Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Visualisation
England > South East
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 263 306 348
Rank change year-on-year +43 +42 +32
Permanent jobs citing Visualisation 338 278 335
As % of all permanent IT jobs advertised in the South East 1.07% 0.90% 0.81%
As % of the Processes & Methodologies category 1.23% 1.03% 0.93%
Number of salaries quoted 282 236 266
South East median annual salary £48,750 £50,000 £47,500
Median salary % change year-on-year -2.50% +5.26% +18.75%
10th Percentile £32,000 £31,250 £27,125
90th Percentile £67,950 £69,375 £60,000
England median annual salary £54,500 £52,500 £52,500
% change year-on-year +3.81% - +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 27,580 27,075 36,017
As % of all permanent IT jobs advertised in the South East 87.64% 87.19% 87.31%
Number of salaries quoted 22,801 22,160 30,353
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £69,000 £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 19 February 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 19 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 +73 169 £45,000 -10.00% 28
Berkshire +27 71 £45,000 -18.18% 9
Surrey +29 62 £50,000 +11.11% 12
Hampshire -17 62 £58,000 +38.10% 8
Oxfordshire +13 57 £55,000 +10.00% 17
Buckinghamshire +20 41 £37,500 -21.05% 2
West Sussex -4 24 £45,000 -10.00% 3
Kent +12 13 £52,500 +23.53%
East Sussex -26 7 £50,000 +5.26% 1
Visualisation
England

For the 6 months to 19 February 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.

1 214 (63.31%) Data Visualisation
2 148 (43.79%) SQL
3 133 (39.35%) Business Intelligence
4 117 (34.62%) Analytics
5 106 (31.36%) SQL Server
6 97 (28.70%) Python
7 90 (26.63%) Degree
8 87 (25.74%) Tableau
9 81 (23.96%) Power BI
10 80 (23.67%) ETL
11 78 (23.08%) SQL Server Integration Services
12 76 (22.49%) Data Warehouse
12 76 (22.49%) Microsoft
13 72 (21.30%) Big Data
14 66 (19.53%) Agile Software Development
15 65 (19.23%) Analytical Skills
16 64 (18.93%) T-SQL
17 60 (17.75%) QlikView
18 58 (17.16%) JavaScript
19 57 (16.86%) Machine Learning
20 56 (16.57%) SQL Server Analysis Services
21 55 (16.27%) Finance
22 52 (15.38%) Data Modelling
23 51 (15.09%) Hadoop
24 47 (13.91%) Data Analytics
25 45 (13.31%) SQL Server Reporting Services
26 44 (13.02%) Data Analysis
27 42 (12.43%) Data Science
28 41 (12.13%) HTML
28 41 (12.13%) Java

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 32 (9.47%) Apache Spark
2 20 (5.92%) SAS
3 15 (4.44%) Apache Pig
3 15 (4.44%) Elasticsearch
4 7 (2.07%) Apache
5 5 (1.48%) Apache Solr
5 5 (1.48%) Confluence
6 4 (1.18%) Oracle SOA Suite
6 4 (1.18%) WebLogic
7 3 (0.89%) IPython
7 3 (0.89%) Jupyter
8 2 (0.59%) GeoServer
8 2 (0.59%) Tomcat
9 1 (0.30%) IIS
9 1 (0.30%) Jetty
9 1 (0.30%) Moodle
9 1 (0.30%) nginx
9 1 (0.30%) OpenStack
9 1 (0.30%) SharePoint
9 1 (0.30%) Totara
Applications
1 33 (9.76%) Microsoft Excel
2 9 (2.66%) Microsoft Office
2 9 (2.66%) Microsoft PowerPoint
3 7 (2.07%) MS Visio
3 7 (2.07%) Stata
4 6 (1.78%) SPSS
5 4 (1.18%) Mathematica
6 3 (0.89%) Photoshop
7 2 (0.59%) Adobe Illustrator
7 2 (0.59%) InVision
8 1 (0.30%) Adobe After Effects
8 1 (0.30%) Adobe Captivate
8 1 (0.30%) Adobe Creative Suite
8 1 (0.30%) Pixate
8 1 (0.30%) Spreadsheet
Business Applications
1 7 (2.07%) WebTrends
2 4 (1.18%) Oracle 11i
2 4 (1.18%) Oracle Assets
2 4 (1.18%) Oracle EBS
2 4 (1.18%) Oracle EBS R12
2 4 (1.18%) Oracle General Ledger
2 4 (1.18%) Oracle iProcurement
2 4 (1.18%) Oracle Payables
2 4 (1.18%) Oracle Receivables
3 1 (0.30%) Cognos TM1
Cloud Services
1 26 (7.69%) Amazon AWS
1 26 (7.69%) Microsoft Azure
2 10 (2.96%) Google Analytics
3 8 (2.37%) Adobe Analytics
3 8 (2.37%) Azure Data Factory
3 8 (2.37%) GitHub
4 7 (2.07%) SaaS
5 6 (1.78%) Azure Machine Learning
6 5 (1.48%) Amazon EMR
7 3 (0.89%) Amazon EC2
7 3 (0.89%) Amazon ELB
7 3 (0.89%) Amazon S3
7 3 (0.89%) Route 53
7 3 (0.89%) Virtual Private Cloud
8 2 (0.59%) Data Lake Analytics
9 1 (0.30%) Office 365
Communications & Networking
1 5 (1.48%) PSTN
1 5 (1.48%) Wi-Fi
2 3 (0.89%) Firewall
2 3 (0.89%) HTTP
2 3 (0.89%) LAN
2 3 (0.89%) SMS
2 3 (0.89%) TCP/IP
2 3 (0.89%) WAN
3 2 (0.59%) Broadband
4 1 (0.30%) Extranet
Database & Business Intelligence
1 106 (31.36%) SQL Server
2 81 (23.96%) Power BI
3 78 (23.08%) SQL Server Integration Services
4 76 (22.49%) Data Warehouse
5 72 (21.30%) Big Data
6 60 (17.75%) QlikView
7 56 (16.57%) SQL Server Analysis Services
8 51 (15.09%) Hadoop
9 45 (13.31%) SQL Server Reporting Services
10 22 (6.51%) BusinessObjects
10 22 (6.51%) NoSQL
11 21 (6.21%) Apache Hive
12 20 (5.92%) Spotfire
13 18 (5.33%) Microsoft Analysis Services
13 18 (5.33%) Star Schema
14 17 (5.03%) Relational Database
15 14 (4.14%) Data Mining
16 13 (3.85%) Impala
17 12 (3.55%) HBase
18 8 (2.37%) Sqoop
Development Applications
1 23 (6.80%) Visual Studio
2 16 (4.73%) Git (software)
3 15 (4.44%) webpack
4 13 (3.85%) Team Foundation Server
5 11 (3.25%) Grunt
5 11 (3.25%) gulp
6 8 (2.37%) JIRA
7 6 (1.78%) Jenkins
8 5 (1.48%) SQL Server Management Studio (SSMS)
9 4 (1.18%) Ant
10 3 (0.89%) Selenium
11 2 (0.59%) Axure RP
11 2 (0.59%) Bitbucket
12 1 (0.30%) Atlassian Bamboo
12 1 (0.30%) Gradle
12 1 (0.30%) Hudson
12 1 (0.30%) Mocha
12 1 (0.30%) Rational DOORS
12 1 (0.30%) Subversion
12 1 (0.30%) Travis CI
General
1 55 (16.27%) Finance
2 23 (6.80%) Retail
3 21 (6.21%) Marketing
4 18 (5.33%) Advertising
4 18 (5.33%) Military
5 17 (5.03%) Games
6 10 (2.96%) Electronics
7 9 (2.66%) Automotive
8 8 (2.37%) Law
9 6 (1.78%) Banking
10 5 (1.48%) Back Office
10 5 (1.48%) Manufacturing
11 2 (0.59%) Pharmaceutical
11 2 (0.59%) Telecoms
12 1 (0.30%) Aerospace
12 1 (0.30%) Billing
12 1 (0.30%) French Language
12 1 (0.30%) Legal
12 1 (0.30%) Retail Banking
Job Titles
1 111 (32.84%) Developer
2 71 (21.01%) Analyst
3 45 (13.31%) Business Intelligence Developer
4 28 (8.28%) Data Scientist
5 25 (7.40%) Business Intelligence Analyst
6 23 (6.80%) Architect
6 23 (6.80%) Front End Developer (Client-Side Developer)
6 23 (6.80%) Senior Developer
7 18 (5.33%) Consultant
8 17 (5.03%) Business Developer
9 16 (4.73%) SQL Developer
10 15 (4.44%) Data Warehouse Developer
10 15 (4.44%) SQL BI Developer
11 14 (4.14%) Digital Analyst
11 14 (4.14%) Software Engineer
12 13 (3.85%) SQL Analyst
13 12 (3.55%) Business Analyst
13 12 (3.55%) Data Analyst
13 12 (3.55%) Data Engineer
13 12 (3.55%) SSIS Developer
Libraries, Frameworks & Software Standards
1 41 (12.13%) HTML
2 39 (11.54%) CSS
3 21 (6.21%) Node.js
4 19 (5.62%) AngularJS
5 18 (5.33%) Web Services
6 16 (4.73%) MDX
7 15 (4.44%) REST
8 14 (4.14%) HTML5
8 14 (4.14%) Pandas
8 14 (4.14%) React
8 14 (4.14%) RESTful
9 13 (3.85%) .NET
9 13 (3.85%) D3.js
9 13 (3.85%) JSON
10 12 (3.55%) Express
11 10 (2.96%) Redux
11 10 (2.96%) scikit-learn
12 9 (2.66%) XML
13 8 (2.37%) Kafka
13 8 (2.37%) Seaborn
Miscellaneous
1 65 (19.23%) Analytical Skills
2 32 (9.47%) User Experience
3 31 (9.17%) Computer Science
4 30 (8.88%) Management Information System
5 25 (7.40%) Algorithms
6 19 (5.62%) Greenfield Project
7 7 (2.07%) Device Driver
7 7 (2.07%) Mainframe
8 5 (1.48%) Mobile App
8 5 (1.48%) Public Cloud
9 4 (1.18%) Hybrid Cloud
9 4 (1.18%) Private Cloud
10 3 (0.89%) CUDA
10 3 (0.89%) Data Structures
10 3 (0.89%) FMCG
10 3 (0.89%) Video\Live Streaming
11 2 (0.59%) CESG
11 2 (0.59%) EPoS
11 2 (0.59%) Graphic Design
11 2 (0.59%) VHDL
Operating Systems
1 12 (3.55%) Windows
2 11 (3.25%) Linux
3 5 (1.48%) Unix
4 3 (0.89%) Android
5 2 (0.59%) Apple iOS
Processes & Methodologies
1 214 (63.31%) Data Visualisation
2 133 (39.35%) Business Intelligence
3 117 (34.62%) Analytics
4 80 (23.67%) ETL
5 66 (19.53%) Agile Software Development
6 57 (16.86%) Machine Learning
7 52 (15.38%) Data Modelling
8 47 (13.91%) Data Analytics
9 44 (13.02%) Data Analysis
10 42 (12.43%) Data Science
11 38 (11.24%) Mathematics
12 32 (9.47%) Software Engineering
12 32 (9.47%) Stakeholder Management
13 28 (8.28%) Dashboard Development
14 25 (7.40%) Scrum
15 24 (7.10%) DevOps
15 24 (7.10%) Front End Development
16 23 (6.80%) Continuous Integration
16 23 (6.80%) Statistics
17 21 (6.21%) Statistical Analysis
Programming Languages
1 148 (43.79%) SQL
2 97 (28.70%) Python
3 64 (18.93%) T-SQL
4 58 (17.16%) JavaScript
5 41 (12.13%) Java
6 40 (11.83%) R
7 29 (8.58%) C++
8 24 (7.10%) C
9 23 (6.80%) C#
10 15 (4.44%) MATLAB
11 11 (3.25%) Scala
12 10 (2.96%) ES6
12 10 (2.96%) ES7
13 9 (2.66%) PL/SQL
14 8 (2.37%) Ruby
15 7 (2.07%) Shell Script
16 6 (1.78%) Perl
16 6 (1.78%) PHP
16 6 (1.78%) PowerShell
16 6 (1.78%) VBA
Qualifications
1 90 (26.63%) Degree
2 27 (7.99%) Security Cleared
3 20 (5.92%) PhD
4 14 (4.14%) Microsoft Certification
5 12 (3.55%) SC Cleared
6 11 (3.25%) Computer Science Degree
6 11 (3.25%) Numerate Degree
7 5 (1.48%) Analytics IQ
7 5 (1.48%) ISEB
7 5 (1.48%) ISEB Practitioner
8 4 (1.18%) ISTQB
8 4 (1.18%) PRINCE2 Certification
9 3 (0.89%) DV Cleared
10 2 (0.59%) CESG Certified Professional
11 1 (0.30%) ACCA
11 1 (0.30%) CIMA
11 1 (0.30%) CTC Cleared
11 1 (0.30%) Postgraduate
Quality Assurance & Compliance
1 16 (4.73%) Data Quality
2 15 (4.44%) QA
3 4 (1.18%) SLA
4 3 (0.89%) COSHH
5 1 (0.30%) PCI DSS
5 1 (0.30%) TickIT
System Software
1 15 (4.44%) Docker
2 10 (2.96%) Apache Flume
2 10 (2.96%) HDFS
3 3 (0.89%) KVM
3 3 (0.89%) Virtual Machines
3 3 (0.89%) VMware Infrastructure
4 1 (0.30%) Active Directory
4 1 (0.30%) Apache ZooKeeper
Systems Management
1 8 (2.37%) Oozie
2 5 (1.48%) Puppet
3 4 (1.18%) Nagios
4 3 (0.89%) Grafana
4 3 (0.89%) Kibana
5 1 (0.30%) Hadoop YARN
5 1 (0.30%) Kubernetes
5 1 (0.30%) Systems Management Server (SMS)
Vendors
1 87 (25.74%) Tableau
2 76 (22.49%) Microsoft
3 29 (8.58%) Cognos
4 24 (7.10%) Oracle
4 24 (7.10%) SAP
5 21 (6.21%) Google
6 18 (5.33%) MicroStrategy
7 17 (5.03%) Adobe
8 11 (3.25%) Teradata
9 9 (2.66%) IBM
10 8 (2.37%) Cloudera
10 8 (2.37%) Informatica
10 8 (2.37%) Omniture
11 7 (2.07%) Birst
11 7 (2.07%) Facebook
11 7 (2.07%) Intel
12 6 (1.78%) Atlassian
13 5 (1.48%) Capita
13 5 (1.48%) IFS
14 4 (1.18%) Logi