Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 243 264 299
Rank change year-on-year +21 +35 +68
Permanent jobs citing Visualisation 386 324 383
As % of all permanent IT jobs advertised in the South East 1.26% 1.12% 1.02%
As % of the Processes & Methodologies category 1.42% 1.28% 1.15%
Number of salaries quoted 314 282 322
South East median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £32,500 £29,300 £27,525
90th Percentile £86,250 £72,275 £62,375
England median annual salary £54,000 £52,500 £52,500
% change year-on-year +2.86% - +5.00%

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 27,133 25,397 33,190
As % of all permanent IT jobs advertised in the South East 88.60% 87.69% 88.27%
Number of salaries quoted 22,465 20,906 27,980
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 £68,000 £68,750
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 25 May 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 25 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 +64 216 £50,000 -4.76% 28
Oxfordshire +23 96 £55,000 +22.22% 12
Berkshire +15 82 £45,000 -18.18% 11
Surrey +13 71 £55,000 +22.22% 12
Hampshire -25 70 £45,500 +8.98% 12
Buckinghamshire +9 38 £47,500 +5.56% 5
West Sussex -9 17 £45,000 -10.00% 3
Kent -3 7 £52,500 +75.00% 1
East Sussex -24 4 £50,000 -20.00% 3
Visualisation
England

For the 6 months to 25 May 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.

1 195 (50.52%) Data Visualisation
2 169 (43.78%) Analytics
3 151 (39.12%) SQL
4 129 (33.42%) Business Intelligence
5 120 (31.09%) Agile Software Development
6 118 (30.57%) Degree
7 102 (26.42%) Python
8 91 (23.58%) SQL Server
9 84 (21.76%) Power BI
10 80 (20.73%) Machine Learning
11 75 (19.43%) Tableau
12 73 (18.91%) Big Data
13 72 (18.65%) JavaScript
13 72 (18.65%) Data Analysis
14 70 (18.13%) Data Analytics
14 70 (18.13%) Analytical Skills
15 69 (17.88%) SQL Server Integration Services
16 68 (17.62%) Java
17 66 (17.10%) Data Warehouse
18 62 (16.06%) Microsoft
19 61 (15.80%) ETL
20 60 (15.54%) TDD
21 54 (13.99%) Data Science
22 53 (13.73%) HTML
22 53 (13.73%) Mathematics
22 53 (13.73%) Computer Science
23 51 (13.21%) Software Engineering
24 49 (12.69%) Finance
25 48 (12.44%) T-SQL
25 48 (12.44%) Web Services

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 40 (10.36%) Elasticsearch
2 26 (6.74%) Apache Spark
3 24 (6.22%) Apache Solr
4 17 (4.40%) SAS
5 5 (1.30%) Apache
5 5 (1.30%) SharePoint
6 4 (1.04%) Apache Pig
6 4 (1.04%) Jupyter
6 4 (1.04%) Oracle SOA Suite
6 4 (1.04%) WebLogic
7 3 (0.78%) Confluence
7 3 (0.78%) EPiServer
7 3 (0.78%) IPython
8 2 (0.52%) CMS
8 2 (0.52%) Tomcat
9 1 (0.26%) Jetty
9 1 (0.26%) nginx
9 1 (0.26%) Umbraco
9 1 (0.26%) WordPress
Applications
1 27 (6.99%) Microsoft Excel
2 10 (2.59%) Stata
3 4 (1.04%) Microsoft PowerPoint
4 3 (0.78%) Adobe Creative Suite
4 3 (0.78%) Adobe Illustrator
4 3 (0.78%) Photoshop
4 3 (0.78%) SPSS
5 2 (0.52%) InVision
6 1 (0.26%) Adobe After Effects
6 1 (0.26%) Adobe Captivate
6 1 (0.26%) Fireworks
6 1 (0.26%) Mathematica
6 1 (0.26%) Microsoft Office
6 1 (0.26%) Pixate
6 1 (0.26%) S-PLUS
6 1 (0.26%) Spreadsheet
Business Applications
1 7 (1.81%) Salesforce.com CRM
1 7 (1.81%) SAP Oil and Gas
2 6 (1.55%) WebTrends
3 4 (1.04%) Oracle 11i
3 4 (1.04%) Oracle Assets
3 4 (1.04%) Oracle EBS
3 4 (1.04%) Oracle EBS R12
3 4 (1.04%) Oracle General Ledger
3 4 (1.04%) Oracle iProcurement
3 4 (1.04%) Oracle Payables
3 4 (1.04%) Oracle Receivables
3 4 (1.04%) SAP S/4HANA
4 1 (0.26%) Cognos TM1
Cloud Services
1 31 (8.03%) Microsoft Azure
2 30 (7.77%) Amazon AWS
3 10 (2.59%) Adobe Analytics
4 9 (2.33%) AWS Lambda
4 9 (2.33%) Serverless
5 8 (2.07%) Google Analytics
6 5 (1.30%) GitHub
6 5 (1.30%) Office 365
6 5 (1.30%) SaaS
7 3 (0.78%) Azure Data Factory
7 3 (0.78%) Google Cloud Platform
8 2 (0.52%) Google Tag Manager
9 1 (0.26%) Amazon EC2
9 1 (0.26%) Amazon ELB
9 1 (0.26%) Amazon EMR
9 1 (0.26%) Amazon S3
9 1 (0.26%) Azure Machine Learning
9 1 (0.26%) Route 53
9 1 (0.26%) Virtual Private Cloud
Communications & Networking
1 6 (1.55%) SMS
2 2 (0.52%) Broadband
3 1 (0.26%) Firewall
3 1 (0.26%) HTTP
3 1 (0.26%) Internet
3 1 (0.26%) Intranet
3 1 (0.26%) LAN
3 1 (0.26%) TCP/IP
3 1 (0.26%) WAN
Database & Business Intelligence
1 91 (23.58%) SQL Server
2 84 (21.76%) Power BI
3 73 (18.91%) Big Data
4 69 (17.88%) SQL Server Integration Services
5 66 (17.10%) Data Warehouse
6 48 (12.44%) SQL Server Analysis Services
7 46 (11.92%) SQL Server Reporting Services
8 44 (11.40%) QlikView
9 30 (7.77%) Hadoop
10 26 (6.74%) BusinessObjects
11 21 (5.44%) Apache Hive
12 16 (4.15%) NoSQL
13 14 (3.63%) Crystal Reports
14 12 (3.11%) Data Mining
14 12 (3.11%) HBase
15 11 (2.85%) Impala
15 11 (2.85%) Microsoft Analysis Services
15 11 (2.85%) SAP HANA
16 10 (2.59%) OLAP
16 10 (2.59%) SAP BW
Development Applications
1 31 (8.03%) webpack
2 26 (6.74%) Git (software)
3 25 (6.48%) gulp
4 24 (6.22%) Grunt
5 12 (3.11%) Visual Studio
6 10 (2.59%) SQL Server Management Studio (SSMS)
7 9 (2.33%) Team Foundation Server
8 8 (2.07%) Selenium
9 7 (1.81%) JIRA
10 5 (1.30%) Eclipse
11 4 (1.04%) Ant
11 4 (1.04%) Jenkins
12 3 (0.78%) Mocha
13 2 (0.52%) Axure RP
13 2 (0.52%) Jasmine
14 1 (0.26%) Gradle
14 1 (0.26%) Maven
14 1 (0.26%) Subversion
General
1 49 (12.69%) Finance
2 26 (6.74%) Advertising
3 25 (6.48%) Games
4 23 (5.96%) Marketing
5 18 (4.66%) Manufacturing
6 15 (3.89%) Retail
7 13 (3.37%) Automotive
8 11 (2.85%) Electronics
8 11 (2.85%) Military
9 7 (1.81%) Law
10 3 (0.78%) Banking
11 2 (0.52%) Aerospace
11 2 (0.52%) Back Office
11 2 (0.52%) Telecoms
12 1 (0.26%) Avionics
12 1 (0.26%) French Language
12 1 (0.26%) Legal
Job Titles
1 122 (31.61%) Developer
2 74 (19.17%) Analyst
3 34 (8.81%) Data Analyst
4 31 (8.03%) Front End Developer (Client-Side Developer)
5 29 (7.51%) Consultant
6 28 (7.25%) Data Scientist
7 27 (6.99%) Lead Developer
8 26 (6.74%) Business Intelligence Analyst
9 25 (6.48%) Graduate
10 24 (6.22%) Senior Analyst
11 22 (5.70%) Architect
12 21 (5.44%) JavaScript Developer
12 21 (5.44%) Senior Developer
13 19 (4.92%) Software Engineer
14 18 (4.66%) Business Intelligence Developer
15 15 (3.89%) Data Engineer
15 15 (3.89%) React Developer
16 14 (3.63%) HTML CSS Developer
16 14 (3.63%) HTML Developer
16 14 (3.63%) SQL Developer
Libraries, Frameworks & Software Standards
1 53 (13.73%) HTML
2 48 (12.44%) Web Services
3 44 (11.40%) CSS
4 30 (7.77%) AngularJS
5 28 (7.25%) Natural Language Processing
5 28 (7.25%) React
6 26 (6.74%) Node.js
6 26 (6.74%) RESTful
7 24 (6.22%) D3.js
7 24 (6.22%) Lucene
8 22 (5.70%) WebGL
9 21 (5.44%) OpenGL
10 19 (4.92%) HTML5
11 17 (4.40%) jQuery
12 16 (4.15%) NumPy
13 15 (3.89%) Pandas
14 10 (2.59%) Redux
15 9 (2.33%) .NET
16 8 (2.07%) REST
16 8 (2.07%) Sass
Miscellaneous
1 70 (18.13%) Analytical Skills
2 53 (13.73%) Computer Science
3 42 (10.88%) Algorithms
4 32 (8.29%) User Experience
5 15 (3.89%) Management Information System
5 15 (3.89%) Self-Motivation
6 9 (2.33%) CUDA
6 9 (2.33%) Greenfield Project
6 9 (2.33%) Video\Live Streaming
7 7 (1.81%) Life Science
8 5 (1.30%) Fintech
9 4 (1.04%) Graphic Design
9 4 (1.04%) Hybrid Cloud
9 4 (1.04%) Mobile App
9 4 (1.04%) Private Cloud
9 4 (1.04%) Public Cloud
10 3 (0.78%) Animation
10 3 (0.78%) Device Driver
11 2 (0.52%) Field-Programmable Gate Array
11 2 (0.52%) VHDL
Operating Systems
1 35 (9.07%) Linux
2 26 (6.74%) Windows
3 6 (1.55%) Unix
4 2 (0.52%) Android
4 2 (0.52%) Apple iOS
5 1 (0.26%) Debian
5 1 (0.26%) Mac OS X
Processes & Methodologies
1 195 (50.52%) Data Visualisation
2 169 (43.78%) Analytics
3 129 (33.42%) Business Intelligence
4 120 (31.09%) Agile Software Development
5 80 (20.73%) Machine Learning
6 72 (18.65%) Data Analysis
7 70 (18.13%) Data Analytics
8 61 (15.80%) ETL
9 60 (15.54%) TDD
10 54 (13.99%) Data Science
11 53 (13.73%) Mathematics
12 51 (13.21%) Software Engineering
13 44 (11.40%) Problem-Solving
14 36 (9.33%) Scrum
15 32 (8.29%) Data Modelling
15 32 (8.29%) Front End Development
16 31 (8.03%) Statistics
17 29 (7.51%) Continuous Integration
18 25 (6.48%) Mentoring
19 24 (6.22%) Continuous Deployment
Programming Languages
1 151 (39.12%) SQL
2 102 (26.42%) Python
3 72 (18.65%) JavaScript
4 68 (17.62%) Java
5 48 (12.44%) T-SQL
6 41 (10.62%) R
7 31 (8.03%) C++
8 26 (6.74%) C
9 23 (5.96%) MATLAB
10 19 (4.92%) C#
11 14 (3.63%) PL/SQL
12 13 (3.37%) Scala
13 12 (3.11%) GLSL
14 10 (2.59%) Data Analysis Expressions (DAX)
15 8 (2.07%) Clojure
15 8 (2.07%) ES6
16 7 (1.81%) ES7
17 6 (1.55%) Ruby
18 4 (1.04%) PHP
18 4 (1.04%) VB
Qualifications
1 118 (30.57%) Degree
2 29 (7.51%) Security Cleared
3 21 (5.44%) Numerate Degree
3 21 (5.44%) PhD
4 11 (2.85%) Computer Science Degree
4 11 (2.85%) Microsoft Certification
5 10 (2.59%) DV Cleared
6 6 (1.55%) SC Cleared
7 4 (1.04%) Analytics IQ
7 4 (1.04%) ISTQB
7 4 (1.04%) MCSE
7 4 (1.04%) PRINCE2 Certification
8 2 (0.52%) ISEB
8 2 (0.52%) ISEB Practitioner
9 1 (0.26%) ACCA
9 1 (0.26%) APMP
9 1 (0.26%) CIMA
9 1 (0.26%) CTC Cleared
9 1 (0.26%) Master's Degree
Quality Assurance & Compliance
1 18 (4.66%) Data Quality
2 10 (2.59%) QA
3 4 (1.04%) SLA
4 3 (0.78%) COSHH
4 3 (0.78%) EFQM
5 1 (0.26%) GDPR
System Software
1 12 (3.11%) Docker
1 12 (3.11%) HDFS
2 10 (2.59%) Apache Flume
2 10 (2.59%) Virtual Machines
3 1 (0.26%) Apache ZooKeeper
3 1 (0.26%) KVM
3 1 (0.26%) VMware Infrastructure
Systems Management
1 12 (3.11%) Puppet
2 10 (2.59%) Kibana
3 4 (1.04%) Oozie
3 4 (1.04%) Systems Management Server (SMS)
4 3 (0.78%) Hadoop YARN
5 1 (0.26%) Grafana
Vendors
1 75 (19.43%) Tableau
2 62 (16.06%) Microsoft
3 28 (7.25%) SAP
4 22 (5.70%) Google
5 20 (5.18%) Adobe
6 18 (4.66%) Oracle
7 14 (3.63%) Cognos
8 13 (3.37%) Atlassian
8 13 (3.37%) MicroStrategy
9 11 (2.85%) Alteryx
10 10 (2.59%) IFS
11 7 (1.81%) Cloudera
11 7 (1.81%) Facebook
11 7 (1.81%) Intel
11 7 (1.81%) Salesforce.com
12 6 (1.55%) Capita
12 6 (1.55%) Omniture
13 4 (1.04%) Kofax
13 4 (1.04%) Perforce
13 4 (1.04%) Talend