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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > South East
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 240 271 310
Rank change year-on-year +31 +39  
Permanent jobs citing Visualisation 164 177 170
As % of all permanent IT jobs advertised in the South East 1.12% 0.97% 0.80%
As % of the Processes & Methodologies category 1.30% 1.11% 0.92%
Number of salaries quoted 147 159 152
South East median annual salary £47,500 £45,000 £49,000
Median salary % change year-on-year +5.55% -8.16%  
10th Percentile £24,300 £32,500 £30,000
90th Percentile £84,000 £61,500 £67,125
England median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.54% +10.00%  

Visualisation is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12660 15882 18447
As % of all permanent IT job vacancies advertised in the South East 86.78% 86.66% 86.37%
Number of salaries quoted 41878 54651 59393
South East median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
10th Percentile £29,250 £29,000 £28,500
90th Percentile £70,250 £68,750 £70,000
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% -  

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 3 months to 29 June 2017.

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 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hampshire +50 43 £42,500 -15.00% 2
Berkshire +25 32 £55,000 +37.50%
Oxfordshire +10 28 £64,250 +60.62% 6
Surrey +13 19 £42,500 -11.45% 1
West Sussex +9 18 £27,500 -31.25% 1
Kent +13 8 £30,000 -29.41%
East Sussex +12 7 £85,000 +112.50% 2
Buckinghamshire -13 7 £47,500 +5.55% 3
Middlesex - 2 £87,500 -
Visualisation
England

For the 6 months to 29 June 2017, IT jobs citing 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 East region with a requirement for Visualisation.

1 224 (66.67%) Data Visualisation
2 141 (41.96%) SQL
3 123 (36.61%) Business Intelligence
4 113 (33.63%) Agile Software Development
5 89 (26.49%) Analytics
6 83 (24.70%) JavaScript
7 77 (22.92%) Big Data
8 75 (22.32%) SQL Server
9 69 (20.54%) Degree
10 66 (19.64%) Python
11 60 (17.86%) Tableau
12 59 (17.56%) QlikView
12 59 (17.56%) CSS
13 56 (16.67%) HTML
13 56 (16.67%) Analytical Skills
13 56 (16.67%) Power BI
14 48 (14.29%) Statistics
14 48 (14.29%) Machine Learning
15 46 (13.69%) Java
16 45 (13.39%) SQL Server Integration Services
16 45 (13.39%) Mathematics
17 44 (13.10%) C#
17 44 (13.10%) Data Warehouse
18 43 (12.80%) Microsoft
18 43 (12.80%) Software Engineering
18 43 (12.80%) R
19 42 (12.50%) SQL Server Reporting Services
19 42 (12.50%) Data Analysis
19 42 (12.50%) Data Modelling
20 41 (12.20%) D3.js

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 30 (8.93%) Apache Spark
2 18 (5.36%) SAS
3 12 (3.57%) Tomcat
4 11 (3.27%) Apache Solr
4 11 (3.27%) Elasticsearch
5 8 (2.38%) Apache
5 8 (2.38%) Jetty
5 8 (2.38%) nginx
6 4 (1.19%) ArcGIS
6 4 (1.19%) JBoss
7 3 (0.89%) Apache Pig
8 2 (0.60%) NServiceBus
8 2 (0.60%) WordPress
9 1 (0.30%) MS Exchange
9 1 (0.30%) SharePoint
Applications
1 19 (5.65%) Microsoft Excel
2 7 (2.08%) Photoshop
3 5 (1.49%) Microsoft Office
4 3 (0.89%) Microsoft PowerPoint
4 3 (0.89%) SPSS Modeler
5 2 (0.60%) 3ds Max
5 2 (0.60%) Adobe After Effects
6 1 (0.30%) Adobe Premiere
6 1 (0.30%) AutoCAD
6 1 (0.30%) CINEMA 4D
6 1 (0.30%) Maya
6 1 (0.30%) Spreadsheet
Business Applications
1 8 (2.38%) SAP CO
1 8 (2.38%) SAP FI
1 8 (2.38%) SAP FI/CO
1 8 (2.38%) SAP FSCM
1 8 (2.38%) SAP MM
1 8 (2.38%) SAP PS
1 8 (2.38%) SAP SD
2 2 (0.60%) Dynamics CRM
2 2 (0.60%) Eloqua
3 1 (0.30%) Cognos Business Intelligence
3 1 (0.30%) Cognos TM1
3 1 (0.30%) SAP Oil and Gas
Cloud Services
1 29 (8.63%) Microsoft Azure
2 23 (6.85%) Amazon AWS
3 7 (2.08%) Amazon EMR
4 6 (1.79%) Adobe Analytics
5 5 (1.49%) SaaS
6 4 (1.19%) Azure Data Factory
6 4 (1.19%) Google Cloud Platform
7 3 (0.89%) Cloud Computing
8 2 (0.60%) Adobe Creative Cloud
8 2 (0.60%) Google Analytics
8 2 (0.60%) Google App Engine
8 2 (0.60%) IaaS
8 2 (0.60%) PaaS
9 1 (0.30%) G Suite
9 1 (0.30%) GitHub
9 1 (0.30%) Office 365
9 1 (0.30%) Oracle Service Cloud
Communications & Networking
1 11 (3.27%) Internet
2 2 (0.60%) SMS
3 1 (0.30%) 802.11
3 1 (0.30%) BGP
3 1 (0.30%) DHCP
3 1 (0.30%) DNS
3 1 (0.30%) EIGRP
3 1 (0.30%) Firewall
3 1 (0.30%) HSRP
3 1 (0.30%) HTTP
3 1 (0.30%) IPsec
3 1 (0.30%) LAN
3 1 (0.30%) OSPF
3 1 (0.30%) PPP
3 1 (0.30%) TCP/IP
3 1 (0.30%) WLAN
Database & Business Intelligence
1 77 (22.92%) Big Data
2 75 (22.32%) SQL Server
3 59 (17.56%) QlikView
4 56 (16.67%) Power BI
5 45 (13.39%) SQL Server Integration Services
6 44 (13.10%) Data Warehouse
7 42 (12.50%) SQL Server Reporting Services
8 36 (10.71%) Hadoop
9 34 (10.12%) NoSQL
10 31 (9.23%) Data Mining
10 31 (9.23%) Relational Database
11 25 (7.44%) SQL Server Analysis Services
12 22 (6.55%) Spotfire
13 19 (5.65%) BusinessObjects
13 19 (5.65%) Qlik Sense
14 15 (4.46%) Apache Hive
14 15 (4.46%) MySQL
15 13 (3.87%) OLAP
15 13 (3.87%) PostgreSQL
16 11 (3.27%) OLTP
Development Applications
1 27 (8.04%) Git (software)
2 14 (4.17%) gulp
3 13 (3.87%) Subversion
4 12 (3.57%) Selenium
5 10 (2.98%) Grunt
6 8 (2.38%) Gradle
6 8 (2.38%) Visual Studio
7 6 (1.79%) Mocha
7 6 (1.79%) Talend Open Studio
7 6 (1.79%) webpack
8 5 (1.49%) CruiseControl
8 5 (1.49%) Jenkins
9 4 (1.19%) Atlassian Bamboo
9 4 (1.19%) GitLab
9 4 (1.19%) Karma Test Runner
9 4 (1.19%) Yeoman
10 2 (0.60%) Moq
10 2 (0.60%) NUnit
10 2 (0.60%) Team Foundation Server
11 1 (0.30%) JIRA
General
1 35 (10.42%) Finance
2 27 (8.04%) Marketing
3 14 (4.17%) Games
4 10 (2.98%) Retail
5 9 (2.68%) Local Government
5 9 (2.68%) Publishing
6 7 (2.08%) Legal
6 7 (2.08%) Manufacturing
6 7 (2.08%) Pharmaceutical
7 5 (1.49%) Advertising
8 4 (1.19%) Telecoms
9 2 (0.60%) Aerospace
9 2 (0.60%) Automotive
9 2 (0.60%) Back Office
9 2 (0.60%) Banking
9 2 (0.60%) Electronics
10 1 (0.30%) Billing
10 1 (0.30%) General Ledger
Job Titles
1 126 (37.50%) Developer
2 54 (16.07%) Analyst
3 43 (12.80%) Business Intelligence Developer
4 31 (9.23%) Data Scientist
5 23 (6.85%) JavaScript Developer
6 20 (5.95%) Data Analyst
7 19 (5.65%) Business Intelligence Analyst
7 19 (5.65%) Senior Analyst
8 18 (5.36%) Senior Developer
8 18 (5.36%) SQL Developer
8 18 (5.36%) Web Developer
9 16 (4.76%) SQL BI Developer
10 15 (4.46%) Architect
10 15 (4.46%) Power BI Developer
10 15 (4.46%) QlikView Developer
11 13 (3.87%) Consultant
11 13 (3.87%) Front End Developer (Client-Side Developer)
11 13 (3.87%) HTML CSS Developer
11 13 (3.87%) HTML Developer
11 13 (3.87%) Software Engineer
Libraries, Frameworks & Software Standards
1 59 (17.56%) CSS
2 56 (16.67%) HTML
3 41 (12.20%) D3.js
4 37 (11.01%) Web Services
5 35 (10.42%) AngularJS
6 33 (9.82%) jQuery
7 32 (9.52%) .NET
8 21 (6.25%) HTML5
9 20 (5.95%) Natural Language Processing
10 19 (5.65%) Node.js
11 16 (4.76%) Backbone.js
11 16 (4.76%) Leaflet
12 15 (4.46%) React
13 13 (3.87%) Ajax
13 13 (3.87%) Kafka
14 12 (3.57%) RESTful
15 11 (3.27%) Lucene
15 11 (3.27%) REST
16 10 (2.98%) CSS3
17 9 (2.68%) Dojo
Miscellaneous
1 56 (16.67%) Analytical Skills
2 38 (11.31%) User Experience
3 34 (10.12%) Algorithms
4 33 (9.82%) Computer Science
5 13 (3.87%) Management Information System
6 12 (3.57%) Data Structures
6 12 (3.57%) Mobile App
7 11 (3.27%) Life Science
8 10 (2.98%) Greenfield Project
9 8 (2.38%) Virtual Team
10 7 (2.08%) Linked Data
10 7 (2.08%) Social Media
11 5 (1.49%) NHS
11 5 (1.49%) Streaming Video
11 5 (1.49%) Video Conferencing
12 4 (1.19%) Smartphone
13 3 (0.89%) Animation
13 3 (0.89%) CUDA
13 3 (0.89%) LIMS
13 3 (0.89%) Semantic Web
Operating Systems
1 23 (6.85%) Linux
2 21 (6.25%) Windows
3 8 (2.38%) Android
4 5 (1.49%) SUSE
5 4 (1.19%) Apple iOS
5 4 (1.19%) Windows Phone
6 2 (0.60%) Windows Server
7 1 (0.30%) Unix
Processes & Methodologies
1 224 (66.67%) Data Visualisation
2 123 (36.61%) Business Intelligence
3 113 (33.63%) Agile Software Development
4 89 (26.49%) Analytics
5 48 (14.29%) Machine Learning
5 48 (14.29%) Statistics
6 45 (13.39%) Mathematics
7 43 (12.80%) Software Engineering
8 42 (12.50%) Data Analysis
8 42 (12.50%) Data Modelling
9 40 (11.90%) ETL
10 34 (10.12%) Data Analytics
10 34 (10.12%) Web Development
11 33 (9.82%) Project Management
12 31 (9.23%) Stakeholder Management
13 27 (8.04%) Data Management
14 26 (7.74%) TDD
15 25 (7.44%) Open Source
16 20 (5.95%) Test Automation
17 18 (5.36%) Predictive Modelling
Programming Languages
1 141 (41.96%) SQL
2 83 (24.70%) JavaScript
3 66 (19.64%) Python
4 46 (13.69%) Java
5 44 (13.10%) C#
6 43 (12.80%) R
7 35 (10.42%) T-SQL
8 31 (9.23%) C++
9 14 (4.17%) VBA
10 13 (3.87%) MATLAB
10 13 (3.87%) Scala
11 10 (2.98%) Ruby
12 8 (2.38%) Bash Shell
13 7 (2.08%) ABAP
13 7 (2.08%) ECMAScript
13 7 (2.08%) PHP
14 5 (1.49%) ES6
14 5 (1.49%) PL/SQL
14 5 (1.49%) VB
15 4 (1.19%) Data Analysis Expressions (DAX)
Qualifications
1 69 (20.54%) Degree
2 9 (2.68%) Microsoft Certification
3 8 (2.38%) Computer Science Degree
3 8 (2.38%) Master's Degree
4 7 (2.08%) PhD
5 5 (1.49%) CCNA
5 5 (1.49%) Cisco Certification
5 5 (1.49%) MCSA
5 5 (1.49%) SC Cleared
5 5 (1.49%) Security Cleared
6 4 (1.19%) DBS Check
6 4 (1.19%) Numerate Degree
6 4 (1.19%) Postgraduate
7 1 (0.30%) ISEB
7 1 (0.30%) ISEB Practitioner
7 1 (0.30%) PRINCE2 Certification
Quality Assurance & Compliance
1 18 (5.36%) Data Quality
2 9 (2.68%) QA
3 1 (0.30%) EFQM
3 1 (0.30%) IEC 62304
3 1 (0.30%) ISO 13485
System Software
1 7 (2.08%) Apache ZooKeeper
1 7 (2.08%) Docker
2 6 (1.79%) Active Directory
3 3 (0.89%) VMware Infrastructure
4 2 (0.60%) Oracle RAC
5 1 (0.30%) Firmware
5 1 (0.30%) Hyper-V
5 1 (0.30%) VMware ESXi
Systems Management
1 2 (0.60%) Data Guard
2 1 (0.30%) Backup Exec
2 1 (0.30%) vRealize
Vendors
1 60 (17.86%) Tableau
2 43 (12.80%) Microsoft
3 34 (10.12%) Oracle
4 18 (5.36%) Google
4 18 (5.36%) SAP
5 17 (5.06%) Cognos
6 12 (3.57%) Adobe
7 11 (3.27%) MicroStrategy
8 7 (2.08%) Informatica
8 7 (2.08%) TIBCO
9 6 (1.79%) Facebook
9 6 (1.79%) Perforce
9 6 (1.79%) Talend
10 5 (1.49%) Jaspersoft
10 5 (1.49%) Mapbox
10 5 (1.49%) Red Hat
11 4 (1.19%) DevExpress
12 3 (0.89%) IBM
12 3 (0.89%) VMware
13 2 (0.60%) Cisco
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