Period
to 27 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 27 May 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 359 343 462
Rank change year-on-year -16 +119 +92
Permanent jobs citing Data Visualisation 192 209 154
As % of all permanent IT jobs advertised in the South East 0.63% 0.72% 0.41%
As % of the Processes & Methodologies category 0.71% 0.82% 0.46%
Number of salaries quoted 151 191 167
South East median annual salary £53,500 £52,500 £47,500
Median salary % change year-on-year +1.90% +10.53% -
10th Percentile £32,500 £29,750 £27,500
90th Percentile £87,500 £76,000 £65,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data 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 26,866 25,630 33,121
As % of all permanent IT jobs advertised in the South East 88.58% 87.70% 88.30%
Number of salaries quoted 22,252 21,105 27,903
South East median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - -
10th Percentile £28,000 £27,000 £26,250
90th Percentile £70,000 £67,500 £68,750
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Data Visualisation
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Visualisation in the South East

Data Visualisation
Salary Trend in the South East

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

Salary trend for Data Visualisation in the South East

Data Visualisation
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Visualisation in the South East over the 6 months to 27 May 2018.

Salary histogram for Data Visualisation in the South East

Data 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 Data Visualisation within the South East region over the 6 months to 27 May 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 -10 92 £52,500 -4.55% 17
Hampshire -40 42 £58,000 +28.89% 4
Surrey +16 41 £52,500 +23.53% 4
Oxfordshire -5 40 £85,000 +47.83% 7
Berkshire -15 34 £41,000 -25.45% 9
Buckinghamshire -14 18 £37,500 -18.92% 1
West Sussex -5 12 £45,000 -10.00% 3
Kent +9 2 £65,000 +49.43%
East Sussex -18 2 £49,250 -24.23% 1
Data Visualisation
England

For the 6 months to 27 May 2018, IT jobs citing Data 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 Data Visualisation.

1 192 (100.00%) Visualisation
2 90 (46.88%) Analytics
3 76 (39.58%) Degree
4 65 (33.85%) SQL
4 65 (33.85%) Machine Learning
5 63 (32.81%) Business Intelligence
6 62 (32.29%) Python
6 62 (32.29%) Agile Software Development
7 50 (26.04%) Big Data
8 48 (25.00%) SQL Server
9 47 (24.48%) Java
10 42 (21.88%) Power BI
11 40 (20.83%) Tableau
11 40 (20.83%) Mathematics
12 39 (20.31%) Data Analysis
12 39 (20.31%) Problem-Solving
13 38 (19.79%) Data Science
13 38 (19.79%) Microsoft
13 38 (19.79%) Data Analytics
14 35 (18.23%) Web Services
14 35 (18.23%) Software Engineering
15 34 (17.71%) Computer Science
15 34 (17.71%) JavaScript
15 34 (17.71%) Analytical Skills
16 33 (17.19%) Algorithms
17 32 (16.67%) Data Warehouse
18 30 (15.63%) Elasticsearch
18 30 (15.63%) R
19 29 (15.10%) Statistics
19 29 (15.10%) Continuous Integration

Data 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 (15.63%) Elasticsearch
2 24 (12.50%) Apache Solr
3 16 (8.33%) SAS
4 11 (5.73%) Apache Spark
5 5 (2.60%) Apache
6 4 (2.08%) Apache Pig
6 4 (2.08%) Oracle SOA Suite
6 4 (2.08%) WebLogic
7 3 (1.56%) Confluence
7 3 (1.56%) EPiServer
7 3 (1.56%) IPython
7 3 (1.56%) Jupyter
8 2 (1.04%) CMS
9 1 (0.52%) Jetty
9 1 (0.52%) nginx
9 1 (0.52%) Tomcat
9 1 (0.52%) Umbraco
9 1 (0.52%) WordPress
Applications
1 17 (8.85%) Microsoft Excel
2 10 (5.21%) Stata
3 3 (1.56%) Microsoft PowerPoint
4 1 (0.52%) Adobe Illustrator
4 1 (0.52%) Fireworks
4 1 (0.52%) InVision
4 1 (0.52%) Photoshop
4 1 (0.52%) S-PLUS
4 1 (0.52%) SPSS
Business Applications
1 6 (3.13%) WebTrends
2 4 (2.08%) Oracle 11i
2 4 (2.08%) Oracle Assets
2 4 (2.08%) Oracle EBS
2 4 (2.08%) Oracle EBS R12
2 4 (2.08%) Oracle General Ledger
2 4 (2.08%) Oracle iProcurement
2 4 (2.08%) Oracle Payables
2 4 (2.08%) Oracle Receivables
3 1 (0.52%) Cognos TM1
3 1 (0.52%) Salesforce.com CRM
3 1 (0.52%) SAP S/4HANA
Cloud Services
1 18 (9.38%) Microsoft Azure
2 11 (5.73%) Amazon AWS
3 10 (5.21%) Adobe Analytics
4 8 (4.17%) Google Analytics
5 4 (2.08%) GitHub
6 3 (1.56%) Azure Data Factory
7 2 (1.04%) Google Tag Manager
7 2 (1.04%) SaaS
8 1 (0.52%) Amazon EC2
8 1 (0.52%) Amazon ELB
8 1 (0.52%) Amazon EMR
8 1 (0.52%) Amazon S3
8 1 (0.52%) Route 53
8 1 (0.52%) Virtual Private Cloud
Communications & Networking
1 4 (2.08%) SMS
2 2 (1.04%) Broadband
3 1 (0.52%) Firewall
3 1 (0.52%) HTTP
3 1 (0.52%) Internet
3 1 (0.52%) Intranet
3 1 (0.52%) LAN
3 1 (0.52%) TCP/IP
3 1 (0.52%) WAN
Database & Business Intelligence
1 50 (26.04%) Big Data
2 48 (25.00%) SQL Server
3 42 (21.88%) Power BI
4 32 (16.67%) Data Warehouse
5 28 (14.58%) SQL Server Integration Services
6 19 (9.90%) QlikView
7 17 (8.85%) SQL Server Reporting Services
8 15 (7.81%) SQL Server Analysis Services
9 13 (6.77%) Hadoop
10 9 (4.69%) NoSQL
11 8 (4.17%) Spotfire
12 7 (3.65%) Data Mining
12 7 (3.65%) SAP Data Services
13 6 (3.13%) Apache Hive
13 6 (3.13%) Snowflake Schema
14 4 (2.08%) Oracle BI EE
14 4 (2.08%) Oracle Database 11g
14 4 (2.08%) Oracle Reports
14 4 (2.08%) Star Schema
14 4 (2.08%) Text Mining
Development Applications
1 12 (6.25%) Visual Studio
1 12 (6.25%) webpack
2 10 (5.21%) Git (software)
3 9 (4.69%) Team Foundation Server
4 8 (4.17%) Grunt
4 8 (4.17%) gulp
5 7 (3.65%) SQL Server Management Studio (SSMS)
6 5 (2.60%) Selenium
7 4 (2.08%) Ant
7 4 (2.08%) JIRA
8 3 (1.56%) Mocha
9 2 (1.04%) Jasmine
10 1 (0.52%) Axure RP
10 1 (0.52%) Gradle
10 1 (0.52%) Jenkins
10 1 (0.52%) Subversion
General
1 21 (10.94%) Finance
2 18 (9.38%) Marketing
3 14 (7.29%) Advertising
4 10 (5.21%) Military
5 9 (4.69%) Games
6 8 (4.17%) Retail
7 7 (3.65%) Law
8 5 (2.60%) Electronics
9 3 (1.56%) Banking
10 2 (1.04%) Back Office
11 1 (0.52%) Automotive
11 1 (0.52%) French Language
11 1 (0.52%) Legal
11 1 (0.52%) Manufacturing
11 1 (0.52%) Telecoms
Job Titles
1 59 (30.73%) Developer
2 47 (24.48%) Analyst
3 25 (13.02%) Data Scientist
4 21 (10.94%) Lead Developer
5 19 (9.90%) Consultant
6 18 (9.38%) Front End Developer (Client-Side Developer)
7 17 (8.85%) Senior Analyst
8 15 (7.81%) Data Analyst
9 13 (6.77%) Business Intelligence Analyst
9 13 (6.77%) Data Consultant
9 13 (6.77%) Digital Analyst
9 13 (6.77%) Graduate
9 13 (6.77%) Software Developer
10 12 (6.25%) Architect
11 10 (5.21%) Lead Software Developer
12 9 (4.69%) Analytics Consultant
12 9 (4.69%) Data Analytics Consultant
13 8 (4.17%) Senior Data Analyst
14 7 (3.65%) SQL Analyst
15 6 (3.13%) Digital Performance Analyst
Libraries, Frameworks & Software Standards
1 35 (18.23%) Web Services
2 28 (14.58%) Natural Language Processing
3 26 (13.54%) RESTful
4 25 (13.02%) HTML
5 24 (12.50%) CSS
5 24 (12.50%) Lucene
6 19 (9.90%) D3.js
7 18 (9.38%) AngularJS
8 10 (5.21%) HTML5
8 10 (5.21%) Node.js
8 10 (5.21%) React
9 8 (4.17%) REST
10 7 (3.65%) CSS3
10 7 (3.65%) MDX
10 7 (3.65%) NumPy
10 7 (3.65%) Redux
10 7 (3.65%) Sass
11 6 (3.13%) .NET
11 6 (3.13%) Flask
11 6 (3.13%) ggplot
Miscellaneous
1 34 (17.71%) Analytical Skills
1 34 (17.71%) Computer Science
2 33 (17.19%) Algorithms
3 27 (14.06%) User Experience
4 14 (7.29%) Management Information System
5 5 (2.60%) Fintech
6 4 (2.08%) Hybrid Cloud
6 4 (2.08%) Private Cloud
6 4 (2.08%) Public Cloud
6 4 (2.08%) Self-Motivation
7 2 (1.04%) Acoustics
7 2 (1.04%) Mobile App
7 2 (1.04%) Semantic Web
8 1 (0.52%) Data Protection Act
8 1 (0.52%) Driving Licence
8 1 (0.52%) Graphic Design
8 1 (0.52%) Greenfield Project
8 1 (0.52%) Linked Data
8 1 (0.52%) Reference Data
8 1 (0.52%) Virtual Team
Operating Systems
1 3 (1.56%) Unix
2 2 (1.04%) Linux
3 1 (0.52%) Mac OS X
3 1 (0.52%) Windows
Processes & Methodologies
1 192 (100.00%) Visualisation
2 90 (46.88%) Analytics
3 65 (33.85%) Machine Learning
4 63 (32.81%) Business Intelligence
5 62 (32.29%) Agile Software Development
6 40 (20.83%) Mathematics
7 39 (20.31%) Data Analysis
7 39 (20.31%) Problem-Solving
8 38 (19.79%) Data Analytics
8 38 (19.79%) Data Science
9 35 (18.23%) Software Engineering
10 29 (15.10%) Continuous Integration
10 29 (15.10%) Statistics
10 29 (15.10%) TDD
11 28 (14.58%) ETL
12 24 (12.50%) Code Coverage
12 24 (12.50%) Continuous Deployment
13 20 (10.42%) Stakeholder Management
14 19 (9.90%) Economics
14 19 (9.90%) Front End Development
Programming Languages
1 65 (33.85%) SQL
2 62 (32.29%) Python
3 47 (24.48%) Java
4 34 (17.71%) JavaScript
5 30 (15.63%) R
6 23 (11.98%) T-SQL
7 21 (10.94%) MATLAB
8 14 (7.29%) C
8 14 (7.29%) C++
9 13 (6.77%) C#
9 13 (6.77%) Scala
10 8 (4.17%) Clojure
11 7 (3.65%) ES6
11 7 (3.65%) ES7
12 6 (3.13%) Ruby
13 4 (2.08%) Lisp
13 4 (2.08%) PL/SQL
13 4 (2.08%) Rust
13 4 (2.08%) TypeScript
13 4 (2.08%) XPath
Qualifications
1 76 (39.58%) Degree
2 18 (9.38%) Numerate Degree
2 18 (9.38%) Security Cleared
3 14 (7.29%) PhD
4 11 (5.73%) Microsoft Certification
5 5 (2.60%) SC Cleared
6 4 (2.08%) Analytics IQ
6 4 (2.08%) Computer Science Degree
6 4 (2.08%) ISTQB
6 4 (2.08%) MCSE
6 4 (2.08%) PRINCE2 Certification
7 1 (0.52%) APMP
7 1 (0.52%) CTC Cleared
7 1 (0.52%) Master's Degree
Quality Assurance & Compliance
1 12 (6.25%) Data Quality
2 5 (2.60%) QA
3 4 (2.08%) SLA
4 3 (1.56%) COSHH
5 1 (0.52%) GDPR
System Software
1 11 (5.73%) Docker
2 4 (2.08%) Apache Flume
2 4 (2.08%) HDFS
3 1 (0.52%) Apache ZooKeeper
3 1 (0.52%) KVM
3 1 (0.52%) VMware Infrastructure
Systems Management
1 4 (2.08%) Oozie
2 2 (1.04%) Puppet
3 1 (0.52%) Grafana
3 1 (0.52%) Systems Management Server (SMS)
Vendors
1 40 (20.83%) Tableau
2 38 (19.79%) Microsoft
3 18 (9.38%) Google
4 17 (8.85%) Adobe
5 11 (5.73%) Alteryx
5 11 (5.73%) Oracle
6 8 (4.17%) Cognos
7 7 (3.65%) Facebook
7 7 (3.65%) Intel
8 6 (3.13%) Capita
8 6 (3.13%) Omniture
9 5 (2.60%) SAP
10 4 (2.08%) Kofax
10 4 (2.08%) Perforce
11 3 (1.56%) MicroStrategy
11 3 (1.56%) Remedy
12 2 (1.04%) Hitwise
13 1 (0.52%) IBM
13 1 (0.52%) Salesforce.com
13 1 (0.52%) Splunk