Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 368 465 538
Rank change year-on-year +97 +73 +23
Permanent jobs citing Data Visualisation 183 129 113
As % of all permanent IT jobs advertised in the South East 0.58% 0.38% 0.27%
As % of the Processes & Methodologies category 0.67% 0.43% 0.31%
Number of salaries quoted 168 116 104
South East median annual salary £45,000 £51,250 £47,500
Median salary % change year-on-year -12.20% +7.89% +5.56%
10th Percentile £27,500 £29,500 £30,200
90th Percentile £67,650 £91,250 £57,125
England median annual salary £50,000 £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 27352 29718 36938
As % of all permanent IT jobs advertised in the South East 87.41% 87.45% 87.20%
Number of salaries quoted 22456 24612 30777
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 14 December 2017.

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 14 December 2017. 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 94 £45,000 -12.20% 13
Berkshire +66 46 £50,000 -9.09% 6
Oxfordshire +22 32 £55,000 +15.79% 6
Hampshire -7 30 £55,000 -8.33% 2
Surrey +22 26 £45,000 -40.00% 6
West Sussex +7 23 £26,250 -47.50% 1
Buckinghamshire +7 16 £37,500 -21.05% 1
Kent +21 5 £41,250 -2.94%
East Sussex - 4 £45,000 - 1
Data Visualisation
England

For the 6 months to 14 December 2017, IT jobs citing Data 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 Data Visualisation.

1 182 (99.45%) Visualisation
2 85 (46.45%) SQL
3 84 (45.90%) Business Intelligence
4 65 (35.52%) Python
5 57 (31.15%) SQL Server
6 53 (28.96%) Microsoft
7 51 (27.87%) Tableau
7 51 (27.87%) Analytics
7 51 (27.87%) Power BI
8 49 (26.78%) Degree
9 47 (25.68%) JavaScript
10 45 (24.59%) SQL Server Integration Services
11 44 (24.04%) Big Data
12 39 (21.31%) Analytical Skills
12 39 (21.31%) T-SQL
13 38 (20.77%) Agile Software Development
14 36 (19.67%) ETL
14 36 (19.67%) R
15 33 (18.03%) Data Warehouse
15 33 (18.03%) HTML
16 32 (17.49%) CSS
17 31 (16.94%) QlikView
17 31 (16.94%) Machine Learning
18 30 (16.39%) SQL Server Reporting Services
19 29 (15.85%) SQL Server Analysis Services
19 29 (15.85%) Hadoop
20 27 (14.75%) Finance
21 25 (13.66%) Data Modelling
22 24 (13.11%) Microsoft Azure
22 24 (13.11%) Node.js

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 23 (12.57%) Apache Spark
2 13 (7.10%) SAS
3 6 (3.28%) Apache Pig
4 5 (2.73%) Apache
5 4 (2.19%) Elasticsearch
6 3 (1.64%) Apache Solr
6 3 (1.64%) Jetty
6 3 (1.64%) nginx
6 3 (1.64%) Tomcat
7 1 (0.55%) OpenStack
Applications
1 16 (8.74%) Microsoft Excel
2 4 (2.19%) Mathematica
2 4 (2.19%) SPSS
3 1 (0.55%) Microsoft Office
Business Applications
1 5 (2.73%) WebTrends
2 1 (0.55%) Dynamics CRM
2 1 (0.55%) Eloqua
Cloud Services
1 24 (13.11%) Microsoft Azure
2 23 (12.57%) Amazon AWS
3 9 (4.92%) SaaS
4 8 (4.37%) Azure Data Factory
4 8 (4.37%) Google Analytics
5 7 (3.83%) Amazon EMR
6 6 (3.28%) Azure Machine Learning
7 4 (2.19%) Amazon EC2
7 4 (2.19%) Amazon ELB
7 4 (2.19%) Amazon S3
7 4 (2.19%) Route 53
7 4 (2.19%) Virtual Private Cloud
8 3 (1.64%) Adobe Analytics
9 2 (1.09%) Cloud Computing
9 2 (1.09%) Data Lake Analytics
9 2 (1.09%) GitHub
9 2 (1.09%) Google Cloud Platform
Communications & Networking
1 7 (3.83%) Internet
2 5 (2.73%) HTTP
2 5 (2.73%) PSTN
2 5 (2.73%) Wi-Fi
3 4 (2.19%) LAN
3 4 (2.19%) TCP/IP
3 4 (2.19%) WAN
4 3 (1.64%) Firewall
5 2 (1.09%) Broadband
6 1 (0.55%) SMS
Database & Business Intelligence
1 57 (31.15%) SQL Server
2 51 (27.87%) Power BI
3 45 (24.59%) SQL Server Integration Services
4 44 (24.04%) Big Data
5 33 (18.03%) Data Warehouse
6 31 (16.94%) QlikView
7 30 (16.39%) SQL Server Reporting Services
8 29 (15.85%) Hadoop
8 29 (15.85%) SQL Server Analysis Services
9 22 (12.02%) NoSQL
10 18 (9.84%) Relational Database
11 13 (7.10%) Apache Hive
11 13 (7.10%) Spotfire
12 12 (6.56%) Data Mining
13 11 (6.01%) Impala
14 8 (4.37%) HBase
14 8 (4.37%) RDBMS
14 8 (4.37%) Redis
14 8 (4.37%) Star Schema
15 7 (3.83%) BusinessObjects
Development Applications
1 13 (7.10%) Visual Studio
2 11 (6.01%) Git (software)
3 9 (4.92%) Grunt
3 9 (4.92%) gulp
3 9 (4.92%) webpack
4 8 (4.37%) Mocha
5 3 (1.64%) Gradle
5 3 (1.64%) Jenkins
5 3 (1.64%) Selenium
5 3 (1.64%) Subversion
6 2 (1.09%) SQL Server Management Studio (SSMS)
6 2 (1.09%) Talend Open Studio
6 2 (1.09%) Team Foundation Server
7 1 (0.55%) Atlassian Bamboo
7 1 (0.55%) Rational DOORS
General
1 27 (14.75%) Finance
2 12 (6.56%) Retail
3 11 (6.01%) Military
4 10 (5.46%) Marketing
5 8 (4.37%) Advertising
6 5 (2.73%) Games
7 4 (2.19%) Automotive
7 4 (2.19%) Legal
7 4 (2.19%) Pharmaceutical
8 3 (1.64%) Banking
9 2 (1.09%) Local Government
9 2 (1.09%) Publishing
9 2 (1.09%) Telecoms
10 1 (0.55%) Aerospace
10 1 (0.55%) Electronics
10 1 (0.55%) French Language
10 1 (0.55%) Law
10 1 (0.55%) Retail Banking
Job Titles
1 66 (36.07%) Developer
2 38 (20.77%) Analyst
3 30 (16.39%) Business Intelligence Developer
4 22 (12.02%) Data Scientist
5 18 (9.84%) Business Intelligence Analyst
6 16 (8.74%) Front End Developer (Client-Side Developer)
7 14 (7.65%) Web Developer
8 11 (6.01%) Consultant
9 10 (5.46%) Architect
9 10 (5.46%) Business Developer
9 10 (5.46%) Graduate
9 10 (5.46%) SQL Analyst
10 9 (4.92%) Data Engineer
11 8 (4.37%) Digital Analyst
11 8 (4.37%) JavaScript Developer
11 8 (4.37%) SQL BI Developer
11 8 (4.37%) SQL Developer
12 7 (3.83%) Graduate Developer
12 7 (3.83%) HTML Developer
12 7 (3.83%) Performance Analyst
Libraries, Frameworks & Software Standards
1 33 (18.03%) HTML
2 32 (17.49%) CSS
3 24 (13.11%) AngularJS
3 24 (13.11%) Node.js
4 17 (9.29%) Express
5 16 (8.74%) MDX
6 14 (7.65%) Web Services
7 12 (6.56%) Pandas
8 11 (6.01%) REST
9 10 (5.46%) RESTful
10 9 (4.92%) .NET
10 9 (4.92%) React
11 8 (4.37%) scikit-learn
11 8 (4.37%) Seaborn
12 7 (3.83%) D3.js
12 7 (3.83%) HTML5
13 6 (3.28%) Angular 2
13 6 (3.28%) JSON
14 5 (2.73%) Kafka
15 4 (2.19%) Flask
Miscellaneous
1 39 (21.31%) Analytical Skills
2 20 (10.93%) Computer Science
3 19 (10.38%) Management Information System
4 15 (8.20%) Greenfield Project
5 13 (7.10%) User Experience
6 10 (5.46%) Algorithms
7 3 (1.64%) Linked Data
8 2 (1.09%) CESG
8 2 (1.09%) Data Structures
8 2 (1.09%) Fintech
9 1 (0.55%) Client/Server
9 1 (0.55%) Enterprise Software
9 1 (0.55%) Life Science
9 1 (0.55%) Mobile App
9 1 (0.55%) RIA
9 1 (0.55%) Social Media
9 1 (0.55%) Social Network
Operating Systems
1 9 (4.92%) Linux
2 1 (0.55%) Android
Processes & Methodologies
1 182 (99.45%) Visualisation
2 84 (45.90%) Business Intelligence
3 51 (27.87%) Analytics
4 38 (20.77%) Agile Software Development
5 36 (19.67%) ETL
6 31 (16.94%) Machine Learning
7 25 (13.66%) Data Modelling
8 23 (12.57%) Data Analysis
9 20 (10.93%) Stakeholder Management
10 17 (9.29%) Mathematics
11 16 (8.74%) Front End Development
12 15 (8.20%) Software Engineering
12 15 (8.20%) Statistics
13 14 (7.65%) Stakeholder Engagement
13 14 (7.65%) Statistical Analysis
13 14 (7.65%) Web Development
14 12 (6.56%) Data Analytics
14 12 (6.56%) Data Management
15 11 (6.01%) DevOps
15 11 (6.01%) Predictive Analytics
Programming Languages
1 85 (46.45%) SQL
2 65 (35.52%) Python
3 47 (25.68%) JavaScript
4 39 (21.31%) T-SQL
5 36 (19.67%) R
6 23 (12.57%) Java
7 19 (10.38%) C++
8 14 (7.65%) C#
9 10 (5.46%) C
10 8 (4.37%) ES6
10 8 (4.37%) TypeScript
10 8 (4.37%) VBA
11 7 (3.83%) MATLAB
11 7 (3.83%) Ruby
12 6 (3.28%) Data Analysis Expressions (DAX)
12 6 (3.28%) PL/SQL
13 5 (2.73%) PowerShell
14 4 (2.19%) Fortran
14 4 (2.19%) Perl
14 4 (2.19%) PHP
Qualifications
1 49 (26.78%) Degree
2 13 (7.10%) PhD
3 12 (6.56%) Computer Science Degree
4 11 (6.01%) Microsoft Certification
5 8 (4.37%) SC Cleared
5 8 (4.37%) Security Cleared
6 5 (2.73%) Analytics IQ
7 2 (1.09%) CESG Certified Professional
8 1 (0.55%) Master's Degree
Quality Assurance & Compliance
1 9 (4.92%) Data Quality
1 9 (4.92%) QA
2 3 (1.64%) SLA
3 1 (0.55%) PCI DSS
System Software
1 9 (4.92%) Docker
2 4 (2.19%) Apache Flume
2 4 (2.19%) HDFS
3 3 (1.64%) Apache ZooKeeper
3 3 (1.64%) KVM
3 3 (1.64%) VMware Infrastructure
Systems Management
1 4 (2.19%) Grafana
1 4 (2.19%) Nagios
1 4 (2.19%) Oozie
Vendors
1 53 (28.96%) Microsoft
2 51 (27.87%) Tableau
3 17 (9.29%) Google
4 16 (8.74%) Oracle
5 14 (7.65%) Cognos
6 10 (5.46%) MicroStrategy
7 9 (4.92%) Adobe
8 6 (3.28%) SAP
9 5 (2.73%) Capita
9 5 (2.73%) Omniture
10 4 (2.19%) Cloudera
10 4 (2.19%) Infor
10 4 (2.19%) Splunk
10 4 (2.19%) Teradata
11 3 (1.64%) Facebook
11 3 (1.64%) Informatica
11 3 (1.64%) VMware
12 2 (1.09%) Hitwise
12 2 (1.09%) Talend
12 2 (1.09%) Twitter