Period
to 12 November 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 209 298 309
Rank change year-on-year +89 +11 +76
Permanent jobs citing Visualisation 429 280 328
As % of all permanent IT jobs advertised in the South East 1.50% 0.93% 0.93%
As % of the Processes & Methodologies category 1.66% 1.04% 1.04%
Number of salaries quoted 292 245 288
South East median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £32,500 £26,395 £31,250
90th Percentile £72,500 £70,250 £71,625
England median annual salary £52,500 £50,964 £55,000
% change year-on-year +3.01% -7.34% +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 25,775 26,978 31,410
As % of all permanent IT jobs advertised in the South East 90.23% 89.58% 89.27%
Number of salaries quoted 21,288 22,296 26,100
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,000 £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%

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 12 November 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 12 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 +94 275 £51,750 +3.50% 27
Berkshire +84 157 £50,000 -9.09% 13
Oxfordshire +45 102 £55,000 +15.79% 12
Hampshire +23 67 £50,000 +14.29% 6
Surrey +41 52 £47,500 +11.76% 15
Buckinghamshire +20 16 £52,500 +16.67% 2
West Sussex -21 12 £47,500 +93.88% 3
Kent +18 7 £37,500 -16.67% 6
Middlesex - 5 - -
Sussex - 4 £77,500 -
East Sussex -11 2 £55,000 +33.33% 3
Visualisation
England

For the 6 months to 12 November 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.

1 259 (60.37%) Data Visualisation
2 233 (54.31%) Business Intelligence
3 221 (51.52%) Analytics
4 218 (50.82%) SQL
5 198 (46.15%) Tableau
6 166 (38.69%) Power BI
7 140 (32.63%) Python
8 132 (30.77%) Degree
8 132 (30.77%) Data Science
9 123 (28.67%) Agile Software Development
9 123 (28.67%) Finance
10 94 (21.91%) R
11 89 (20.75%) Big Data
11 89 (20.75%) SQL Server
12 87 (20.28%) Data Analysis
13 85 (19.81%) Artificial Intelligence
14 83 (19.35%) Mathematics
15 82 (19.11%) Java
16 81 (18.88%) Data Warehouse
16 81 (18.88%) Algorithms
17 80 (18.65%) Hadoop
17 80 (18.65%) Machine Learning
18 76 (17.72%) Decision-Making
19 75 (17.48%) Retail
20 73 (17.02%) Apache Hive
21 72 (16.78%) SQL Server Reporting Services
21 72 (16.78%) Analytical Skills
21 72 (16.78%) Data Engineering
22 70 (16.32%) Data Modelling
23 69 (16.08%) JavaScript

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 61 (14.22%) Apache Spark
2 45 (10.49%) SAS
3 41 (9.56%) Apache
4 17 (3.96%) Elasticsearch
5 6 (1.40%) SharePoint
6 5 (1.17%) IIS
7 4 (0.93%) CMS
7 4 (0.93%) Confluence
8 3 (0.70%) Apache Pig
8 3 (0.70%) Apache Solr
8 3 (0.70%) EPiServer
9 2 (0.47%) Tomcat
10 1 (0.23%) Jupyter
10 1 (0.23%) Liferay
Applications
1 29 (6.76%) Microsoft Excel
2 13 (3.03%) Microsoft Office
3 4 (0.93%) Microsoft Project
3 4 (0.93%) MS Visio
4 3 (0.70%) Adobe After Effects
4 3 (0.70%) Adobe Illustrator
4 3 (0.70%) Mathematica
5 1 (0.23%) InfoPath
5 1 (0.23%) Microsoft PowerPoint
5 1 (0.23%) SPSS
Business Applications
1 6 (1.40%) SAP Oil and Gas
2 4 (0.93%) SAP S/4HANA
3 3 (0.70%) Salesforce.com CRM
4 1 (0.23%) Adobe Campaign
4 1 (0.23%) Dynamics AX
4 1 (0.23%) Dynamics CRM
4 1 (0.23%) Eloqua
4 1 (0.23%) Maximo
4 1 (0.23%) Unica
Cloud Services
1 47 (10.96%) Microsoft Azure
2 34 (7.93%) Amazon AWS
3 25 (5.83%) Google Analytics
4 7 (1.63%) Azure Data Factory
4 7 (1.63%) Office 365
5 6 (1.40%) Amazon EC2
5 6 (1.40%) Amazon EMR
5 6 (1.40%) Amazon S3
6 5 (1.17%) IaaS
6 5 (1.17%) PaaS
7 4 (0.93%) AWS Lambda
7 4 (0.93%) Serverless
8 3 (0.70%) Cloud Computing
9 2 (0.47%) Adobe Analytics
10 1 (0.23%) Azure Machine Learning
10 1 (0.23%) GitHub
10 1 (0.23%) Silverpop
Communications & Networking
1 5 (1.17%) iBeacon
1 5 (1.17%) Wireless
2 2 (0.47%) PSTN
2 2 (0.47%) SMS
2 2 (0.47%) Wi-Fi
3 1 (0.23%) CTI
3 1 (0.23%) Internet
3 1 (0.23%) TCP/IP
Database & Business Intelligence
1 166 (38.69%) Power BI
2 89 (20.75%) Big Data
2 89 (20.75%) SQL Server
3 81 (18.88%) Data Warehouse
4 80 (18.65%) Hadoop
5 73 (17.02%) Apache Hive
6 72 (16.78%) SQL Server Reporting Services
7 68 (15.85%) SQL Server Integration Services
8 49 (11.42%) SQL Server Analysis Services
9 42 (9.79%) SAP HANA
10 38 (8.86%) QlikView
11 34 (7.93%) Spotfire
12 31 (7.23%) Text Mining
13 27 (6.29%) Relational Database
14 26 (6.06%) Data Mining
15 24 (5.59%) BusinessObjects
16 18 (4.20%) Crystal Reports
17 17 (3.96%) Lumira
18 15 (3.50%) MySQL
19 14 (3.26%) SAP BW
Development Applications
1 55 (12.82%) Git (software)
2 21 (4.90%) webpack
3 19 (4.43%) gulp
4 18 (4.20%) Grunt
5 13 (3.03%) Visual Studio
6 11 (2.56%) SQL Server Management Studio (SSMS)
7 10 (2.33%) Team Foundation Server
8 8 (1.86%) JIRA
9 7 (1.63%) Jenkins
10 6 (1.40%) ERwin
11 5 (1.17%) Jasmine
11 5 (1.17%) Selenium
12 4 (0.93%) Mocha
12 4 (0.93%) Subversion
12 4 (0.93%) VersionOne
13 2 (0.47%) JUnit
13 2 (0.47%) Karma Test Runner
13 2 (0.47%) Maven
13 2 (0.47%) Rational DOORS
14 1 (0.23%) SpecFlow
General
1 123 (28.67%) Finance
2 75 (17.48%) Retail
3 64 (14.92%) Telecoms
4 14 (3.26%) Games
4 14 (3.26%) Manufacturing
4 14 (3.26%) Marketing
5 13 (3.03%) Advertising
6 6 (1.40%) Publishing
7 5 (1.17%) Aerospace
7 5 (1.17%) Automotive
7 5 (1.17%) Military
8 4 (0.93%) Banking
9 3 (0.70%) Back Office
9 3 (0.70%) Electronics
9 3 (0.70%) Pharmaceutical
10 2 (0.47%) Avionics
11 1 (0.23%) Front Office
Job Titles
1 125 (29.14%) Developer
2 65 (15.15%) Data Scientist
3 61 (14.22%) Analyst
4 39 (9.09%) Business Intelligence Developer
5 30 (6.99%) JavaScript Developer
6 29 (6.76%) Data Analyst
7 28 (6.53%) Business Intelligence Analyst
8 26 (6.06%) Architect
9 25 (5.83%) Front End Developer (Client-Side Developer)
10 24 (5.59%) HTML Developer
10 24 (5.59%) SQL Developer
11 23 (5.36%) React Developer
11 23 (5.36%) Senior Data Scientist
11 23 (5.36%) Software Engineer
12 22 (5.13%) HTML CSS Developer
13 18 (4.20%) Node.js Developer
14 17 (3.96%) SSIS Developer
15 16 (3.73%) Data Architect
15 16 (3.73%) Software Developer
16 15 (3.50%) Lead Developer
Libraries, Frameworks & Software Standards
1 43 (10.02%) CSS
2 41 (9.56%) D3.js
3 37 (8.62%) HTML
4 36 (8.39%) Kafka
5 31 (7.23%) ggplot
6 30 (6.99%) AngularJS
7 27 (6.29%) React
8 23 (5.36%) jQuery
8 23 (5.36%) Node.js
9 20 (4.66%) OpenGL
9 20 (4.66%) WebGL
10 19 (4.43%) Web Services
11 12 (2.80%) HTML5
12 11 (2.56%) Sass
13 9 (2.10%) Unity (Game Engine)
13 9 (2.10%) Unity DI Container
14 8 (1.86%) CSS3
14 8 (1.86%) Natural Language Processing
14 8 (1.86%) SAP Fiori
14 8 (1.86%) SAPUI5
Miscellaneous
1 81 (18.88%) Algorithms
2 72 (16.78%) Analytical Skills
3 47 (10.96%) Computer Science
4 30 (6.99%) Social Network
5 13 (3.03%) Life Science
5 13 (3.03%) Management Information System
6 12 (2.80%) Self-Motivation
7 10 (2.33%) Greenfield Project
7 10 (2.33%) User Experience
8 9 (2.10%) Data Structures
9 7 (1.63%) Fintech
9 7 (1.63%) Mobile App
10 4 (0.93%) Clustering
10 4 (0.93%) PMI
10 4 (0.93%) Replication
11 3 (0.70%) Graphic Design
11 3 (0.70%) Smart City
12 2 (0.47%) Data Centre
12 2 (0.47%) Driving Licence
12 2 (0.47%) Pricing Data
Operating Systems
1 46 (10.72%) Linux
2 26 (6.06%) Windows
3 11 (2.56%) Apple iOS
3 11 (2.56%) Unix
4 6 (1.40%) Android
5 4 (0.93%) Red Hat Enterprise Linux
5 4 (0.93%) Windows Server
6 1 (0.23%) Debian
6 1 (0.23%) Ubuntu
Processes & Methodologies
1 259 (60.37%) Data Visualisation
2 233 (54.31%) Business Intelligence
3 221 (51.52%) Analytics
4 132 (30.77%) Data Science
5 123 (28.67%) Agile Software Development
6 87 (20.28%) Data Analysis
7 85 (19.81%) Artificial Intelligence
8 83 (19.35%) Mathematics
9 80 (18.65%) Machine Learning
10 76 (17.72%) Decision-Making
11 72 (16.78%) Data Engineering
12 70 (16.32%) Data Modelling
13 68 (15.85%) Problem-Solving
14 65 (15.15%) Statistics
15 64 (14.92%) Data-Driven Decision Making
16 56 (13.05%) ETL
17 54 (12.59%) Scrum
17 54 (12.59%) Stakeholder Management
18 52 (12.12%) Data Management
19 46 (10.72%) TDD
Programming Languages
1 218 (50.82%) SQL
2 140 (32.63%) Python
3 94 (21.91%) R
4 82 (19.11%) Java
5 69 (16.08%) JavaScript
6 54 (12.59%) C++
7 38 (8.86%) T-SQL
8 23 (5.36%) Delphi
9 18 (4.20%) C
9 18 (4.20%) GLSL
10 17 (3.96%) C#
11 13 (3.03%) Scala
12 6 (1.40%) VBA
13 5 (1.17%) ES6
13 5 (1.17%) MATLAB
13 5 (1.17%) Ruby
14 4 (0.93%) Data Analysis Expressions (DAX)
14 4 (0.93%) PL/SQL
15 3 (0.70%) PHP
15 3 (0.70%) VB
Qualifications
1 132 (30.77%) Degree
2 20 (4.66%) Master's Degree
3 18 (4.20%) Security Cleared
4 14 (3.26%) DV Cleared
5 8 (1.86%) Computer Science Degree
5 8 (1.86%) PhD
6 4 (0.93%) SC Cleared
7 3 (0.70%) ISEB
8 2 (0.47%) ISEB Practitioner
9 1 (0.23%) MBA
9 1 (0.23%) Numerate Degree
9 1 (0.23%) SAS Certification
Quality Assurance & Compliance
1 21 (4.90%) Data Quality
2 7 (1.63%) QA
3 5 (1.17%) GDPR
4 4 (0.93%) PMBOK
5 1 (0.23%) ISO 9001
5 1 (0.23%) SLA
System Software
1 12 (2.80%) HDFS
1 12 (2.80%) Virtual Machines
2 11 (2.56%) Apache Flume
3 7 (1.63%) Docker
4 2 (0.47%) Apache ZooKeeper
5 1 (0.23%) VMware Infrastructure
Systems Management
1 33 (7.69%) Hadoop YARN
2 16 (3.73%) Puppet
3 13 (3.03%) Kibana
4 4 (0.93%) Ansible
4 4 (0.93%) Microsoft Clustering
4 4 (0.93%) Opscode Chef
5 2 (0.47%) Ambari
6 1 (0.23%) Proxmox
6 1 (0.23%) Systems Management Server (SMS)
Vendors
1 198 (46.15%) Tableau
2 57 (13.29%) Microsoft
3 51 (11.89%) SAP
4 30 (6.99%) Google
5 16 (3.73%) Oracle
6 12 (2.80%) Atlassian
6 12 (2.80%) Sun
7 10 (2.33%) Cognos
8 6 (1.40%) Alteryx
8 6 (1.40%) Hortonworks
9 4 (0.93%) Adobe
9 4 (0.93%) CA Agile Central
9 4 (0.93%) HP
9 4 (0.93%) Red Hat
9 4 (0.93%) ServiceNow
10 3 (0.70%) Logi
10 3 (0.70%) MicroStrategy
10 3 (0.70%) RapidMiner
10 3 (0.70%) Salesforce.com
10 3 (0.70%) Talend