Period
to 21 August 2018

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 21 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 228 269 283
Rank change year-on-year +41 +14 +86
Permanent jobs citing Visualisation 403 306 387
As % of all permanent IT jobs advertised in the South East 1.36% 1.05% 1.05%
As % of the Processes & Methodologies category 1.52% 1.18% 1.18%
Number of salaries quoted 330 270 333
South East median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -8.16%
10th Percentile £32,750 £26,175 £32,500
90th Percentile £75,000 £76,000 £70,000
England median annual salary £51,000 £52,500 £55,000
% change year-on-year -2.86% -4.55% +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 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 26,533 25,941 32,870
As % of all permanent IT jobs advertised in the South East 89.53% 89.09% 89.08%
Number of salaries quoted 21,930 21,449 27,535
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £26,875 £27,000
90th Percentile £70,000 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 21 August 2018.

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 21 August 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 +76 262 £50,000 -4.76% 29
Oxfordshire +38 134 £50,000 +5.26% 16
Berkshire +38 100 £50,000 -9.09% 13
Hampshire -13 61 £45,000 +5.88% 5
Surrey +19 54 £55,000 +22.22% 9
Buckinghamshire +19 28 £55,000 +22.22%
West Sussex -8 13 £45,000 +83.67% 2
East Sussex -34 5 £50,000 -16.67%
Middlesex +10 1 - - 1
Kent +6 1 £65,000 +116.67% 2
Sussex - 1 £77,500 -
Visualisation
England

For the 6 months to 21 August 2018, 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.

1 172 (42.68%) SQL
1 172 (42.68%) Data Visualisation
2 166 (41.19%) Business Intelligence
3 163 (40.45%) Analytics
4 141 (34.99%) Agile Software Development
5 114 (28.29%) Python
6 103 (25.56%) Tableau
7 100 (24.81%) Degree
7 100 (24.81%) Power BI
8 95 (23.57%) SQL Server
9 93 (23.08%) Data Analysis
10 92 (22.83%) JavaScript
11 82 (20.35%) Java
12 78 (19.35%) TDD
13 76 (18.86%) Machine Learning
14 71 (17.62%) SQL Server Reporting Services
14 71 (17.62%) Data Warehouse
14 71 (17.62%) Microsoft
15 70 (17.37%) Analytical Skills
16 69 (17.12%) SQL Server Integration Services
17 63 (15.63%) Big Data
17 63 (15.63%) Data Science
18 62 (15.38%) Software Engineering
19 58 (14.39%) Computer Science
20 57 (14.14%) SQL Server Analysis Services
21 53 (13.15%) ETL
22 52 (12.90%) HTML
23 51 (12.66%) Finance
24 50 (12.41%) Scrum
24 50 (12.41%) Problem-Solving

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 38 (9.43%) Elasticsearch
2 27 (6.70%) Apache Spark
3 20 (4.96%) Apache Solr
4 11 (2.73%) SAS
5 9 (2.23%) SharePoint
6 4 (0.99%) Apache
6 4 (0.99%) CMS
6 4 (0.99%) EPiServer
7 3 (0.74%) Apache Pig
8 2 (0.50%) Tomcat
9 1 (0.25%) Confluence
9 1 (0.25%) IIS
9 1 (0.25%) Jupyter
9 1 (0.25%) Umbraco
9 1 (0.25%) WordPress
Applications
1 29 (7.20%) Microsoft Excel
2 6 (1.49%) Microsoft Office
3 4 (0.99%) Mathematica
4 3 (0.74%) Microsoft PowerPoint
4 3 (0.74%) Stata
5 2 (0.50%) Adobe Creative Suite
5 2 (0.50%) SPSS
6 1 (0.25%) Adobe Illustrator
6 1 (0.25%) Fireworks
6 1 (0.25%) InfoPath
6 1 (0.25%) Microsoft Project
6 1 (0.25%) MS Visio
6 1 (0.25%) Photoshop
6 1 (0.25%) S-PLUS
Business Applications
1 10 (2.48%) SAP Oil and Gas
2 8 (1.99%) Salesforce.com CRM
3 7 (1.74%) SAP S/4HANA
4 1 (0.25%) Adobe Campaign
4 1 (0.25%) Dynamics AX
4 1 (0.25%) Dynamics CRM
4 1 (0.25%) Eloqua
4 1 (0.25%) Maximo
4 1 (0.25%) Unica
Cloud Services
1 41 (10.17%) Amazon AWS
2 29 (7.20%) Microsoft Azure
3 11 (2.73%) AWS Lambda
3 11 (2.73%) Serverless
4 7 (1.74%) Office 365
5 5 (1.24%) Amazon EC2
5 5 (1.24%) Amazon EMR
5 5 (1.24%) Amazon S3
5 5 (1.24%) Google Analytics
6 4 (0.99%) Azure Data Factory
7 3 (0.74%) Adobe Analytics
7 3 (0.74%) Google Cloud Platform
7 3 (0.74%) SaaS
8 2 (0.50%) Google Tag Manager
8 2 (0.50%) PaaS
9 1 (0.25%) Azure Machine Learning
9 1 (0.25%) Cloud Computing
9 1 (0.25%) GitHub
9 1 (0.25%) Silverpop
Communications & Networking
1 4 (0.99%) SMS
2 2 (0.50%) Internet
3 1 (0.25%) CTI
3 1 (0.25%) iBeacon
3 1 (0.25%) Intranet
3 1 (0.25%) TCP/IP
3 1 (0.25%) Wireless
Database & Business Intelligence
1 100 (24.81%) Power BI
2 95 (23.57%) SQL Server
3 71 (17.62%) Data Warehouse
3 71 (17.62%) SQL Server Reporting Services
4 69 (17.12%) SQL Server Integration Services
5 63 (15.63%) Big Data
6 57 (14.14%) SQL Server Analysis Services
7 36 (8.93%) QlikView
8 34 (8.44%) Hadoop
9 30 (7.44%) BusinessObjects
10 29 (7.20%) Apache Hive
11 24 (5.96%) Crystal Reports
12 21 (5.21%) Relational Database
13 19 (4.71%) Lumira
13 19 (4.71%) SAP HANA
14 18 (4.47%) HBase
15 16 (3.97%) OLAP
15 16 (3.97%) SAP BW
16 15 (3.72%) BusinessObjects Web Intelligence
16 15 (3.72%) Data Mining
Development Applications
1 43 (10.67%) Git (software)
2 37 (9.18%) webpack
3 33 (8.19%) gulp
4 32 (7.94%) Grunt
5 13 (3.23%) SQL Server Management Studio (SSMS)
6 12 (2.98%) Visual Studio
7 8 (1.99%) Selenium
8 7 (1.74%) Team Foundation Server
9 6 (1.49%) Eclipse
10 5 (1.24%) Jenkins
11 4 (0.99%) ERwin
11 4 (0.99%) JIRA
12 3 (0.74%) Jasmine
12 3 (0.74%) Mocha
13 2 (0.50%) JUnit
13 2 (0.50%) Maven
14 1 (0.25%) Mockito
14 1 (0.25%) SpecFlow
14 1 (0.25%) Subversion
14 1 (0.25%) WebDriver
General
1 51 (12.66%) Finance
2 25 (6.20%) Games
3 23 (5.71%) Advertising
4 18 (4.47%) Manufacturing
4 18 (4.47%) Marketing
5 11 (2.73%) Automotive
6 8 (1.99%) Electronics
7 6 (1.49%) Retail
8 5 (1.24%) Aerospace
9 4 (0.99%) Military
9 4 (0.99%) Publishing
10 3 (0.74%) Back Office
10 3 (0.74%) Pharmaceutical
11 2 (0.50%) Avionics
11 2 (0.50%) Telecoms
12 1 (0.25%) Banking
12 1 (0.25%) Front Office
Job Titles
1 156 (38.71%) Developer
2 65 (16.13%) Analyst
3 39 (9.68%) JavaScript Developer
4 38 (9.43%) Data Analyst
5 35 (8.68%) Lead Developer
6 34 (8.44%) React Developer
7 33 (8.19%) Business Intelligence Developer
8 32 (7.94%) HTML CSS Developer
8 32 (7.94%) HTML Developer
9 31 (7.69%) Business Intelligence Analyst
9 31 (7.69%) Front End Developer (Client-Side Developer)
9 31 (7.69%) Software Engineer
10 30 (7.44%) SQL Developer
11 28 (6.95%) Node.js Developer
12 26 (6.45%) Data Scientist
13 20 (4.96%) Graduate
13 20 (4.96%) Senior Analyst
14 19 (4.71%) Senior Software Engineer
15 18 (4.47%) Data Engineer
15 18 (4.47%) SSIS Developer
Libraries, Frameworks & Software Standards
1 52 (12.90%) HTML
2 46 (11.41%) CSS
3 42 (10.42%) Web Services
4 41 (10.17%) React
5 39 (9.68%) AngularJS
6 36 (8.93%) Node.js
6 36 (8.93%) OpenGL
6 36 (8.93%) WebGL
7 33 (8.19%) jQuery
8 25 (6.20%) Natural Language Processing
9 21 (5.21%) D3.js
10 20 (4.96%) Lucene
10 20 (4.96%) RESTful
11 15 (3.72%) Pandas
11 15 (3.72%) Unity (Game Engine)
12 14 (3.47%) HTML5
12 14 (3.47%) Unity DI Container
13 12 (2.98%) NumPy
13 12 (2.98%) SAP Fiori
13 12 (2.98%) SAPUI5
Miscellaneous
1 70 (17.37%) Analytical Skills
2 58 (14.39%) Computer Science
3 36 (8.93%) Algorithms
4 16 (3.97%) Self-Motivation
5 11 (2.73%) Life Science
6 10 (2.48%) Management Information System
6 10 (2.48%) User Experience
7 8 (1.99%) CUDA
7 8 (1.99%) Fintech
7 8 (1.99%) Video\Live Streaming
8 7 (1.74%) Greenfield Project
9 5 (1.24%) Data Structures
10 4 (0.99%) Mobile App
10 4 (0.99%) Smart City
11 3 (0.74%) Driving Licence
11 3 (0.74%) Graphic Design
12 2 (0.50%) Acoustics
12 2 (0.50%) Animation
12 2 (0.50%) Data Centre
12 2 (0.50%) Semantic Web
Operating Systems
1 49 (12.16%) Linux
2 36 (8.93%) Windows
3 7 (1.74%) Apple iOS
4 5 (1.24%) Unix
5 2 (0.50%) Android
6 1 (0.25%) Debian
6 1 (0.25%) Mac OS X
6 1 (0.25%) Ubuntu
Processes & Methodologies
1 172 (42.68%) Data Visualisation
2 166 (41.19%) Business Intelligence
3 163 (40.45%) Analytics
4 141 (34.99%) Agile Software Development
5 93 (23.08%) Data Analysis
6 78 (19.35%) TDD
7 76 (18.86%) Machine Learning
8 63 (15.63%) Data Science
9 62 (15.38%) Software Engineering
10 53 (13.15%) ETL
11 50 (12.41%) Problem-Solving
11 50 (12.41%) Scrum
12 45 (11.17%) Data Analytics
13 38 (9.43%) Mathematics
14 37 (9.18%) Data Management
15 35 (8.68%) Data Modelling
16 33 (8.19%) Front End Development
17 31 (7.69%) Mentoring
18 28 (6.95%) Continuous Integration
18 28 (6.95%) SDLC
Programming Languages
1 172 (42.68%) SQL
2 114 (28.29%) Python
3 92 (22.83%) JavaScript
4 82 (20.35%) Java
5 44 (10.92%) T-SQL
6 42 (10.42%) C++
7 41 (10.17%) R
8 28 (6.95%) GLSL
9 24 (5.96%) C
10 18 (4.47%) MATLAB
11 15 (3.72%) C#
12 12 (2.98%) Data Analysis Expressions (DAX)
13 9 (2.23%) Scala
14 8 (1.99%) PL/SQL
15 6 (1.49%) PHP
15 6 (1.49%) VBA
16 4 (0.99%) Ruby
17 3 (0.74%) Delphi
17 3 (0.74%) ES6
17 3 (0.74%) VB
Qualifications
1 100 (24.81%) Degree
2 25 (6.20%) Security Cleared
3 19 (4.71%) DV Cleared
4 15 (3.72%) PhD
5 11 (2.73%) Numerate Degree
6 10 (2.48%) Master's Degree
7 9 (2.23%) Computer Science Degree
8 5 (1.24%) Microsoft Certification
8 5 (1.24%) SC Cleared
9 4 (0.99%) MCSE
10 2 (0.50%) ISEB
10 2 (0.50%) ISEB Practitioner
11 1 (0.25%) APMP
11 1 (0.25%) MBA
Quality Assurance & Compliance
1 27 (6.70%) Data Quality
2 8 (1.99%) QA
3 3 (0.74%) EFQM
4 1 (0.25%) GDPR
4 1 (0.25%) ISO 9001
4 1 (0.25%) PMBOK
4 1 (0.25%) SLA
System Software
1 17 (4.22%) HDFS
1 17 (4.22%) Virtual Machines
2 14 (3.47%) Apache Flume
3 2 (0.50%) Apache ZooKeeper
4 1 (0.25%) Docker
4 1 (0.25%) VMware Infrastructure
Systems Management
1 18 (4.47%) Kibana
1 18 (4.47%) Puppet
2 5 (1.24%) Hadoop YARN
3 4 (0.99%) Systems Management Server (SMS)
4 2 (0.50%) Ambari
5 1 (0.25%) Ansible
5 1 (0.25%) Opscode Chef
5 1 (0.25%) Proxmox
Vendors
1 103 (25.56%) Tableau
2 71 (17.62%) Microsoft
3 29 (7.20%) SAP
4 20 (4.96%) Oracle
5 17 (4.22%) Atlassian
6 13 (3.23%) Google
7 12 (2.98%) Alteryx
7 12 (2.98%) Cognos
7 12 (2.98%) Sun
8 8 (1.99%) Salesforce.com
9 7 (1.74%) Adobe
9 7 (1.74%) MicroStrategy
9 7 (1.74%) Talend
10 6 (1.49%) Capita
11 5 (1.24%) IFS
12 3 (0.74%) Actuate
12 3 (0.74%) Cloudera
13 2 (0.50%) HubSpot
14 1 (0.25%) Nintex
14 1 (0.25%) Salesforce Marketing Cloud