Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > South East
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 286 303 387
Rank change year-on-year +17 +84 +3
Permanent jobs citing Visualisation 293 323 291
As % of all permanent IT jobs advertised in the South East 0.95% 0.92% 0.68%
As % of the Processes & Methodologies category 1.09% 1.06% 0.79%
Number of salaries quoted 259 285 250
South East median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +18.75%
10th Percentile £27,000 £31,250 £27,425
90th Percentile £70,250 £71,250 £60,000
England median annual salary £50,732 £55,000 £50,000
% change year-on-year -7.76% +10.00% -

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 26949 30583 37028
As % of all permanent IT jobs advertised in the South East 87.48% 87.45% 86.96%
Number of salaries quoted 22185 25384 30618
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%

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 21 November 2017.

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 21 November 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 +48 149 £49,000 +3.16% 9
Oxfordshire +3 61 £47,500 - 5
Berkshire +44 59 £55,000 - 4
Hampshire -7 47 £45,000 -10.00% 10
Surrey +4 42 £42,500 -5.56% 5
Buckinghamshire +14 29 £40,000 -11.11%
West Sussex -1 29 £24,500 -38.75% 2
East Sussex -1 17 £41,250 -13.16% 3
Kent +22 9 £45,000 +5.88%
Visualisation
England

For the 6 months to 21 November 2017, IT jobs citing 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 Visualisation.

1 184 (62.80%) Data Visualisation
2 129 (44.03%) SQL
3 127 (43.34%) Business Intelligence
4 91 (31.06%) Python
5 80 (27.30%) SQL Server
6 79 (26.96%) Analytics
7 73 (24.91%) JavaScript
8 72 (24.57%) Tableau
9 70 (23.89%) Microsoft
10 69 (23.55%) Agile Software Development
11 67 (22.87%) Power BI
12 65 (22.18%) Big Data
13 62 (21.16%) SQL Server Integration Services
13 62 (21.16%) Degree
14 61 (20.82%) Data Warehouse
15 57 (19.45%) ETL
16 56 (19.11%) CSS
17 55 (18.77%) HTML
17 55 (18.77%) Analytical Skills
18 52 (17.75%) Hadoop
19 51 (17.41%) Java
20 50 (17.06%) Machine Learning
21 49 (16.72%) R
21 49 (16.72%) Data Modelling
22 45 (15.36%) T-SQL
23 43 (14.68%) Software Engineering
23 43 (14.68%) SQL Server Analysis Services
24 42 (14.33%) QlikView
25 40 (13.65%) C++
26 39 (13.31%) SQL Server Reporting 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 37 (12.63%) Apache Spark
2 20 (6.83%) SAS
3 13 (4.44%) Apache Pig
4 11 (3.75%) Elasticsearch
5 9 (3.07%) Apache
6 8 (2.73%) Apache Solr
7 6 (2.05%) Tomcat
8 5 (1.71%) Jetty
8 5 (1.71%) nginx
9 3 (1.02%) IIS
9 3 (1.02%) SharePoint
10 2 (0.68%) Confluence
10 2 (0.68%) Exchange Server 2013
10 2 (0.68%) GeoServer
10 2 (0.68%) MS Exchange
10 2 (0.68%) NServiceBus
11 1 (0.34%) Moodle
11 1 (0.34%) OpenStack
11 1 (0.34%) Totara
Applications
1 29 (9.90%) Microsoft Excel
2 10 (3.41%) Microsoft Office
3 9 (3.07%) Microsoft PowerPoint
4 6 (2.05%) MS Visio
5 5 (1.71%) SPSS
6 4 (1.37%) Mathematica
7 1 (0.34%) Adobe After Effects
7 1 (0.34%) Adobe Premiere
7 1 (0.34%) Photoshop
Business Applications
1 2 (0.68%) Dynamics CRM
1 2 (0.68%) Eloqua
Cloud Services
1 31 (10.58%) Microsoft Azure
2 27 (9.22%) Amazon AWS
3 15 (5.12%) Azure Data Factory
4 9 (3.07%) Amazon EMR
5 8 (2.73%) SaaS
6 7 (2.39%) Adobe Analytics
7 6 (2.05%) Azure Machine Learning
8 5 (1.71%) Google Analytics
9 4 (1.37%) GitHub
9 4 (1.37%) Office 365
10 3 (1.02%) Cloud Computing
11 2 (0.68%) Data Lake Analytics
11 2 (0.68%) Google Cloud Platform
12 1 (0.34%) Adobe Creative Cloud
12 1 (0.34%) Amazon EC2
12 1 (0.34%) Amazon ELB
12 1 (0.34%) Amazon S3
12 1 (0.34%) Route 53
12 1 (0.34%) Virtual Private Cloud
Communications & Networking
1 10 (3.41%) Internet
2 3 (1.02%) Firewall
2 3 (1.02%) PSTN
2 3 (1.02%) Wi-Fi
3 2 (0.68%) HTTP
3 2 (0.68%) LAN
3 2 (0.68%) SMS
3 2 (0.68%) WAN
4 1 (0.34%) Extranet
4 1 (0.34%) TCP/IP
4 1 (0.34%) VoIP
Database & Business Intelligence
1 80 (27.30%) SQL Server
2 67 (22.87%) Power BI
3 65 (22.18%) Big Data
4 62 (21.16%) SQL Server Integration Services
5 61 (20.82%) Data Warehouse
6 52 (17.75%) Hadoop
7 43 (14.68%) SQL Server Analysis Services
8 42 (14.33%) QlikView
9 39 (13.31%) SQL Server Reporting Services
10 30 (10.24%) Relational Database
11 24 (8.19%) NoSQL
12 20 (6.83%) Apache Hive
13 17 (5.80%) Data Mining
13 17 (5.80%) Spotfire
14 14 (4.78%) Star Schema
15 13 (4.44%) Impala
16 12 (4.10%) BusinessObjects
16 12 (4.10%) HBase
17 11 (3.75%) MySQL
17 11 (3.75%) RDBMS
Development Applications
1 16 (5.46%) Git (software)
2 14 (4.78%) Visual Studio
3 10 (3.41%) Selenium
4 7 (2.39%) Mocha
4 7 (2.39%) Team Foundation Server
5 6 (2.05%) Grunt
5 6 (2.05%) gulp
5 6 (2.05%) webpack
6 5 (1.71%) Gradle
6 5 (1.71%) Jenkins
6 5 (1.71%) Subversion
7 3 (1.02%) CruiseControl
7 3 (1.02%) Hudson
7 3 (1.02%) Talend Open Studio
7 3 (1.02%) Travis CI
8 2 (0.68%) Bitbucket
8 2 (0.68%) JIRA
8 2 (0.68%) Moq
8 2 (0.68%) NUnit
8 2 (0.68%) SQL Server Management Studio (SSMS)
General
1 38 (12.97%) Finance
2 27 (9.22%) Marketing
3 17 (5.80%) Retail
4 11 (3.75%) Games
5 9 (3.07%) Advertising
6 7 (2.39%) Back Office
7 5 (1.71%) Automotive
7 5 (1.71%) Military
8 4 (1.37%) Electronics
8 4 (1.37%) Legal
8 4 (1.37%) Pharmaceutical
8 4 (1.37%) Publishing
9 3 (1.02%) Banking
10 2 (0.68%) Aerospace
10 2 (0.68%) Local Government
11 1 (0.34%) Billing
11 1 (0.34%) Retail Banking
11 1 (0.34%) Telecoms
Job Titles
1 110 (37.54%) Developer
2 57 (19.45%) Analyst
3 47 (16.04%) Business Intelligence Developer
4 32 (10.92%) Data Scientist
5 25 (8.53%) Business Intelligence Analyst
6 19 (6.48%) Software Engineer
7 17 (5.80%) Web Developer
8 16 (5.46%) Business Developer
8 16 (5.46%) Senior Developer
9 15 (5.12%) Consultant
10 14 (4.78%) Front End Developer (Client-Side Developer)
11 13 (4.44%) JavaScript Developer
11 13 (4.44%) SQL BI Developer
11 13 (4.44%) SQL Developer
12 12 (4.10%) Business Analyst
12 12 (4.10%) Data Engineer
13 11 (3.75%) Data Warehouse Developer
13 11 (3.75%) Graduate
14 10 (3.41%) HTML Developer
14 10 (3.41%) Report Developer
Libraries, Frameworks & Software Standards
1 56 (19.11%) CSS
2 55 (18.77%) HTML
3 34 (11.60%) Web Services
4 28 (9.56%) AngularJS
5 26 (8.87%) Node.js
6 22 (7.51%) .NET
7 21 (7.17%) jQuery
8 18 (6.14%) RESTful
9 16 (5.46%) D3.js
9 16 (5.46%) HTML5
10 15 (5.12%) Express
10 15 (5.12%) JSON
11 12 (4.10%) Natural Language Processing
11 12 (4.10%) Pandas
12 11 (3.75%) MDX
12 11 (3.75%) REST
13 9 (3.07%) Ajax
13 9 (3.07%) Kafka
13 9 (3.07%) XML
14 8 (2.73%) Lucene
Miscellaneous
1 55 (18.77%) Analytical Skills
2 34 (11.60%) Computer Science
3 25 (8.53%) User Experience
4 24 (8.19%) Algorithms
5 17 (5.80%) Management Information System
6 16 (5.46%) Greenfield Project
7 6 (2.05%) Data Structures
7 6 (2.05%) Mainframe
7 6 (2.05%) Mobile App
8 5 (1.71%) Linked Data
9 4 (1.37%) FMCG
9 4 (1.37%) Life Science
10 3 (1.02%) Device Driver
10 3 (1.02%) EPoS
10 3 (1.02%) Fintech
10 3 (1.02%) NHS
10 3 (1.02%) Semantic Web
11 2 (0.68%) Cybercrime
11 2 (0.68%) Mobile Games
11 2 (0.68%) Wiki
Operating Systems
1 20 (6.83%) Linux
2 18 (6.14%) Windows
3 2 (0.68%) Android
3 2 (0.68%) SUSE
3 2 (0.68%) Unix
3 2 (0.68%) Windows Server
3 2 (0.68%) Windows Server 2012
4 1 (0.34%) Apple iOS
Processes & Methodologies
1 184 (62.80%) Data Visualisation
2 127 (43.34%) Business Intelligence
3 79 (26.96%) Analytics
4 69 (23.55%) Agile Software Development
5 57 (19.45%) ETL
6 50 (17.06%) Machine Learning
7 49 (16.72%) Data Modelling
8 43 (14.68%) Software Engineering
9 34 (11.60%) Data Analysis
10 30 (10.24%) Mathematics
11 28 (9.56%) Web Development
12 23 (7.85%) Statistics
13 22 (7.51%) Continuous Integration
13 22 (7.51%) Front End Development
13 22 (7.51%) Statistical Analysis
14 21 (7.17%) OO
14 21 (7.17%) Stakeholder Management
15 19 (6.48%) Data Analytics
15 19 (6.48%) Project Management
16 16 (5.46%) Dashboard Development
Programming Languages
1 129 (44.03%) SQL
2 91 (31.06%) Python
3 73 (24.91%) JavaScript
4 51 (17.41%) Java
5 49 (16.72%) R
6 45 (15.36%) T-SQL
7 40 (13.65%) C++
8 31 (10.58%) C#
9 13 (4.44%) C
10 11 (3.75%) VBA
11 9 (3.07%) Scala
12 8 (2.73%) Data Analysis Expressions (DAX)
12 8 (2.73%) Ruby
13 7 (2.39%) MATLAB
13 7 (2.39%) PL/SQL
13 7 (2.39%) PowerShell
13 7 (2.39%) TypeScript
14 6 (2.05%) Shell Script
15 5 (1.71%) Bash Shell
15 5 (1.71%) PHP
Qualifications
1 62 (21.16%) Degree
2 16 (5.46%) Computer Science Degree
3 14 (4.78%) PhD
4 9 (3.07%) Microsoft Certification
5 7 (2.39%) Security Cleared
6 5 (1.71%) ISEB
6 5 (1.71%) ISEB Practitioner
7 4 (1.37%) SC Cleared
8 2 (0.68%) CCNA
8 2 (0.68%) Cisco Certification
8 2 (0.68%) DBS Check
8 2 (0.68%) DV Cleared
8 2 (0.68%) MCSA
9 1 (0.34%) CESG Certified Professional
9 1 (0.34%) Master's Degree
9 1 (0.34%) Numerate Degree
9 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 14 (4.78%) Data Quality
2 10 (3.41%) QA
3 3 (1.02%) SLA
4 1 (0.34%) IEC 62304
4 1 (0.34%) ISO 13485
4 1 (0.34%) PCI DSS
4 1 (0.34%) TickIT
System Software
1 8 (2.73%) Docker
2 6 (2.05%) Apache Flume
2 6 (2.05%) HDFS
3 5 (1.71%) Apache ZooKeeper
4 4 (1.37%) Active Directory
5 3 (1.02%) VMware Infrastructure
6 2 (0.68%) Hyper-V
6 2 (0.68%) Virtual Machines
7 1 (0.34%) KVM
Systems Management
1 4 (1.37%) Nagios
1 4 (1.37%) Oozie
2 2 (0.68%) Kibana
2 2 (0.68%) Puppet
3 1 (0.34%) Grafana
3 1 (0.34%) Hadoop YARN
3 1 (0.34%) Kubernetes
Vendors
1 72 (24.57%) Tableau
2 70 (23.89%) Microsoft
3 30 (10.24%) Oracle
4 24 (8.19%) Cognos
5 20 (6.83%) Google
6 17 (5.80%) MicroStrategy
7 12 (4.10%) SAP
8 11 (3.75%) Teradata
9 10 (3.41%) Adobe
10 9 (3.07%) Informatica
11 8 (2.73%) IBM
12 6 (2.05%) Birst
12 6 (2.05%) Facebook
13 5 (1.71%) Capita
14 4 (1.37%) Cloudera
14 4 (1.37%) Infor
14 4 (1.37%) Logi
15 3 (1.02%) Mapbox
15 3 (1.02%) Talend
15 3 (1.02%) VMware