Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > East of England
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 157 207 272
Rank change year-on-year +50 +65 +7
Permanent jobs citing Visualisation 233 171 121
As % of all permanent IT jobs advertised in the East of England 1.89% 1.40% 0.85%
As % of the Processes & Methodologies category 2.12% 1.57% 0.95%
Number of salaries quoted 161 144 96
East of England median annual salary £52,500 £40,000 £50,000
Median salary % change year-on-year +31.25% -20.00% +17.65%
10th Percentile £31,250 £28,374 £30,000
90th Percentile £77,500 £67,500 £65,000
England median annual salary £53,500 £52,500 £52,500
% change year-on-year +1.90% - +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 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 11,003 10,914 12,776
As % of all permanent IT jobs advertised in the East of England 89.04% 89.33% 89.53%
Number of salaries quoted 8,381 8,787 10,342
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £72,500 £67,500 £67,500
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 27 May 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 27 May 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 +39 102 £50,000 +25.00% 7
Cambridgeshire -37 62 £42,500 +6.25% 21
Essex +45 49 £60,000 +86.57%
Suffolk +27 14 £55,000 +22.22% 1
Norfolk +19 4 £37,500 -37.50%
Bedfordshire +9 2 £56,250 +2.27% 1
Visualisation
England

For the 6 months to 27 May 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.

1 132 (56.65%) Data Visualisation
2 120 (51.50%) SQL
3 112 (48.07%) Tableau
4 98 (42.06%) Business Intelligence
5 76 (32.62%) Hadoop
6 74 (31.76%) Analytics
7 55 (23.61%) Degree
7 55 (23.61%) Big Data
8 53 (22.75%) Data Warehouse
9 48 (20.60%) Analytical Skills
10 46 (19.74%) SQL Server
11 42 (18.03%) Decision-Making
12 41 (17.60%) Power BI
12 41 (17.60%) ETL
13 38 (16.31%) JavaScript
13 38 (16.31%) Python
13 38 (16.31%) User Experience
13 38 (16.31%) Relational Database
14 36 (15.45%) E-Commerce
14 36 (15.45%) SQL Server Reporting Services
14 36 (15.45%) Data Analysis
15 34 (14.59%) Computer Science
16 32 (13.73%) Microsoft
17 31 (13.30%) SQL Server Integration Services
18 30 (12.88%) Retail
18 30 (12.88%) Alteryx
19 29 (12.45%) C++
20 28 (12.02%) Data Science
20 28 (12.02%) Problem-Solving
21 27 (11.59%) Machine Learning

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 26 (11.16%) Apache Spark
2 9 (3.86%) Apache Pig
3 5 (2.15%) SAS
3 5 (2.15%) SharePoint
4 1 (0.43%) Exchange Server 2007
4 1 (0.43%) Exchange Server 2010
4 1 (0.43%) Exchange Server 2013
4 1 (0.43%) MS Exchange
4 1 (0.43%) OpenStack
4 1 (0.43%) WordPress
Applications
1 27 (11.59%) Microsoft Excel
2 10 (4.29%) Weka
3 7 (3.00%) Spreadsheet
4 2 (0.86%) Adobe Illustrator
4 2 (0.86%) Microsoft PowerPoint
4 2 (0.86%) Photoshop
5 1 (0.43%) Adobe Creative Suite
5 1 (0.43%) InDesign
5 1 (0.43%) InVision
5 1 (0.43%) Maya
5 1 (0.43%) Microsoft Office
5 1 (0.43%) NUKE
5 1 (0.43%) SPSS
Business Applications
1 4 (1.72%) Cognos Business Intelligence
1 4 (1.72%) Cognos TM1
2 1 (0.43%) Dynamics CRM
Cloud Services
1 19 (8.15%) Microsoft Azure
2 17 (7.30%) Adobe Analytics
3 15 (6.44%) Amazon AWS
4 11 (4.72%) Google Analytics
5 4 (1.72%) Amazon S3
6 3 (1.29%) Amazon EMR
6 3 (1.29%) Serverless
7 1 (0.43%) Adobe Creative Cloud
7 1 (0.43%) G Suite
7 1 (0.43%) GitHub
7 1 (0.43%) Google Cloud Platform
7 1 (0.43%) npm
7 1 (0.43%) Office 365
7 1 (0.43%) SaaS
Communications & Networking
1 1 (0.43%) DHCP
1 1 (0.43%) DNS
1 1 (0.43%) Ethernet
1 1 (0.43%) LAN
1 1 (0.43%) SMS
1 1 (0.43%) Software-Defined Networking
1 1 (0.43%) TCP/IP
1 1 (0.43%) WAN
Database & Business Intelligence
1 76 (32.62%) Hadoop
2 55 (23.61%) Big Data
3 53 (22.75%) Data Warehouse
4 46 (19.74%) SQL Server
5 41 (17.60%) Power BI
6 38 (16.31%) Relational Database
7 36 (15.45%) SQL Server Reporting Services
8 31 (13.30%) SQL Server Integration Services
9 22 (9.44%) NoSQL
9 22 (9.44%) SQL Server Analysis Services
10 20 (8.58%) Data Mining
11 18 (7.73%) Semantic Layer
12 13 (5.58%) MongoDB
13 11 (4.72%) RDBMS
14 9 (3.86%) Apache Cassandra
14 9 (3.86%) Apache Hive
14 9 (3.86%) HBase
14 9 (3.86%) Impala
14 9 (3.86%) Mahout
15 8 (3.43%) Snowflake Schema
Development Applications
1 9 (3.86%) Git (software)
2 8 (3.43%) SQL Server Management Studio (SSMS)
3 7 (3.00%) Visual Studio
4 6 (2.58%) JIRA
5 5 (2.15%) Jenkins
6 3 (1.29%) LabVIEW
6 3 (1.29%) Subversion
6 3 (1.29%) Team Foundation Server
6 3 (1.29%) TeamCity
7 2 (0.86%) Redmine
8 1 (0.43%) Bugzilla
8 1 (0.43%) CruiseControl
8 1 (0.43%) Cucumber
8 1 (0.43%) Grunt
8 1 (0.43%) gulp
8 1 (0.43%) MSTest
8 1 (0.43%) NUnit
8 1 (0.43%) Selenium
8 1 (0.43%) WebDriver
8 1 (0.43%) webpack
General
1 30 (12.88%) Retail
2 25 (10.73%) Marketing
3 18 (7.73%) Publishing
4 13 (5.58%) Automotive
5 9 (3.86%) Advertising
5 9 (3.86%) Finance
6 6 (2.58%) Pharmaceutical
7 4 (1.72%) Games
8 2 (0.86%) Law
8 2 (0.86%) Legal
9 1 (0.43%) Telecoms
Job Titles
1 70 (30.04%) Analyst
2 58 (24.89%) Developer
3 30 (12.88%) Business Intelligence Analyst
3 30 (12.88%) Performance Manager
4 22 (9.44%) Data Scientist
5 19 (8.15%) Business Analyst
6 18 (7.73%) Business Intelligence Business Analyst
7 15 (6.44%) Analytics Manager
7 15 (6.44%) Architect
7 15 (6.44%) Data Analyst
8 14 (6.01%) Business Intelligence Developer
8 14 (6.01%) Software Developer
9 12 (5.15%) Senior Analyst
9 12 (5.15%) Software Engineer
10 10 (4.29%) Big Data Engineer
10 10 (4.29%) Business Intelligence Specialist
11 9 (3.86%) Data Engineer
11 9 (3.86%) Full Stack Developer
11 9 (3.86%) Hadoop Engineer
11 9 (3.86%) SQL Developer
Libraries, Frameworks & Software Standards
1 16 (6.87%) CSS
2 15 (6.44%) HTML
2 15 (6.44%) Node.js
2 15 (6.44%) React
3 13 (5.58%) .NET
4 11 (4.72%) AngularJS
5 9 (3.86%) Kafka
5 9 (3.86%) RabbitMQ
5 9 (3.86%) WCF
6 8 (3.43%) DirectX
6 8 (3.43%) OpenGL
7 7 (3.00%) Unity (Game Engine)
7 7 (3.00%) WPF
8 6 (2.58%) NumPy
8 6 (2.58%) Web Services
9 5 (2.15%) GraphQL
10 4 (1.72%) RESTful
11 2 (0.86%) CSS3
11 2 (0.86%) HTML5
11 2 (0.86%) XML
Miscellaneous
1 48 (20.60%) Analytical Skills
2 38 (16.31%) User Experience
3 34 (14.59%) Computer Science
4 22 (9.44%) Algorithms
5 13 (5.58%) Greenfield Project
6 7 (3.00%) 3D Graphics
7 5 (2.15%) Data Structures
8 4 (1.72%) Life Science
8 4 (1.72%) Self-Motivation
9 2 (0.86%) Animation
9 2 (0.86%) Data Centre
9 2 (0.86%) Linux Command Line
10 1 (0.43%) Blog
10 1 (0.43%) Fintech
10 1 (0.43%) Graphic Design
10 1 (0.43%) Management Information System
10 1 (0.43%) Motion Graphics
Operating Systems
1 12 (5.15%) Windows
2 9 (3.86%) Linux
3 1 (0.43%) Windows Server
3 1 (0.43%) Windows Server 2003
3 1 (0.43%) Windows Server 2008
3 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 132 (56.65%) Data Visualisation
2 98 (42.06%) Business Intelligence
3 74 (31.76%) Analytics
4 42 (18.03%) Decision-Making
5 41 (17.60%) ETL
6 36 (15.45%) Data Analysis
6 36 (15.45%) E-Commerce
7 28 (12.02%) Data Science
7 28 (12.02%) Problem-Solving
8 27 (11.59%) Machine Learning
9 26 (11.16%) Coaching
9 26 (11.16%) Software Engineering
10 22 (9.44%) Agile Software Development
11 21 (9.01%) Data Architecture
12 19 (8.15%) Mathematics
13 17 (7.30%) Commercial Awareness
13 17 (7.30%) Data Management
13 17 (7.30%) Digital Analytics
13 17 (7.30%) Due Diligence
13 17 (7.30%) OO
Programming Languages
1 120 (51.50%) SQL
2 38 (16.31%) JavaScript
2 38 (16.31%) Python
3 29 (12.45%) C++
4 20 (8.58%) C#
5 19 (8.15%) T-SQL
6 18 (7.73%) R
7 14 (6.01%) C
8 12 (5.15%) Data Analysis Expressions (DAX)
8 12 (5.15%) VBA
9 11 (4.72%) MATLAB
10 9 (3.86%) Java
11 5 (2.15%) PHP
11 5 (2.15%) VB
12 2 (0.86%) TypeScript
13 1 (0.43%) Google Apps Script
Qualifications
1 55 (23.61%) Degree
2 14 (6.01%) PhD
3 10 (4.29%) Master's Degree
4 7 (3.00%) Computer Science Degree
5 5 (2.15%) Numerate Degree
6 2 (0.86%) TOGAF Certification
7 1 (0.43%) CBAP
7 1 (0.43%) ISEB
Quality Assurance & Compliance
1 5 (2.15%) GDPR
2 3 (1.29%) Data Quality
2 3 (1.29%) ISO/IEC 27001
3 1 (0.43%) QA
System Software
1 14 (6.01%) Docker
2 9 (3.86%) Apache Flume
2 9 (3.86%) HDFS
3 2 (0.86%) VMware Infrastructure
4 1 (0.43%) Active Directory
4 1 (0.43%) Hyper-V
Systems Management
1 4 (1.72%) Systems Management Server (SMS)
2 3 (1.29%) Opscode Chef
2 3 (1.29%) Puppet
Vendors
1 112 (48.07%) Tableau
2 32 (13.73%) Microsoft
3 30 (12.88%) Alteryx
4 25 (10.73%) Adobe
5 15 (6.44%) Google
6 12 (5.15%) MicroStrategy
6 12 (5.15%) Oracle
6 12 (5.15%) Teradata
7 9 (3.86%) Cloudera
7 9 (3.86%) Hortonworks
7 9 (3.86%) MapR
8 7 (3.00%) Cognos
9 4 (1.72%) Cisco
9 4 (1.72%) TIBCO
10 3 (1.29%) SAP
10 3 (1.29%) Symantec
11 2 (0.86%) Sybase
11 2 (0.86%) TOWER Software
11 2 (0.86%) VMware
12 1 (0.43%) BT