Period
to 26 September 2018

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 26 September 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > East of England
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 171 218 258
Rank change year-on-year +47 +40 +47
Permanent jobs citing Visualisation 184 156 114
As % of all permanent IT jobs advertised in the East of England 1.66% 1.32% 0.87%
As % of the Processes & Methodologies category 1.85% 1.47% 0.97%
Number of salaries quoted 154 118 84
East of England median annual salary £43,000 £44,500 £50,500
Median salary % change year-on-year -3.37% -11.88% +12.22%
10th Percentile £32,500 £32,125 £34,000
90th Percentile £72,125 £61,875 £60,875
England median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +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 9,929 10,612 11,779
As % of all permanent IT jobs advertised in the East of England 89.72% 89.98% 89.81%
Number of salaries quoted 7,351 8,613 9,796
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +1.12%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 26 September 2018.

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 26 September 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
Hertfordshire +85 103 £45,000 +3.45% 14
Cambridgeshire -7 57 £44,000 -2.22% 18
Essex +11 9 £37,500 +5.30% 3
Suffolk +7 7 £43,500 -22.67% 2
Norfolk +19 5 £35,000 -28.21% 1
Bedfordshire -10 3 £72,500 +16.00% 10
Visualisation
England

For the 6 months to 26 September 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 East of England region with a requirement for Visualisation.

1 97 (52.72%) SQL
2 71 (38.59%) Data Visualisation
3 68 (36.96%) Business Intelligence
4 61 (33.15%) SQL Server Reporting Services
4 61 (33.15%) Power BI
5 58 (31.52%) Microsoft
6 57 (30.98%) Python
7 54 (29.35%) SQL Server
8 52 (28.26%) Degree
9 51 (27.72%) Analytics
10 49 (26.63%) Big Data
11 47 (25.54%) Tableau
12 45 (24.46%) Analytical Skills
13 44 (23.91%) SQL Server Integration Services
14 43 (23.37%) T-SQL
15 37 (20.11%) SQL Server Analysis Services
16 35 (19.02%) ETL
17 34 (18.48%) Microsoft Excel
17 34 (18.48%) Marketing
18 33 (17.93%) Decision-Making
19 32 (17.39%) Data Warehouse
19 32 (17.39%) C#
20 31 (16.85%) C++
20 31 (16.85%) JavaScript
21 30 (16.30%) Computer Science
21 30 (16.30%) Machine Learning
22 29 (15.76%) Web Development
23 28 (15.22%) Java
24 27 (14.67%) C
24 27 (14.67%) Data Analysis

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 13 (7.07%) Apache Spark
2 5 (2.72%) OpenStack
2 5 (2.72%) SharePoint
3 2 (1.09%) WebLogic
4 1 (0.54%) Apache Pig
4 1 (0.54%) Exchange Server 2007
4 1 (0.54%) Exchange Server 2010
4 1 (0.54%) Exchange Server 2013
4 1 (0.54%) MS Exchange
4 1 (0.54%) WordPress
Applications
1 34 (18.48%) Microsoft Excel
2 3 (1.63%) Spreadsheet
3 2 (1.09%) InVision
3 2 (1.09%) Microsoft Office
3 2 (1.09%) Photoshop
4 1 (0.54%) Adobe Creative Suite
4 1 (0.54%) Adobe Illustrator
4 1 (0.54%) InDesign
4 1 (0.54%) Maya
Business Applications
1 13 (7.07%) Cognos Business Intelligence
1 13 (7.07%) Cognos TM1
2 1 (0.54%) Dynamics CRM
Cloud Services
1 16 (8.70%) Microsoft Azure
2 13 (7.07%) Adobe Analytics
3 10 (5.43%) Office 365
4 9 (4.89%) Google Analytics
5 8 (4.35%) Amazon AWS
6 4 (2.17%) Amazon EMR
6 4 (2.17%) Azure Data Factory
7 2 (1.09%) Cloud Computing
7 2 (1.09%) SaaS
8 1 (0.54%) Amazon S3
8 1 (0.54%) G Suite
8 1 (0.54%) Google Cloud Platform
Communications & Networking
1 2 (1.09%) HTTP
1 2 (1.09%) HTTPS
1 2 (1.09%) Internet
1 2 (1.09%) Radio Access Network
1 2 (1.09%) SMS
1 2 (1.09%) SSL
2 1 (0.54%) DHCP
2 1 (0.54%) DNS
2 1 (0.54%) LAN
2 1 (0.54%) TCP/IP
2 1 (0.54%) WAN
Database & Business Intelligence
1 61 (33.15%) Power BI
1 61 (33.15%) SQL Server Reporting Services
2 54 (29.35%) SQL Server
3 49 (26.63%) Big Data
4 44 (23.91%) SQL Server Integration Services
5 37 (20.11%) SQL Server Analysis Services
6 32 (17.39%) Data Warehouse
7 19 (10.33%) Hadoop
8 17 (9.24%) Data Mining
9 16 (8.70%) Microsoft Analysis Services
10 15 (8.15%) NoSQL
11 7 (3.80%) OLAP
12 5 (2.72%) Apache Hive
12 5 (2.72%) BusinessObjects
13 4 (2.17%) MongoDB
13 4 (2.17%) MySQL
13 4 (2.17%) SQL Server 2012
14 3 (1.63%) Oracle Reports
14 3 (1.63%) SQL Server 2008
14 3 (1.63%) WebFOCUS
Development Applications
1 21 (11.41%) JIRA
2 17 (9.24%) Git (software)
3 16 (8.70%) LabVIEW
3 16 (8.70%) Subversion
4 15 (8.15%) Redmine
5 2 (1.09%) git-flow
5 2 (1.09%) Grunt
5 2 (1.09%) gulp
5 2 (1.09%) JUnit
5 2 (1.09%) MSTest
5 2 (1.09%) NUnit
5 2 (1.09%) SQL Server Management Studio (SSMS)
5 2 (1.09%) Visual Studio
6 1 (0.54%) Bugzilla
6 1 (0.54%) CruiseControl
6 1 (0.54%) Cucumber
6 1 (0.54%) Jenkins
6 1 (0.54%) Selenium
6 1 (0.54%) Team Foundation Server
6 1 (0.54%) WebDriver
General
1 34 (18.48%) Marketing
2 25 (13.59%) Retail
3 22 (11.96%) Finance
4 7 (3.80%) Law
5 3 (1.63%) Games
6 2 (1.09%) Advertising
6 2 (1.09%) Telecoms
7 1 (0.54%) Automotive
Job Titles
1 82 (44.57%) Developer
2 42 (22.83%) Analyst
3 26 (14.13%) Business Intelligence Developer
4 20 (10.87%) Software Developer
5 19 (10.33%) Java Developer
6 17 (9.24%) Data Analyst
7 15 (8.15%) Product Manager
8 14 (7.61%) Graduate
9 13 (7.07%) Microsoft Developer
10 12 (6.52%) Graduate Developer
10 12 (6.52%) Graduate Java Developer
10 12 (6.52%) Microsoft BI Developer
10 12 (6.52%) Senior Analyst
11 11 (5.98%) Data Scientist
12 10 (5.43%) Business Developer
12 10 (5.43%) Lead Product Manager
13 9 (4.89%) Senior Developer
14 7 (3.80%) Software Engineer
14 7 (3.80%) SQL Developer
14 7 (3.80%) Web Developer
Libraries, Frameworks & Software Standards
1 19 (10.33%) AngularJS
2 16 (8.70%) Node.js
3 8 (4.35%) HTML
3 8 (4.35%) MDX
4 6 (3.26%) CSS
4 6 (3.26%) React
5 5 (2.72%) Keras
5 5 (2.72%) NumPy
5 5 (2.72%) Pandas
5 5 (2.72%) scikit-learn
5 5 (2.72%) SciPy
6 4 (2.17%) .NET
6 4 (2.17%) D3.js
6 4 (2.17%) Kafka
6 4 (2.17%) Spring
7 3 (1.63%) HTML5
7 3 (1.63%) Unity (Game Engine)
7 3 (1.63%) XML
8 2 (1.09%) ASP.NET Web Forms
8 2 (1.09%) React Native
Miscellaneous
1 45 (24.46%) Analytical Skills
2 30 (16.30%) Computer Science
3 26 (14.13%) Algorithms
4 18 (9.78%) User Experience
5 14 (7.61%) Greenfield Project
6 5 (2.72%) Life Science
6 5 (2.72%) Private Cloud
7 2 (1.09%) 3D Graphics
7 2 (1.09%) Animation
7 2 (1.09%) iPhone
8 1 (0.54%) Analytical Mindset
8 1 (0.54%) Data Structures
8 1 (0.54%) Graphic Design
8 1 (0.54%) Internet of Things
8 1 (0.54%) Management Information System
Operating Systems
1 6 (3.26%) Linux
2 4 (2.17%) Windows
3 2 (1.09%) Android
3 2 (1.09%) Windows Phone
4 1 (0.54%) Windows Server
4 1 (0.54%) Windows Server 2003
4 1 (0.54%) Windows Server 2008
4 1 (0.54%) Windows Server 2012
Processes & Methodologies
1 71 (38.59%) Data Visualisation
2 68 (36.96%) Business Intelligence
3 51 (27.72%) Analytics
4 35 (19.02%) ETL
5 33 (17.93%) Decision-Making
6 30 (16.30%) Machine Learning
7 29 (15.76%) Web Development
8 27 (14.67%) Data Analysis
9 24 (13.04%) Software Engineering
10 21 (11.41%) Distributed Algorithms
10 21 (11.41%) Multithreading
11 20 (10.87%) Agile Software Development
11 20 (10.87%) Business Analysis
12 18 (9.78%) Mentoring
13 16 (8.70%) Collaborative Working
13 16 (8.70%) DevOps
14 15 (8.15%) Capacity Planning
14 15 (8.15%) Data Science
14 15 (8.15%) Planning and Forecasting
14 15 (8.15%) Problem-Solving
Programming Languages
1 97 (52.72%) SQL
2 57 (30.98%) Python
3 43 (23.37%) T-SQL
4 32 (17.39%) C#
5 31 (16.85%) C++
5 31 (16.85%) JavaScript
6 28 (15.22%) Java
7 27 (14.67%) C
8 16 (8.70%) VBA
9 10 (5.43%) Data Analysis Expressions (DAX)
10 8 (4.35%) R
11 3 (1.63%) TypeScript
12 2 (1.09%) ES6
12 2 (1.09%) MATLAB
12 2 (1.09%) Objective-C
13 1 (0.54%) Google Apps Script
13 1 (0.54%) Perl
13 1 (0.54%) PHP
13 1 (0.54%) Scala
13 1 (0.54%) VB
Qualifications
1 52 (28.26%) Degree
2 18 (9.78%) Computer Science Degree
3 11 (5.98%) PhD
4 2 (1.09%) CBAP
4 2 (1.09%) DV Cleared
4 2 (1.09%) ISEB
4 2 (1.09%) Numerate Degree
4 2 (1.09%) Security Cleared
Quality Assurance & Compliance
1 5 (2.72%) Actionable Recommendations
2 2 (1.09%) Data Quality
3 1 (0.54%) PMO
3 1 (0.54%) QA
System Software
1 1 (0.54%) Active Directory
1 1 (0.54%) Docker
1 1 (0.54%) Hyper-V
1 1 (0.54%) VMware Infrastructure
Vendors
1 58 (31.52%) Microsoft
2 47 (25.54%) Tableau
3 18 (9.78%) Cognos
4 15 (8.15%) Adobe
4 15 (8.15%) Alteryx
5 14 (7.61%) Google
6 6 (3.26%) MicroStrategy
7 5 (2.72%) Teradata
8 4 (2.17%) Cisco
8 4 (2.17%) Hortonworks
9 3 (1.63%) Oracle
10 2 (1.09%) Atlassian
10 2 (1.09%) IBM
10 2 (1.09%) SAP
10 2 (1.09%) Sybase
11 1 (0.54%) Apple
11 1 (0.54%) Dell
11 1 (0.54%) Perforce
11 1 (0.54%) Symantec
11 1 (0.54%) VMware