Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 > East of England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 181 229 301
Rank change year-on-year +48 +72 -17
Permanent jobs citing Visualisation 197 144 90
As % of all permanent IT jobs advertised in the East of England 1.62% 1.09% 0.59%
As % of the Processes & Methodologies category 1.84% 1.23% 0.68%
Number of salaries quoted 159 110 73
East of England median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £33,556 £32,500 £28,800
90th Percentile £68,000 £62,500 £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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10699 11661 13281
As % of all permanent IT jobs advertised in the East of England 88.06% 88.55% 87.12%
Number of salaries quoted 8689 9618 10915
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.57%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £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 East of England

Job postings citing Visualisation as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Visualisation in the East of England

Visualisation
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in the East of England.

Salary trend for Visualisation in the East of England

Visualisation
Salary Histogram in the East of England

The salary distribution of IT jobs citing Visualisation in the East of England over the 6 months to 21 November 2017.

Salary histogram for Visualisation in the East of England

Visualisation
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the East of England 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
Cambridgeshire -23 91 £50,000 -0.99% 10
Hertfordshire +16 42 £45,000 +28.57% 2
Essex +42 31 £50,000 -14.89% 2
Bedfordshire +35 21 £67,500 +42.11% 2
Suffolk +8 10 £56,250 +25.00% 1
Norfolk - 2 £33,750 -
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 East of England region with a requirement for Visualisation.

1 135 (68.53%) Data Visualisation
2 80 (40.61%) Degree
3 75 (38.07%) HTML
4 74 (37.56%) JavaScript
4 74 (37.56%) CSS
5 62 (31.47%) Tableau
6 61 (30.96%) SQL
7 58 (29.44%) Python
8 56 (28.43%) Business Intelligence
9 52 (26.40%) Computer Science
10 50 (25.38%) Analytical Skills
11 45 (22.84%) Analytics
12 44 (22.34%) Mathematics
12 44 (22.34%) Software Engineering
13 40 (20.30%) Big Data
14 35 (17.77%) Hadoop
15 34 (17.26%) Machine Learning
15 34 (17.26%) Relational Database
16 32 (16.24%) React
16 32 (16.24%) AngularJS
17 30 (15.23%) Node.js
18 29 (14.72%) Microsoft
19 28 (14.21%) Data Warehouse
19 28 (14.21%) SQL Server
19 28 (14.21%) Data Analysis
20 27 (13.71%) Agile Software Development
20 27 (13.71%) Retail
20 27 (13.71%) Algorithms
21 25 (12.69%) User Experience
21 25 (12.69%) R

Visualisation
Co-occurring IT Skills in the East of England 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 (11.68%) Apache Spark
2 16 (8.12%) SAS
3 6 (3.05%) Elasticsearch
4 5 (2.54%) JBoss
4 5 (2.54%) Oracle SOA Suite
4 5 (2.54%) WildFly
5 3 (1.52%) NServiceBus
6 2 (1.02%) Exchange Server 2013
6 2 (1.02%) MS Exchange
Applications
1 16 (8.12%) Photoshop
2 6 (3.05%) Microsoft Excel
3 4 (2.03%) SPSS
4 1 (0.51%) Maya
4 1 (0.51%) SOLIDWORKS
Cloud Services
1 20 (10.15%) Amazon AWS
2 17 (8.63%) Microsoft Azure
3 5 (2.54%) Amazon S3
4 3 (1.52%) Amazon EMR
4 3 (1.52%) Cloud Computing
4 3 (1.52%) SaaS
5 2 (1.02%) Office 365
5 2 (1.02%) Serverless
6 1 (0.51%) Amazon Kinesis
6 1 (0.51%) AWS CloudFormation
6 1 (0.51%) AWS Lambda
6 1 (0.51%) Azure Data Factory
Communications & Networking
1 9 (4.57%) Internet
2 2 (1.02%) 4G
2 2 (1.02%) 5G
2 2 (1.02%) Ethernet
2 2 (1.02%) Firewall
2 2 (1.02%) LTE
2 2 (1.02%) VoIP
2 2 (1.02%) Wireless
3 1 (0.51%) HTTP
Database & Business Intelligence
1 40 (20.30%) Big Data
2 35 (17.77%) Hadoop
3 34 (17.26%) Relational Database
4 28 (14.21%) Data Warehouse
4 28 (14.21%) SQL Server
5 22 (11.17%) Spotfire
6 21 (10.66%) SQL Server Integration Services
7 18 (9.14%) QlikView
7 18 (9.14%) RDBMS
8 16 (8.12%) Geospatial Data
9 14 (7.11%) Power BI
10 12 (6.09%) Apache Hive
10 12 (6.09%) SQL Server Reporting Services
11 11 (5.58%) Impala
12 8 (4.06%) MySQL
12 8 (4.06%) NoSQL
12 8 (4.06%) Qlik Sense
12 8 (4.06%) Semantic Layer
12 8 (4.06%) SQL Server Analysis Services
13 6 (3.05%) BusinessObjects
Development Applications
1 7 (3.55%) Git (software)
2 4 (2.03%) Visual Studio
3 3 (1.52%) PhantomJS
3 3 (1.52%) Selenium
3 3 (1.52%) Team Foundation Server
4 1 (0.51%) Axure RP
4 1 (0.51%) Balsamiq Mockups
General
1 27 (13.71%) Retail
2 19 (9.64%) Marketing
3 12 (6.09%) Finance
4 11 (5.58%) Automotive
5 8 (4.06%) Publishing
6 7 (3.55%) Games
7 6 (3.05%) Multimedia
8 3 (1.52%) Telecoms
9 2 (1.02%) Advertising
10 1 (0.51%) Local Government
10 1 (0.51%) Pharmaceutical
Job Titles
1 75 (38.07%) Developer
2 31 (15.74%) Data Scientist
3 26 (13.20%) Analyst
4 22 (11.17%) Full Stack Developer
5 21 (10.66%) JavaScript Developer
6 19 (9.64%) Angular Developer
6 19 (9.64%) Node.js Developer
7 16 (8.12%) Designer
7 16 (8.12%) Mobile Designer
7 16 (8.12%) Mobile UX Designer
7 16 (8.12%) UX Designer
7 16 (8.12%) Web Applications Designer
7 16 (8.12%) Web Designer
8 15 (7.61%) Business Intelligence Developer
8 15 (7.61%) Spotfire Developer
9 13 (6.60%) Architect
10 12 (6.09%) Business Intelligence Analyst
10 12 (6.09%) Consultant
10 12 (6.09%) Data Analyst
11 11 (5.58%) SAS Consultant
Libraries, Frameworks & Software Standards
1 75 (38.07%) HTML
2 74 (37.56%) CSS
3 32 (16.24%) AngularJS
3 32 (16.24%) React
4 30 (15.23%) Node.js
5 18 (9.14%) Web Services
6 16 (8.12%) .NET
7 11 (5.58%) JSON
8 10 (5.08%) HTML5
9 9 (4.57%) WCF
10 7 (3.55%) CGI
10 7 (3.55%) KnockoutJS
11 6 (3.05%) ASP.NET Web API
11 6 (3.05%) jQuery
11 6 (3.05%) Spring
11 6 (3.05%) WPF
12 5 (2.54%) DirectX
12 5 (2.54%) Java EE
12 5 (2.54%) OpenGL
12 5 (2.54%) Swing
Miscellaneous
1 52 (26.40%) Computer Science
2 50 (25.38%) Analytical Skills
3 27 (13.71%) Algorithms
4 25 (12.69%) User Experience
5 17 (8.63%) Mobile App
6 14 (7.11%) Life Science
7 11 (5.58%) Foreign Exchange (FX)
8 9 (4.57%) Linux Command Line
9 8 (4.06%) Data Structures
10 7 (3.55%) Animation
11 6 (3.05%) Management Information System
12 3 (1.52%) 3D Graphics
12 3 (1.52%) Clustering
12 3 (1.52%) Social Media
12 3 (1.52%) Social Network
13 2 (1.02%) Data Centre
13 2 (1.02%) PDA
14 1 (0.51%) Graphic Design
14 1 (0.51%) Greenfield Project
14 1 (0.51%) Grid Computing
Operating Systems
1 17 (8.63%) Linux
2 12 (6.09%) Windows
3 5 (2.54%) Unix
4 4 (2.03%) Windows 7
5 2 (1.02%) Windows Server
5 2 (1.02%) Windows Server 2012
Processes & Methodologies
1 135 (68.53%) Data Visualisation
2 56 (28.43%) Business Intelligence
3 45 (22.84%) Analytics
4 44 (22.34%) Mathematics
4 44 (22.34%) Software Engineering
5 34 (17.26%) Machine Learning
6 28 (14.21%) Data Analysis
7 27 (13.71%) Agile Software Development
8 24 (12.18%) Statistics
9 18 (9.14%) Data Analytics
9 18 (9.14%) Data Management
9 18 (9.14%) ETL
10 17 (8.63%) Prototyping
11 16 (8.12%) Market Research
11 16 (8.12%) Physics
11 16 (8.12%) Wireframes
12 15 (7.61%) Data Modelling
13 14 (7.11%) SDLC
14 13 (6.60%) Experimental Design
14 13 (6.60%) Rapid Prototyping
Programming Languages
1 74 (37.56%) JavaScript
2 61 (30.96%) SQL
3 58 (29.44%) Python
4 25 (12.69%) R
5 21 (10.66%) Java
6 20 (10.15%) PHP
7 19 (9.64%) C#
8 18 (9.14%) MATLAB
9 12 (6.09%) Perl
10 10 (5.08%) T-SQL
11 8 (4.06%) C++
12 6 (3.05%) MAXScript
12 6 (3.05%) Scala
12 6 (3.05%) Tcl
13 5 (2.54%) C
14 4 (2.03%) VB.NET
15 2 (1.02%) GLSL
16 1 (0.51%) Data Analysis Expressions (DAX)
16 1 (0.51%) ES6
16 1 (0.51%) VBScript
Qualifications
1 80 (40.61%) Degree
2 18 (9.14%) PhD
3 11 (5.58%) Numerate Degree
4 7 (3.55%) Computer Science Degree
5 3 (1.52%) Security Cleared
6 1 (0.51%) ISEB
6 1 (0.51%) Postgraduate
Quality Assurance & Compliance
1 13 (6.60%) Data Quality
2 2 (1.02%) ISO/IEC 27001
System Software
1 11 (5.58%) Apache Flume
2 3 (1.52%) Docker
3 2 (1.02%) Active Directory
3 2 (1.02%) Hyper-V
Systems Management
1 1 (0.51%) Hadoop YARN
1 1 (0.51%) Terraform
Vendors
1 62 (31.47%) Tableau
2 29 (14.72%) Microsoft
3 19 (9.64%) Cisco
3 19 (9.64%) Symantec
4 17 (8.63%) Oracle
5 11 (5.58%) TIBCO
6 6 (3.05%) SAP
7 4 (2.03%) Cognos
7 4 (2.03%) Google
8 2 (1.02%) Intel
8 2 (1.02%) Twitter
9 1 (0.51%) Cloudera
9 1 (0.51%) Hortonworks
9 1 (0.51%) Informatica