Period
to 18 January 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 18 January 2019 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 222 285 308
Rank change year-on-year +63 +23 +68
Permanent jobs citing Visualisation 384 304 302
As % of all permanent IT jobs advertised in the South East 1.43% 0.98% 0.95%
As % of the Processes & Methodologies category 1.57% 1.09% 1.06%
Number of salaries quoted 228 261 257
South East median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +5.26%
10th Percentile £32,000 £27,500 £31,250
90th Percentile £77,500 £67,500 £74,250
England median annual salary £54,000 £52,500 £52,500
% change year-on-year +2.86% - -

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 24,403 27,847 28,554
As % of all permanent IT jobs advertised in the South East 91.18% 89.90% 89.40%
Number of salaries quoted 19,962 22,951 23,481
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,500 £27,000
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 18 January 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 18 January 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 +72 228 £57,500 +27.78% 29
Berkshire +74 139 £52,500 +5.00% 9
Oxfordshire +40 72 £65,000 +36.84% 19
Surrey +46 63 £50,000 - 8
Hampshire +11 57 £50,000 -13.79% 10
Kent +31 17 £37,500 -28.57%
Buckinghamshire 0 17 £49,000 +30.67% 1
East Sussex +3 6 £37,000 -17.78% 1
Middlesex - 5 - -
West Sussex -28 4 £65,000 +52.94% 2
Sussex - 4 £77,500 -
Visualisation
England

For the 6 months to 18 January 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.

1 274 (71.35%) Data Visualisation
2 255 (66.41%) Analytics
3 246 (64.06%) Business Intelligence
4 220 (57.29%) SQL
5 215 (55.99%) Tableau
6 180 (46.88%) Power BI
7 164 (42.71%) Data Science
8 151 (39.32%) Degree
9 144 (37.50%) Python
10 136 (35.42%) Finance
11 126 (32.81%) R
12 107 (27.86%) Artificial Intelligence
12 107 (27.86%) Decision-Making
13 106 (27.60%) Mathematics
14 102 (26.56%) Retail
15 100 (26.04%) Agile Software Development
16 96 (25.00%) Algorithms
17 95 (24.74%) Machine Learning
18 92 (23.96%) Big Data
19 90 (23.44%) Statistics
20 88 (22.92%) Telecoms
21 87 (22.66%) Data Engineering
22 86 (22.40%) Data-Driven Decision Making
23 83 (21.61%) Hadoop
23 83 (21.61%) Data Modelling
24 81 (21.09%) Java
25 78 (20.31%) SAS
26 77 (20.05%) Apache Hive
27 76 (19.79%) Data Warehouse
28 65 (16.93%) SQL Server

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 78 (20.31%) SAS
2 65 (16.93%) Apache Spark
3 50 (13.02%) Apache
4 14 (3.65%) Confluence
5 9 (2.34%) Elasticsearch
6 5 (1.30%) IIS
7 3 (0.78%) SharePoint
8 1 (0.26%) Liferay
8 1 (0.26%) MS Exchange
Applications
1 33 (8.59%) Microsoft Excel
2 12 (3.13%) Microsoft Office
3 8 (2.08%) Adobe After Effects
3 8 (2.08%) Adobe Illustrator
4 5 (1.30%) Microsoft PowerPoint
5 4 (1.04%) Microsoft Project
5 4 (1.04%) MS Visio
6 3 (0.78%) Stata
7 1 (0.26%) InfoPath
Business Applications
1 1 (0.26%) Adobe Campaign
1 1 (0.26%) Eloqua
1 1 (0.26%) Maximo
1 1 (0.26%) SAP CRM
1 1 (0.26%) Unica
1 1 (0.26%) WebTrends
Cloud Services
1 52 (13.54%) Microsoft Azure
2 27 (7.03%) Google Analytics
3 21 (5.47%) Amazon AWS
4 10 (2.60%) Amazon S3
5 9 (2.34%) Amazon EC2
5 9 (2.34%) Azure Data Factory
6 5 (1.30%) Amazon EMR
6 5 (1.30%) IaaS
6 5 (1.30%) Office 365
7 4 (1.04%) PaaS
8 3 (0.78%) Adobe Analytics
9 2 (0.52%) Cloud Computing
10 1 (0.26%) Silverpop
10 1 (0.26%) Veeva
Communications & Networking
1 6 (1.56%) PPP
2 5 (1.30%) iBeacon
2 5 (1.30%) Wireless
3 2 (0.52%) PSTN
3 2 (0.52%) Wi-Fi
4 1 (0.26%) CTI
4 1 (0.26%) Internet
Database & Business Intelligence
1 180 (46.88%) Power BI
2 92 (23.96%) Big Data
3 83 (21.61%) Hadoop
4 77 (20.05%) Apache Hive
5 76 (19.79%) Data Warehouse
6 65 (16.93%) SQL Server
7 50 (13.02%) SQL Server Integration Services
8 43 (11.20%) SQL Server Reporting Services
9 42 (10.94%) SAP HANA
9 42 (10.94%) Text Mining
10 39 (10.16%) QlikView
11 36 (9.38%) Data Mining
12 32 (8.33%) Spotfire
13 26 (6.77%) SQL Server Analysis Services
14 25 (6.51%) Relational Database
15 14 (3.65%) Data Lake
15 14 (3.65%) NoSQL
16 12 (3.13%) BusinessObjects
17 11 (2.86%) MySQL
18 7 (1.82%) PostgreSQL
Development Applications
1 51 (13.28%) Git (software)
2 16 (4.17%) JIRA
3 9 (2.34%) Jenkins
3 9 (2.34%) Visual Studio
4 7 (1.82%) SQL Server Management Studio (SSMS)
4 7 (1.82%) webpack
5 6 (1.56%) Grunt
5 6 (1.56%) gulp
5 6 (1.56%) Team Foundation Server
6 5 (1.30%) Cucumber
6 5 (1.30%) Selenium
6 5 (1.30%) Subversion
7 4 (1.04%) JUnit
7 4 (1.04%) Spinnaker
7 4 (1.04%) Toad
7 4 (1.04%) VersionOne
8 3 (0.78%) ERwin
9 2 (0.52%) Jasmine
9 2 (0.52%) Karma Test Runner
9 2 (0.52%) Rational DOORS
General
1 136 (35.42%) Finance
2 102 (26.56%) Retail
3 88 (22.92%) Telecoms
4 19 (4.95%) Marketing
5 10 (2.60%) Manufacturing
6 7 (1.82%) Publishing
7 6 (1.56%) Pharmaceutical
8 5 (1.30%) Banking
8 5 (1.30%) Games
9 4 (1.04%) Advertising
9 4 (1.04%) Military
10 3 (0.78%) Electronics
11 1 (0.26%) Aerospace
11 1 (0.26%) Automotive
11 1 (0.26%) Avionics
11 1 (0.26%) Back Office
11 1 (0.26%) Legal
Job Titles
1 84 (21.88%) Data Scientist
2 83 (21.61%) Developer
3 45 (11.72%) Analyst
4 30 (7.81%) Architect
4 30 (7.81%) Senior Data Scientist
5 25 (6.51%) Business Intelligence Developer
6 23 (5.99%) Data Analyst
7 22 (5.73%) Data Architect
8 19 (4.95%) Software Developer
9 16 (4.17%) Analytics Manager
10 15 (3.91%) Business Intelligence Analyst
10 15 (3.91%) Data Engineer
11 12 (3.13%) Delivery Manager
11 12 (3.13%) Report Developer
11 12 (3.13%) Software Engineer
12 11 (2.86%) Front End Developer (Client-Side Developer)
12 11 (2.86%) JavaScript Developer
12 11 (2.86%) Senior Developer
12 11 (2.86%) SQL Developer
13 10 (2.60%) Junior
Libraries, Frameworks & Software Standards
1 47 (12.24%) D3.js
1 47 (12.24%) Kafka
2 41 (10.68%) ggplot
3 37 (9.64%) CSS
4 31 (8.07%) HTML
5 14 (3.65%) AngularJS
5 14 (3.65%) REST
6 12 (3.13%) HTML5
7 9 (2.34%) Web Services
8 8 (2.08%) Apache Tez
8 8 (2.08%) JSON
8 8 (2.08%) Node.js
8 8 (2.08%) React
9 7 (1.82%) CSS3
9 7 (1.82%) jQuery
10 6 (1.56%) .NET
10 6 (1.56%) OpenGL
10 6 (1.56%) Sass
10 6 (1.56%) WebGL
11 5 (1.30%) XML
Miscellaneous
1 96 (25.00%) Algorithms
2 54 (14.06%) Analytical Skills
3 41 (10.68%) Social Network
4 13 (3.39%) Management Information System
5 11 (2.86%) Self-Motivation
6 9 (2.34%) Data Structures
7 8 (2.08%) Life Science
7 8 (2.08%) Mobile App
7 8 (2.08%) Pricing Data
8 6 (1.56%) Enterprise Software
8 6 (1.56%) Greenfield Project
9 5 (1.30%) Fintech
9 5 (1.30%) User Experience
10 4 (1.04%) Clustering
10 4 (1.04%) PMI
10 4 (1.04%) Replication
11 3 (0.78%) FMCG
11 3 (0.78%) Graphic Design
12 2 (0.52%) Virtual Team
13 1 (0.26%) Cyberthreat
Operating Systems
1 33 (8.59%) Linux
2 15 (3.91%) Unix
3 10 (2.60%) Windows
4 7 (1.82%) Apple iOS
5 5 (1.30%) Android
6 4 (1.04%) Red Hat Enterprise Linux
6 4 (1.04%) Windows Server
Processes & Methodologies
1 274 (71.35%) Data Visualisation
2 255 (66.41%) Analytics
3 246 (64.06%) Business Intelligence
4 164 (42.71%) Data Science
5 107 (27.86%) Artificial Intelligence
5 107 (27.86%) Decision-Making
6 106 (27.60%) Mathematics
7 100 (26.04%) Agile Software Development
8 95 (24.74%) Machine Learning
9 90 (23.44%) Statistics
10 87 (22.66%) Data Engineering
11 86 (22.40%) Data-Driven Decision Making
12 83 (21.61%) Data Modelling
13 63 (16.41%) Stakeholder Management
14 61 (15.89%) Problem-Solving
15 57 (14.84%) Data Analysis
16 52 (13.54%) Data Analytics
17 51 (13.28%) Data Management
17 51 (13.28%) ETL
18 47 (12.24%) Scrum
Programming Languages
1 220 (57.29%) SQL
2 144 (37.50%) Python
3 126 (32.81%) R
4 81 (21.09%) Java
5 42 (10.94%) C++
6 35 (9.11%) JavaScript
7 25 (6.51%) T-SQL
8 23 (5.99%) Delphi
9 19 (4.95%) MATLAB
10 14 (3.65%) C#
11 13 (3.39%) Scala
12 11 (2.86%) C
13 9 (2.34%) VBA
14 8 (2.08%) HiveQL
15 6 (1.56%) GLSL
16 4 (1.04%) Java 8
17 3 (0.78%) Ruby
18 2 (0.52%) ES6
18 2 (0.52%) Go
18 2 (0.52%) Shell Script
Qualifications
1 151 (39.32%) Degree
2 15 (3.91%) Master's Degree
3 11 (2.86%) PhD
4 8 (2.08%) Computer Science Degree
5 6 (1.56%) Security Cleared
6 4 (1.04%) DV Cleared
6 4 (1.04%) Numerate Degree
7 3 (0.78%) SC Cleared
8 2 (0.52%) ISEB
9 1 (0.26%) ISEB Practitioner
9 1 (0.26%) SAS Certification
9 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 18 (4.69%) Data Quality
2 8 (2.08%) GDPR
3 6 (1.56%) QA
4 4 (1.04%) PMBOK
5 1 (0.26%) SLA
System Software
1 16 (4.17%) Docker
2 2 (0.52%) Apache Flume
2 2 (0.52%) HDFS
2 2 (0.52%) Virtual Machines
Systems Management
1 41 (10.68%) Hadoop YARN
2 6 (1.56%) Kibana
2 6 (1.56%) Puppet
3 5 (1.30%) Ansible
4 4 (1.04%) Kubernetes
4 4 (1.04%) Microsoft Clustering
4 4 (1.04%) Opscode Chef
5 1 (0.26%) Terraform
Vendors
1 215 (55.99%) Tableau
2 53 (13.80%) SAP
3 37 (9.64%) Microsoft
4 27 (7.03%) Google
5 11 (2.86%) Oracle
6 8 (2.08%) Alteryx
7 7 (1.82%) Cognos
8 6 (1.56%) MicroStrategy
9 5 (1.30%) Adobe
9 5 (1.30%) Hortonworks
10 4 (1.04%) CA Agile Central
10 4 (1.04%) HP
10 4 (1.04%) Red Hat
10 4 (1.04%) ServiceNow
11 3 (0.78%) Logi
12 2 (0.52%) Atlassian
12 2 (0.52%) Netezza
12 2 (0.52%) RapidMiner
12 2 (0.52%) Sun
13 1 (0.26%) Talend