 (8.79%) JavaScript
8 23 (8.42%) Delphi
9 13 (4.76%) C#
10 5 (1.83%) Ruby
11 4 (1.47%) ES6
11 4 (1.47%) MATLAB
11 4 (1.47%) PL/SQL
12 3 (1.10%) Scala
13 2 (0.73%) C
13 2 (0.73%) Go
13 2 (0.73%) PHP
13 2 (0.73%) VB
14 1 (0.37%) Perl
14 1 (0.37%) VBA
Qualifications
1 111 (40.66%) Degree
2 19 (6.96%) Master's Degree
3 4 (1.47%) Computer Science Degree
4 3 (1.10%) PhD
4 3 (1.10%) SC Cleared
4 3 (1.10%) Security Cleared
5 1 (0.37%) DV Cleared
5 1 (0.37%) MBA
5 1 (0.37%) Numerate Degree
Quality Assurance & Compliance
1 15 (5.49%) Data Quality
2 6 (2.20%) QA
3 4 (1.47%) PMBOK
4 3 (1.10%) GDPR
System Software
1 5 (1.83%) Docker
2 1 (0.37%) Apache Flume
2 1 (0.37%) HDFS
Systems Management
1 33 (12.09%) Hadoop YARN
2 4 (1.47%) Ansible
2 4 (1.47%) Microsoft Clustering
2 4 (1.47%) Opscode Chef
2 4 (1.47%) Puppet
Vendors
1 173 (63.37%) Tableau
2 46 (16.85%) SAP
3 33 (12.09%) Microsoft
4 27 (9.89%) Google
5 12 (4.40%) Oracle
6 4 (1.47%) CA Agile Central
6 4 (1.47%) Cognos
6 4 (1.47%) HP
6 4 (1.47%) Red Hat
6 4 (1.47%) ServiceNow
7 2 (0.73%) Netezza
8 1 (0.37%) Alteryx
8 1 (0.37%) Cloudera
8 1 (0.37%) Hortonworks
8 1 (0.37%) MapR
8 1 (0.37%) MicroStrategy
8 1 (0.37%) Talend