Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 328 375 443
Rank change year-on-year +47 +68 +74
Permanent jobs citing Data Visualisation 219 171 161
As % of all permanent IT jobs advertised in the South East 0.74% 0.59% 0.45%
As % of the Processes & Methodologies category 0.83% 0.66% 0.51%
Number of salaries quoted 147 161 158
South East median annual salary £50,000 £49,700 £48,750
Median salary % change year-on-year +0.60% +1.95% -0.51%
10th Percentile £35,000 £21,250 £31,250
90th Percentile £85,000 £84,000 £77,500
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +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 26,476 25,907 31,720
As % of all permanent IT jobs advertised in the South East 89.53% 89.34% 89.06%
Number of salaries quoted 21,874 21,341 26,551
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £27,000 £27,500
90th Percentile £71,250 £68,750 £68,750
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +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 25 September 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 25 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
Thames Valley +59 143 £50,000 -11.11% 14
Berkshire +27 84 £50,000 -9.09% 4
Oxfordshire +7 51 £55,000 -19.71% 8
Surrey +21 28 £55,000 +18.92% 4
Hampshire -26 24 £50,000 +2.35% 7
West Sussex -3 9 £50,000 +122.22% 1
Buckinghamshire +19 8 £45,000 -2.70% 2
Kent +17 4 £48,750 +8.33% 3
Middlesex +15 4 - - 1
East Sussex -14 2 £46,000 +22.67%
Sussex - 2 £77,500 -
Data Visualisation
England

For the 6 months to 25 September 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.

1 219 (100.00%) Visualisation
2 137 (62.56%) Business Intelligence
3 129 (58.90%) Analytics
4 125 (57.08%) SQL
5 107 (48.86%) Tableau
6 90 (41.10%) Power BI
7 82 (37.44%) Degree
8 78 (35.62%) Data Science
9 74 (33.79%) Python
10 71 (32.42%) Agile Software Development
11 66 (30.14%) Finance
12 62 (28.31%) Machine Learning
13 59 (26.94%) R
13 59 (26.94%) SQL Server
14 56 (25.57%) Big Data
15 55 (25.11%) Data Warehouse
16 52 (23.74%) Mathematics
17 47 (21.46%) Java
18 44 (20.09%) Algorithms
19 43 (19.63%) Microsoft
19 43 (19.63%) SQL Server Integration Services
20 42 (19.18%) SQL Server Reporting Services
21 41 (18.72%) Statistics
22 39 (17.81%) Data Modelling
23 38 (17.35%) ETL
23 38 (17.35%) Data Analytics
24 36 (16.44%) Hadoop
24 36 (16.44%) Retail
25 35 (15.98%) Data Analysis
25 35 (15.98%) SQL Server Analysis Services

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 24 (10.96%) SAS
2 20 (9.13%) Apache
3 19 (8.68%) Apache Spark
4 10 (4.57%) Apache Solr
4 10 (4.57%) Elasticsearch
5 4 (1.83%) Confluence
5 4 (1.83%) IIS
6 3 (1.37%) CMS
6 3 (1.37%) EPiServer
7 1 (0.46%) Apache Pig
Applications
1 18 (8.22%) Microsoft Excel
2 7 (3.20%) Microsoft Office
3 4 (1.83%) Microsoft Project
3 4 (1.83%) MS Visio
4 2 (0.91%) SPSS
5 1 (0.46%) Adobe Illustrator
5 1 (0.46%) Fireworks
5 1 (0.46%) Microsoft PowerPoint
5 1 (0.46%) Photoshop
Business Applications
1 4 (1.83%) SAP S/4HANA
2 1 (0.46%) Salesforce.com CRM
Cloud Services
1 25 (11.42%) Microsoft Azure
2 16 (7.31%) Google Analytics
3 9 (4.11%) Amazon AWS
4 4 (1.83%) Office 365
5 3 (1.37%) PaaS
6 2 (0.91%) Azure Data Factory
Communications & Networking
1 4 (1.83%) iBeacon
1 4 (1.83%) Wireless
2 2 (0.91%) SMS
3 1 (0.46%) Internet
3 1 (0.46%) Intranet
3 1 (0.46%) PSTN
3 1 (0.46%) Wi-Fi
Database & Business Intelligence
1 90 (41.10%) Power BI
2 59 (26.94%) SQL Server
3 56 (25.57%) Big Data
4 55 (25.11%) Data Warehouse
5 43 (19.63%) SQL Server Integration Services
6 42 (19.18%) SQL Server Reporting Services
7 36 (16.44%) Hadoop
8 35 (15.98%) SQL Server Analysis Services
9 34 (15.53%) Apache Hive
10 24 (10.96%) Spotfire
11 21 (9.59%) QlikView
12 20 (9.13%) SAP HANA
13 19 (8.68%) Data Mining
13 19 (8.68%) Text Mining
14 15 (6.85%) SAP Data Services
15 12 (5.48%) Snowflake Schema
16 11 (5.02%) BusinessObjects
17 9 (4.11%) Crystal Reports
17 9 (4.11%) Lumira
17 9 (4.11%) OLAP
Development Applications
1 22 (10.05%) Git (software)
2 14 (6.39%) SQL Server Management Studio (SSMS)
3 10 (4.57%) Visual Studio
4 8 (3.65%) Team Foundation Server
5 5 (2.28%) Jenkins
5 5 (2.28%) JIRA
6 4 (1.83%) ERwin
6 4 (1.83%) Selenium
6 4 (1.83%) Subversion
6 4 (1.83%) VersionOne
7 3 (1.37%) Jasmine
7 3 (1.37%) Mocha
8 1 (0.46%) JUnit
8 1 (0.46%) Octopus Deploy
8 1 (0.46%) Rational DOORS
8 1 (0.46%) SpecFlow
8 1 (0.46%) WebDriver
General
1 66 (30.14%) Finance
2 36 (16.44%) Retail
3 32 (14.61%) Telecoms
4 13 (5.94%) Advertising
5 10 (4.57%) Marketing
6 5 (2.28%) Electronics
6 5 (2.28%) Manufacturing
7 4 (1.83%) Banking
8 3 (1.37%) Back Office
8 3 (1.37%) Pharmaceutical
9 1 (0.46%) Military
Job Titles
1 67 (30.59%) Developer
2 47 (21.46%) Data Scientist
3 28 (12.79%) Analyst
4 18 (8.22%) Business Intelligence Analyst
4 18 (8.22%) Business Intelligence Developer
5 17 (7.76%) Senior Data Scientist
6 16 (7.31%) SQL Developer
7 13 (5.94%) Data Analyst
7 13 (5.94%) Software Developer
8 12 (5.48%) Lead Developer
9 11 (5.02%) Front End Developer (Client-Side Developer)
10 10 (4.57%) Graduate
11 9 (4.11%) Architect
11 9 (4.11%) JavaScript Developer
11 9 (4.11%) Senior Developer
11 9 (4.11%) SSIS Developer
12 8 (3.65%) Analytics Consultant
12 8 (3.65%) Data Analytics Consultant
12 8 (3.65%) Data Consultant
12 8 (3.65%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 25 (11.42%) D3.js
2 21 (9.59%) ggplot
3 17 (7.76%) Kafka
4 16 (7.31%) Natural Language Processing
5 14 (6.39%) Web Services
6 12 (5.48%) CSS
7 11 (5.02%) RESTful
8 10 (4.57%) Lucene
9 9 (4.11%) AngularJS
9 9 (4.11%) HTML
10 7 (3.20%) Sass
11 6 (2.74%) HTML5
11 6 (2.74%) XML
12 5 (2.28%) Backbone.js
12 5 (2.28%) CSS3
12 5 (2.28%) Vue.js
13 4 (1.83%) LESS
13 4 (1.83%) Node.js
13 4 (1.83%) React
13 4 (1.83%) RequireJS
Miscellaneous
1 44 (20.09%) Algorithms
2 28 (12.79%) Computer Science
3 16 (7.31%) Analytical Skills
3 16 (7.31%) Social Network
4 11 (5.02%) Management Information System
5 9 (4.11%) Fintech
6 8 (3.65%) Self-Motivation
7 7 (3.20%) User Experience
8 6 (2.74%) Data Structures
8 6 (2.74%) Greenfield Project
9 4 (1.83%) PMI
10 3 (1.37%) Driving Licence
10 3 (1.37%) Graphic Design
10 3 (1.37%) Life Science
10 3 (1.37%) Mobile App
11 2 (0.91%) Clustering
11 2 (0.91%) Replication
12 1 (0.46%) Data Protection Act
12 1 (0.46%) Reference Data
12 1 (0.46%) Social Media
Operating Systems
1 9 (4.11%) Apple iOS
2 4 (1.83%) Android
3 3 (1.37%) Linux
3 3 (1.37%) Windows
4 2 (0.91%) Red Hat Enterprise Linux
4 2 (0.91%) Windows Server
Processes & Methodologies
1 219 (100.00%) Visualisation
2 137 (62.56%) Business Intelligence
3 129 (58.90%) Analytics
4 78 (35.62%) Data Science
5 71 (32.42%) Agile Software Development
6 62 (28.31%) Machine Learning
7 52 (23.74%) Mathematics
8 41 (18.72%) Statistics
9 39 (17.81%) Data Modelling
10 38 (17.35%) Data Analytics
10 38 (17.35%) ETL
11 35 (15.98%) Data Analysis
12 34 (15.53%) Decision-Making
13 32 (14.61%) Data-Driven Decision Making
13 32 (14.61%) Problem-Solving
14 31 (14.16%) Artificial Intelligence
15 30 (13.70%) Data Engineering
15 30 (13.70%) Data Management
15 30 (13.70%) Stakeholder Management
16 23 (10.50%) Continuous Integration
Programming Languages
1 125 (57.08%) SQL
2 74 (33.79%) Python
3 59 (26.94%) R
4 47 (21.46%) Java
5 29 (13.24%) T-SQL
6 19 (8.68%) C++
7 17 (7.76%) JavaScript
8 16 (7.31%) Delphi
9 12 (5.48%) C#
10 9 (4.11%) MATLAB
11 5 (2.28%) Ruby
11 5 (2.28%) Scala
12 4 (1.83%) Data Analysis Expressions (DAX)
13 3 (1.37%) ES6
13 3 (1.37%) PL/SQL
14 2 (0.91%) C
14 2 (0.91%) Go
14 2 (0.91%) PHP
14 2 (0.91%) VB
15 1 (0.46%) Fortran
Qualifications
1 82 (37.44%) Degree
2 17 (7.76%) Master's Degree
3 5 (2.28%) PhD
4 4 (1.83%) Computer Science Degree
4 4 (1.83%) Numerate Degree
4 4 (1.83%) SC Cleared
4 4 (1.83%) Security Cleared
5 3 (1.37%) MCSE
5 3 (1.37%) Microsoft Certification
6 1 (0.46%) APMP
6 1 (0.46%) DV Cleared
6 1 (0.46%) MBA
Quality Assurance & Compliance
1 18 (8.22%) Data Quality
2 7 (3.20%) QA
3 4 (1.83%) PMBOK
4 2 (0.91%) GDPR
5 1 (0.46%) SLA
System Software
1 1 (0.46%) Apache Flume
1 1 (0.46%) HDFS
Systems Management
1 16 (7.31%) Hadoop YARN
2 4 (1.83%) Ansible
2 4 (1.83%) Opscode Chef
2 4 (1.83%) Puppet
3 2 (0.91%) Microsoft Clustering
Vendors
1 107 (48.86%) Tableau
2 43 (19.63%) Microsoft
3 28 (12.79%) SAP
4 20 (9.13%) Google
5 16 (7.31%) Oracle
6 10 (4.57%) Alteryx
7 4 (1.83%) CA Agile Central
7 4 (1.83%) HP
7 4 (1.83%) ServiceNow
8 3 (1.37%) Cognos
9 2 (0.91%) Red Hat
10 1 (0.46%) Cloudera
10 1 (0.46%) Hortonworks
10 1 (0.46%) MapR
10 1 (0.46%) MicroStrategy
10 1 (0.46%) Salesforce.com
10 1 (0.46%) Talend