Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 350 415 550
Rank change year-on-year +65 +135 -17
Permanent jobs citing Data Visualisation 217 149 108
As % of all permanent IT jobs advertised in the South East 0.69% 0.47% 0.26%
As % of the Processes & Methodologies category 0.78% 0.54% 0.30%
Number of salaries quoted 183 135 93
South East median annual salary £45,000 £52,500 £47,500
Median salary % change year-on-year -14.29% +10.53% +35.71%
10th Percentile £31,600 £36,750 £27,500
90th Percentile £67,900 £68,000 £65,000
England median annual salary £53,500 £51,500 £50,000
% change year-on-year +3.88% +3.00% -

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 27,663 27,415 35,794
As % of all permanent IT jobs advertised in the South East 87.65% 87.22% 87.31%
Number of salaries quoted 22,843 22,428 30,174
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £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 22 February 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 22 February 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 +79 107 £42,500 -19.05% 18
Hampshire +3 51 £58,000 +22.11% 2
Berkshire +38 46 £41,000 -25.45% 6
Surrey +13 34 £50,000 +11.11% 4
Oxfordshire +8 34 £55,000 +15.79% 12
Buckinghamshire +16 27 £37,500 -21.05%
West Sussex +1 16 £45,000 -14.29%
Kent +15 4 £40,000 -5.88%
East Sussex -15 4 £45,000 -30.77% 1
Data Visualisation
England

For the 6 months to 22 February 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.

1 216 (99.54%) Visualisation
2 92 (42.40%) SQL
3 77 (35.48%) Python
3 77 (35.48%) Business Intelligence
4 71 (32.72%) Degree
5 68 (31.34%) Analytics
6 64 (29.49%) SQL Server
7 60 (27.65%) Tableau
8 55 (25.35%) Microsoft
9 53 (24.42%) Analytical Skills
10 52 (23.96%) Power BI
10 52 (23.96%) Big Data
11 50 (23.04%) Machine Learning
12 49 (22.58%) JavaScript
13 48 (22.12%) Agile Software Development
14 45 (20.74%) SQL Server Integration Services
15 38 (17.51%) QlikView
15 38 (17.51%) T-SQL
16 37 (17.05%) ETL
17 35 (16.13%) Data Science
18 34 (15.67%) Data Analysis
19 33 (15.21%) Mathematics
19 33 (15.21%) Finance
20 32 (14.75%) HTML
20 32 (14.75%) CSS
20 32 (14.75%) R
21 31 (14.29%) Data Warehouse
22 29 (13.36%) SQL Server Analysis Services
23 28 (12.90%) SQL Server Reporting Services
23 28 (12.90%) Hadoop

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 (10.60%) Apache Spark
2 17 (7.83%) SAS
3 12 (5.53%) Elasticsearch
4 8 (3.69%) Apache Pig
5 6 (2.76%) Apache
6 5 (2.30%) Apache Solr
7 4 (1.84%) Oracle SOA Suite
7 4 (1.84%) WebLogic
8 3 (1.38%) Confluence
8 3 (1.38%) IPython
8 3 (1.38%) Jupyter
9 1 (0.46%) Jetty
9 1 (0.46%) nginx
9 1 (0.46%) OpenStack
9 1 (0.46%) Tomcat
Applications
1 17 (7.83%) Microsoft Excel
2 7 (3.23%) Stata
3 4 (1.84%) Mathematica
3 4 (1.84%) SPSS
4 1 (0.46%) InVision
Business Applications
1 7 (3.23%) WebTrends
2 4 (1.84%) Oracle 11i
2 4 (1.84%) Oracle Assets
2 4 (1.84%) Oracle EBS
2 4 (1.84%) Oracle EBS R12
2 4 (1.84%) Oracle General Ledger
2 4 (1.84%) Oracle iProcurement
2 4 (1.84%) Oracle Payables
2 4 (1.84%) Oracle Receivables
3 1 (0.46%) Cognos TM1
Cloud Services
1 23 (10.60%) Amazon AWS
2 22 (10.14%) Microsoft Azure
3 9 (4.15%) Google Analytics
4 7 (3.23%) Adobe Analytics
4 7 (3.23%) SaaS
5 6 (2.76%) Azure Data Factory
5 6 (2.76%) Azure Machine Learning
5 6 (2.76%) GitHub
6 5 (2.30%) Amazon EMR
7 4 (1.84%) Amazon EC2
7 4 (1.84%) Amazon ELB
7 4 (1.84%) Amazon S3
7 4 (1.84%) Route 53
7 4 (1.84%) Virtual Private Cloud
8 2 (0.92%) Data Lake Analytics
Communications & Networking
1 5 (2.30%) PSTN
1 5 (2.30%) Wi-Fi
2 4 (1.84%) HTTP
2 4 (1.84%) LAN
2 4 (1.84%) TCP/IP
2 4 (1.84%) WAN
3 3 (1.38%) Firewall
4 2 (0.92%) Broadband
4 2 (0.92%) SMS
Database & Business Intelligence
1 64 (29.49%) SQL Server
2 52 (23.96%) Big Data
2 52 (23.96%) Power BI
3 45 (20.74%) SQL Server Integration Services
4 38 (17.51%) QlikView
5 31 (14.29%) Data Warehouse
6 29 (13.36%) SQL Server Analysis Services
7 28 (12.90%) Hadoop
7 28 (12.90%) SQL Server Reporting Services
8 20 (9.22%) NoSQL
9 15 (6.91%) Apache Hive
9 15 (6.91%) Spotfire
10 12 (5.53%) Relational Database
11 11 (5.07%) Data Mining
12 8 (3.69%) HBase
12 8 (3.69%) Impala
12 8 (3.69%) Sqoop
12 8 (3.69%) Star Schema
13 7 (3.23%) BusinessObjects
14 6 (2.76%) MySQL
Development Applications
1 19 (8.76%) Visual Studio
2 15 (6.91%) Git (software)
2 15 (6.91%) webpack
3 11 (5.07%) Grunt
3 11 (5.07%) gulp
4 9 (4.15%) Team Foundation Server
5 4 (1.84%) Ant
6 3 (1.38%) Jenkins
6 3 (1.38%) JIRA
7 2 (0.92%) SQL Server Management Studio (SSMS)
8 1 (0.46%) Atlassian Bamboo
8 1 (0.46%) Axure RP
8 1 (0.46%) Gradle
8 1 (0.46%) Mocha
8 1 (0.46%) Rational DOORS
8 1 (0.46%) Selenium
8 1 (0.46%) Subversion
General
1 33 (15.21%) Finance
2 18 (8.29%) Military
3 16 (7.37%) Retail
4 13 (5.99%) Advertising
4 13 (5.99%) Marketing
5 11 (5.07%) Games
6 7 (3.23%) Law
7 6 (2.76%) Banking
8 4 (1.84%) Automotive
9 2 (0.92%) Pharmaceutical
9 2 (0.92%) Telecoms
10 1 (0.46%) Aerospace
10 1 (0.46%) Electronics
10 1 (0.46%) French Language
10 1 (0.46%) Legal
10 1 (0.46%) Retail Banking
Job Titles
1 74 (34.10%) Developer
2 49 (22.58%) Analyst
3 27 (12.44%) Business Intelligence Developer
4 25 (11.52%) Data Scientist
5 23 (10.60%) Front End Developer (Client-Side Developer)
6 18 (8.29%) Architect
7 17 (7.83%) Business Intelligence Analyst
8 14 (6.45%) Digital Analyst
9 12 (5.53%) Senior Analyst
10 11 (5.07%) Consultant
10 11 (5.07%) SQL Analyst
11 10 (4.61%) Business Developer
11 10 (4.61%) Data Analyst
11 10 (4.61%) Lead Developer
12 9 (4.15%) Graduate
12 9 (4.15%) SQL Developer
13 8 (3.69%) MODAF Architect
13 8 (3.69%) Senior Developer
13 8 (3.69%) SQL BI Developer
14 7 (3.23%) Digital Performance Analyst
Libraries, Frameworks & Software Standards
1 32 (14.75%) CSS
1 32 (14.75%) HTML
2 20 (9.22%) AngularJS
3 19 (8.76%) Node.js
4 16 (7.37%) MDX
5 15 (6.91%) REST
5 15 (6.91%) Web Services
6 14 (6.45%) D3.js
6 14 (6.45%) Pandas
6 14 (6.45%) React
7 12 (5.53%) Express
7 12 (5.53%) RESTful
8 11 (5.07%) scikit-learn
9 10 (4.61%) HTML5
9 10 (4.61%) Redux
10 8 (3.69%) Flask
10 8 (3.69%) Seaborn
10 8 (3.69%) XML
11 7 (3.23%) .NET
12 6 (2.76%) JSON
Miscellaneous
1 53 (24.42%) Analytical Skills
2 27 (12.44%) Management Information System
3 26 (11.98%) Computer Science
3 26 (11.98%) User Experience
4 22 (10.14%) Algorithms
5 11 (5.07%) Greenfield Project
6 4 (1.84%) Hybrid Cloud
6 4 (1.84%) Private Cloud
6 4 (1.84%) Public Cloud
7 2 (0.92%) CESG
8 1 (0.46%) Client/Server
8 1 (0.46%) Enterprise Software
8 1 (0.46%) Fintech
8 1 (0.46%) Linked Data
8 1 (0.46%) Social Network
8 1 (0.46%) Virtual Team
Operating Systems
1 5 (2.30%) Linux
2 3 (1.38%) Unix
3 1 (0.46%) Android
Processes & Methodologies
1 216 (99.54%) Visualisation
2 77 (35.48%) Business Intelligence
3 68 (31.34%) Analytics
4 50 (23.04%) Machine Learning
5 48 (22.12%) Agile Software Development
6 37 (17.05%) ETL
7 35 (16.13%) Data Science
8 34 (15.67%) Data Analysis
9 33 (15.21%) Mathematics
10 27 (12.44%) Data Modelling
10 27 (12.44%) Stakeholder Management
11 23 (10.60%) Front End Development
12 22 (10.14%) Data Analytics
12 22 (10.14%) Scrum
13 21 (9.68%) Stakeholder Engagement
13 21 (9.68%) Statistics
14 20 (9.22%) Software Engineering
15 19 (8.76%) DevOps
16 16 (7.37%) ArchiMate
16 16 (7.37%) TOGAF
Programming Languages
1 92 (42.40%) SQL
2 77 (35.48%) Python
3 49 (22.58%) JavaScript
4 38 (17.51%) T-SQL
5 32 (14.75%) R
6 23 (10.60%) Java
7 20 (9.22%) C
8 17 (7.83%) C++
9 15 (6.91%) C#
10 14 (6.45%) MATLAB
11 10 (4.61%) ES6
11 10 (4.61%) ES7
12 9 (4.15%) Ruby
13 8 (3.69%) Scala
14 7 (3.23%) Clojure
15 6 (2.76%) Perl
15 6 (2.76%) VBA
16 5 (2.30%) PowerShell
17 4 (1.84%) PHP
17 4 (1.84%) XPath
Qualifications
1 71 (32.72%) Degree
2 23 (10.60%) Security Cleared
3 20 (9.22%) PhD
4 14 (6.45%) Microsoft Certification
5 11 (5.07%) SC Cleared
6 8 (3.69%) Computer Science Degree
6 8 (3.69%) Numerate Degree
7 5 (2.30%) Analytics IQ
8 4 (1.84%) ISTQB
8 4 (1.84%) PRINCE2 Certification
9 2 (0.92%) CESG Certified Professional
10 1 (0.46%) CTC Cleared
Quality Assurance & Compliance
1 12 (5.53%) QA
2 10 (4.61%) Data Quality
3 4 (1.84%) SLA
4 3 (1.38%) COSHH
5 1 (0.46%) PCI DSS
System Software
1 14 (6.45%) Docker
2 8 (3.69%) Apache Flume
2 8 (3.69%) HDFS
3 3 (1.38%) KVM
3 3 (1.38%) VMware Infrastructure
4 1 (0.46%) Apache ZooKeeper
Systems Management
1 8 (3.69%) Oozie
2 4 (1.84%) Grafana
2 4 (1.84%) Nagios
3 2 (0.92%) Puppet
4 1 (0.46%) Systems Management Server (SMS)
Vendors
1 60 (27.65%) Tableau
2 55 (25.35%) Microsoft
3 20 (9.22%) Google
4 18 (8.29%) Cognos
5 15 (6.91%) Adobe
6 10 (4.61%) Oracle
7 9 (4.15%) MicroStrategy
8 8 (3.69%) SAP
9 7 (3.23%) Facebook
9 7 (3.23%) Intel
9 7 (3.23%) Omniture
10 5 (2.30%) Capita
11 4 (1.84%) Cloudera
11 4 (1.84%) Infor
11 4 (1.84%) Kofax
11 4 (1.84%) Perforce
11 4 (1.84%) Remedy
11 4 (1.84%) Splunk
11 4 (1.84%) Teradata
12 3 (1.38%) VMware