Period
to 20 July 2019

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 2019 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 250 215 272
Rank change year-on-year -35 +57 +19
Permanent jobs citing Visualisation 318 435 319
As % of all permanent IT jobs advertised in the South East 1.19% 1.43% 1.07%
As % of the Processes & Methodologies category 1.31% 1.58% 1.20%
Number of salaries quoted 233 356 284
South East median annual salary £46,719 £50,000 £45,000
Median salary % change year-on-year -6.56% +11.11% -
10th Percentile £27,500 £33,500 £26,250
90th Percentile £67,000 £85,000 £75,000
England median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -2.78%

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 24,334 27,494 26,547
As % of all permanent IT jobs advertised in the South East 91.00% 90.22% 89.44%
Number of salaries quoted 19,535 22,740 21,972
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,250 £28,000 £27,000
90th Percentile £75,000 £70,000 £67,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +2.04%

Visualisation
Job Vacancy Trend in the South East

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

Job vacancy trend for Visualisation in the South East

Visualisation
Salary Trend in the South East

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

Salary trend for Visualisation in the South East

Visualisation
Salary Histogram in the South East

The salary distribution of IT jobs citing Visualisation in the South East over the 6 months to 20 July 2019.

Salary histogram for Visualisation in the South East

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 Visualisation within the South East region over the 6 months to 20 July 2019. 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 -25 168 £47,500 -5.00% 27
Oxfordshire +9 71 £46,719 -11.01% 14
Hampshire -11 66 £45,000 - 6
Berkshire -16 54 £50,000 +2.56% 9
Buckinghamshire +35 43 £47,500 -13.64% 4
West Sussex +12 30 £50,000 +11.11% 3
Surrey -14 27 £55,000 - 17
Kent +23 14 £37,500 -30.23% 2
East Sussex +15 12 £40,000 -20.00% 2
Middlesex - 1 £41,373 -
Visualisation
England

For the 6 months to 20 July 2019, 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 East region with a requirement for Visualisation.

1 189 (59.43%) Data Visualisation
2 149 (46.86%) Business Intelligence
3 147 (46.23%) Analytics
4 129 (40.57%) SQL
5 111 (34.91%) Tableau
6 91 (28.62%) Python
7 90 (28.30%) Agile Software Development
8 83 (26.10%) Analytical Skills
9 75 (23.58%) Power BI
9 75 (23.58%) Power Platform
10 74 (23.27%) Degree
11 67 (21.07%) Data Analysis
12 64 (20.13%) Data Warehouse
13 58 (18.24%) ETL
13 58 (18.24%) Big Data
14 57 (17.92%) Computer Science
14 57 (17.92%) Data Modelling
14 57 (17.92%) Software Engineering
15 56 (17.61%) Java
15 56 (17.61%) Microsoft
15 56 (17.61%) Problem-Solving
16 55 (17.30%) Mathematics
17 54 (16.98%) SQL Server
18 51 (16.04%) Data Analytics
18 51 (16.04%) Data Science
19 50 (15.72%) R
20 49 (15.41%) Machine Learning
21 48 (15.09%) Amazon AWS
22 47 (14.78%) QlikView
23 44 (13.84%) Microsoft Excel

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 19 (5.97%) SAS
2 16 (5.03%) Apache Spark
3 9 (2.83%) Elasticsearch
4 7 (2.20%) Apache
4 7 (2.20%) Confluence
5 5 (1.57%) SharePoint
6 4 (1.26%) Apache Pig
7 1 (0.31%) CMS
7 1 (0.31%) GeoServer
7 1 (0.31%) MS Exchange
7 1 (0.31%) Tomcat
Applications
1 44 (13.84%) Microsoft Excel
2 16 (5.03%) Microsoft Office
3 6 (1.89%) Microsoft PowerPoint
4 4 (1.26%) MS Visio
4 4 (1.26%) Sketch
5 2 (0.63%) Spreadsheet
5 2 (0.63%) SPSS
5 2 (0.63%) UXPin
6 1 (0.31%) Adobe After Effects
6 1 (0.31%) Adobe Illustrator
6 1 (0.31%) Figma
6 1 (0.31%) InVision
6 1 (0.31%) OmniGraffle
6 1 (0.31%) Photoshop
Business Applications
1 8 (2.52%) SAP S/4HANA
2 1 (0.31%) Dynamics CRM
2 1 (0.31%) Infor M3
2 1 (0.31%) Odoo
2 1 (0.31%) SAP BPC
2 1 (0.31%) SAP Oil and Gas
2 1 (0.31%) Scribe Insight
Cloud Services
1 75 (23.58%) Power Platform
2 48 (15.09%) Amazon AWS
3 25 (7.86%) Microsoft Azure
4 12 (3.77%) Amazon S3
5 9 (2.83%) Amazon EMR
6 8 (2.52%) Amazon EC2
6 8 (2.52%) Google Cloud Platform
7 7 (2.20%) Google Analytics
8 5 (1.57%) AWS Lambda
8 5 (1.57%) Cloud Computing
8 5 (1.57%) SaaS
8 5 (1.57%) Serverless
9 4 (1.26%) Amazon Kinesis
9 4 (1.26%) AWS CloudFormation
9 4 (1.26%) Azure Data Factory
9 4 (1.26%) Dynamics 365
10 3 (0.94%) Amazon ECS
11 2 (0.63%) GitHub
11 2 (0.63%) Office 365
12 1 (0.31%) BrowserStack
Communications & Networking
1 4 (1.26%) HTTP
2 3 (0.94%) MVNO
3 2 (0.63%) TCP/IP
4 1 (0.31%) Broadband
4 1 (0.31%) DNS
4 1 (0.31%) Firewall
4 1 (0.31%) HTTPS
4 1 (0.31%) Internet
4 1 (0.31%) LAN
4 1 (0.31%) SSL
4 1 (0.31%) VPN
4 1 (0.31%) WAN
Database & Business Intelligence
1 75 (23.58%) Power BI
2 64 (20.13%) Data Warehouse
3 58 (18.24%) Big Data
4 54 (16.98%) SQL Server
5 47 (14.78%) QlikView
6 41 (12.89%) BusinessObjects
7 37 (11.64%) SQL Server Integration Services
8 30 (9.43%) SQL Server Reporting Services
9 25 (7.86%) NoSQL
9 25 (7.86%) Relational Database
10 21 (6.60%) Hadoop
11 19 (5.97%) Data Lake
12 18 (5.66%) BusinessObjects Web Intelligence
12 18 (5.66%) SQL Server Analysis Services
13 16 (5.03%) Data Mining
14 12 (3.77%) Amazon Athena
14 12 (3.77%) MongoDB
15 10 (3.14%) PostgreSQL
16 9 (2.83%) Apache Cassandra
16 9 (2.83%) Lumira
Development Applications
1 26 (8.18%) Git (software)
2 18 (5.66%) JIRA
3 12 (3.77%) Jenkins
4 11 (3.46%) Eclipse
5 10 (3.14%) Eclipse RCP
6 7 (2.20%) Selenium
7 6 (1.89%) Maven
8 5 (1.57%) JUnit
8 5 (1.57%) SQL Server Management Studio (SSMS)
8 5 (1.57%) Visual Studio Team System
9 4 (1.26%) Cucumber
9 4 (1.26%) Spinnaker
9 4 (1.26%) Toad
10 3 (0.94%) Axure RP
10 3 (0.94%) Chocolatey
10 3 (0.94%) Hudson
11 2 (0.63%) Bitbucket
11 2 (0.63%) Team Foundation Server
11 2 (0.63%) Visual Studio
12 1 (0.31%) JMeter
General
1 23 (7.23%) Finance
1 23 (7.23%) Retail
2 18 (5.66%) Marketing
3 11 (3.46%) Games
4 7 (2.20%) Pharmaceutical
5 6 (1.89%) Advertising
5 6 (1.89%) Law
5 6 (1.89%) Local Government
5 6 (1.89%) Manufacturing
6 5 (1.57%) Telecoms
7 3 (0.94%) Automotive
7 3 (0.94%) Publishing
8 2 (0.63%) Legal
8 2 (0.63%) Military
9 1 (0.31%) Banking
Job Titles
1 99 (31.13%) Analyst
2 68 (21.38%) Developer
3 42 (13.21%) Business Intelligence Analyst
3 42 (13.21%) Data Analyst
4 37 (11.64%) Software Engineer
5 22 (6.92%) Data Scientist
6 18 (5.66%) Software Developer
7 17 (5.35%) Architect
8 16 (5.03%) Data Engineer
9 15 (4.72%) Business Intelligence Developer
10 14 (4.40%) Senior Software Engineer
11 13 (4.09%) SQL Developer
12 12 (3.77%) Business Analyst
12 12 (3.77%) Junior
13 10 (3.14%) Data Architect
14 9 (2.83%) Designer
14 9 (2.83%) Java Engineer
15 8 (2.52%) UX Designer
16 7 (2.20%) Junior Analyst
16 7 (2.20%) Junior Data Analyst
Libraries, Frameworks & Software Standards
1 29 (9.12%) CSS
1 29 (9.12%) HTML
2 17 (5.35%) XML
3 14 (4.40%) AngularJS
4 13 (4.09%) D3.js
4 13 (4.09%) HTML5
4 13 (4.09%) JSON
4 13 (4.09%) Node.js
5 11 (3.46%) REST
6 10 (3.14%) Kafka
7 9 (2.83%) React
8 8 (2.52%) React Native
8 8 (2.52%) Sass
8 8 (2.52%) Web Services
9 7 (2.20%) Elastic Stack
9 7 (2.20%) JMS
9 7 (2.20%) Middleware
9 7 (2.20%) RESTful
9 7 (2.20%) Spring
9 7 (2.20%) Spring Boot
Miscellaneous
1 83 (26.10%) Analytical Skills
2 30 (9.43%) User Experience
3 22 (6.92%) Algorithms
4 21 (6.60%) Data Structures
5 16 (5.03%) Management Information System
6 10 (3.14%) Client/Server
6 10 (3.14%) Mobile App
7 8 (2.52%) Renewable Energy
8 7 (2.20%) Enterprise Software
9 6 (1.89%) Self-Motivation
10 5 (1.57%) PlayStation
10 5 (1.57%) Xbox
11 4 (1.26%) Graphic Design
11 4 (1.26%) Life Science
11 4 (1.26%) Reference Data
12 3 (0.94%) Data Protection Act
12 3 (0.94%) FMCG
12 3 (0.94%) Greenfield Project
13 2 (0.63%) Data Centre
13 2 (0.63%) Robotics
Operating Systems
1 19 (5.97%) Linux
2 8 (2.52%) Android
2 8 (2.52%) Apple iOS
2 8 (2.52%) Windows
3 6 (1.89%) Unix
Processes & Methodologies
1 189 (59.43%) Data Visualisation
2 149 (46.86%) Business Intelligence
3 147 (46.23%) Analytics
4 90 (28.30%) Agile Software Development
5 67 (21.07%) Data Analysis
6 58 (18.24%) ETL
7 57 (17.92%) Computer Science
7 57 (17.92%) Data Modelling
7 57 (17.92%) Software Engineering
8 56 (17.61%) Problem-Solving
9 55 (17.30%) Mathematics
10 51 (16.04%) Data Analytics
10 51 (16.04%) Data Science
11 49 (15.41%) Machine Learning
12 36 (11.32%) SDLC
13 27 (8.49%) Data Integration
14 25 (7.86%) Scrum
15 24 (7.55%) Business Analysis
15 24 (7.55%) Statistics
16 22 (6.92%) Decision-Making
Programming Languages
1 129 (40.57%) SQL
2 91 (28.62%) Python
3 56 (17.61%) Java
4 50 (15.72%) R
5 43 (13.52%) JavaScript
6 30 (9.43%) C++
7 28 (8.81%) C#
8 26 (8.18%) Scala
9 21 (6.60%) T-SQL
10 19 (5.97%) C
11 13 (4.09%) MATLAB
12 10 (3.14%) Jython
13 9 (2.83%) ES6
13 9 (2.83%) VBA
14 7 (2.20%) PHP
15 6 (1.89%) Java 8
16 5 (1.57%) C++/CLI
16 5 (1.57%) F#
16 5 (1.57%) ML
16 5 (1.57%) PL/SQL
Qualifications
1 74 (23.27%) Degree
2 20 (6.29%) PhD
3 18 (5.66%) Computer Science Degree
4 10 (3.14%) Master's Degree
5 9 (2.83%) DBS Check
6 5 (1.57%) Security Cleared
7 3 (0.94%) SC Cleared
8 2 (0.63%) CTC Cleared
9 1 (0.31%) AWS Certification
9 1 (0.31%) DV Cleared
9 1 (0.31%) ISEB
9 1 (0.31%) ISTQB
9 1 (0.31%) MCSD
9 1 (0.31%) Microsoft Certification
9 1 (0.31%) Numerate Degree
Quality Assurance & Compliance
1 19 (5.97%) Data Quality
2 8 (2.52%) GDPR
3 5 (1.57%) QA
4 1 (0.31%) Actionable Recommendations
4 1 (0.31%) PMO
4 1 (0.31%) SLA
System Software
1 16 (5.03%) Docker
2 1 (0.31%) Virtual Machines
Systems Management
1 8 (2.52%) Kibana
2 5 (1.57%) Kubernetes
3 4 (1.26%) Ansible
4 3 (0.94%) Grafana
4 3 (0.94%) logstash
4 3 (0.94%) WMI
4 3 (0.94%) ZABBIX
5 2 (0.63%) SQL Sentry
6 1 (0.31%) Graphite
6 1 (0.31%) Icinga
6 1 (0.31%) Prometheus
6 1 (0.31%) Puppet
6 1 (0.31%) Terraform
Vendors
1 111 (34.91%) Tableau
2 56 (17.61%) Microsoft
3 35 (11.01%) SAP
4 28 (8.81%) Oracle
5 17 (5.35%) Salesforce.com
6 11 (3.46%) Informatica
7 10 (3.14%) Adobe
8 8 (2.52%) Google
9 7 (2.20%) Cognos
10 5 (1.57%) Alteryx
10 5 (1.57%) Cloudera
10 5 (1.57%) MapR
10 5 (1.57%) Remedy
11 4 (1.26%) Teradata
12 3 (0.94%) Talend
13 2 (0.63%) IDERA
13 2 (0.63%) Isilon
13 2 (0.63%) MicroStrategy
13 2 (0.63%) NetApp
13 2 (0.63%) RedGate