Period
to 21 February 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Visualisation
England > East of England
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 156 199 271
Rank change year-on-year +43 +72 +1
Permanent jobs citing Visualisation 235 183 126
As % of all permanent IT jobs advertised in the East of England 1.88% 1.44% 0.85%
As % of the Processes & Methodologies category 2.13% 1.62% 0.97%
Number of salaries quoted 183 158 95
East of England median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% +12.50%
10th Percentile £35,000 £32,500 £30,000
90th Percentile £77,500 £66,625 £65,000
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 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 11,015 11,269 12,957
As % of all permanent IT jobs advertised in the East of England 88.14% 88.88% 87.32%
Number of salaries quoted 8,917 9,170 10,468
East of England median annual salary £50,000 £45,025 £45,000
Median salary % change year-on-year +11.05% +0.06% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £68,250
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 February 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 21 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
Cambridgeshire -31 93 £50,000 +25.00% 29
Hertfordshire +11 66 £50,000 +42.86% 11
Essex +47 55 £60,000 +6.67% 2
Suffolk +16 12 £55,000 +22.22% 4
Bedfordshire +20 7 £70,000 +27.27% 2
Norfolk - 2 £31,750 -
Visualisation
England

For the 6 months to 21 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 East of England region with a requirement for Visualisation.

1 154 (65.53%) Data Visualisation
2 101 (42.98%) Tableau
3 80 (34.04%) Business Intelligence
4 78 (33.19%) Degree
5 74 (31.49%) SQL
6 72 (30.64%) JavaScript
7 65 (27.66%) Hadoop
7 65 (27.66%) Big Data
8 64 (27.23%) Relational Database
9 58 (24.68%) HTML
10 57 (24.26%) CSS
11 55 (23.40%) Data Warehouse
11 55 (23.40%) Analytical Skills
12 53 (22.55%) Analytics
13 50 (21.28%) Python
14 49 (20.85%) Computer Science
15 43 (18.30%) Software Engineering
15 43 (18.30%) Data Science
16 39 (16.60%) User Experience
17 36 (15.32%) Algorithms
18 35 (14.89%) React
19 34 (14.47%) Machine Learning
20 33 (14.04%) Mathematics
21 30 (12.77%) Node.js
21 30 (12.77%) SQL Server
22 29 (12.34%) Agile Software Development
22 29 (12.34%) Data Analysis
22 29 (12.34%) AngularJS
22 29 (12.34%) Apache Spark
23 28 (11.91%) Data Architecture

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 29 (12.34%) Apache Spark
2 9 (3.83%) Apache Pig
3 6 (2.55%) JBoss
3 6 (2.55%) WildFly
4 5 (2.13%) SAS
5 4 (1.70%) Elasticsearch
6 3 (1.28%) Oracle SOA Suite
7 1 (0.43%) NServiceBus
Applications
1 10 (4.26%) Photoshop
2 9 (3.83%) Weka
3 5 (2.13%) Microsoft Excel
4 3 (1.28%) SPSS
5 2 (0.85%) Maya
6 1 (0.43%) Microsoft PowerPoint
6 1 (0.43%) NUKE
6 1 (0.43%) SOLIDWORKS
Cloud Services
1 16 (6.81%) Amazon AWS
2 14 (5.96%) Microsoft Azure
3 6 (2.55%) Amazon S3
4 5 (2.13%) Adobe Analytics
4 5 (2.13%) Google Analytics
4 5 (2.13%) Serverless
5 2 (0.85%) Amazon EMR
5 2 (0.85%) Cloud Computing
6 1 (0.43%) AWS CloudFormation
6 1 (0.43%) AWS Lambda
6 1 (0.43%) SaaS
Communications & Networking
1 2 (0.85%) 4G
1 2 (0.85%) 5G
1 2 (0.85%) Ethernet
1 2 (0.85%) Internet
1 2 (0.85%) LTE
1 2 (0.85%) Wireless
2 1 (0.43%) HTTP
Database & Business Intelligence
1 65 (27.66%) Big Data
1 65 (27.66%) Hadoop
2 64 (27.23%) Relational Database
3 55 (23.40%) Data Warehouse
4 30 (12.77%) SQL Server
5 27 (11.49%) RDBMS
6 26 (11.06%) Semantic Layer
7 22 (9.36%) NoSQL
8 18 (7.66%) Spotfire
8 18 (7.66%) SQL Server Integration Services
9 16 (6.81%) MongoDB
10 14 (5.96%) Power BI
10 14 (5.96%) SQL Server Reporting Services
11 12 (5.11%) Geospatial Data
11 12 (5.11%) Qlik Sense
12 10 (4.26%) Apache Hive
12 10 (4.26%) QlikView
13 9 (3.83%) Apache Cassandra
13 9 (3.83%) HBase
13 9 (3.83%) Mahout
Development Applications
1 12 (5.11%) Git (software)
2 10 (4.26%) Visual Studio
3 3 (1.28%) Jenkins
3 3 (1.28%) Team Foundation Server
3 3 (1.28%) TeamCity
4 1 (0.43%) Axure RP
4 1 (0.43%) Balsamiq Mockups
4 1 (0.43%) PhantomJS
4 1 (0.43%) Selenium
General
1 27 (11.49%) Retail
2 26 (11.06%) Publishing
3 20 (8.51%) Automotive
4 18 (7.66%) Marketing
5 6 (2.55%) Finance
5 6 (2.55%) Games
6 5 (2.13%) Pharmaceutical
7 3 (1.28%) Telecoms
8 1 (0.43%) Advertising
8 1 (0.43%) Legal
8 1 (0.43%) Multimedia
Job Titles
1 80 (34.04%) Developer
2 45 (19.15%) Analyst
3 37 (15.74%) Data Scientist
4 27 (11.49%) Business Analyst
5 26 (11.06%) Business Intelligence Analyst
5 26 (11.06%) Business Intelligence Business Analyst
6 23 (9.79%) Full Stack Developer
7 21 (8.94%) Architect
8 19 (8.09%) Business Intelligence Specialist
8 19 (8.09%) JavaScript Developer
9 16 (6.81%) React Developer
10 15 (6.38%) Angular Developer
10 15 (6.38%) Node.js Developer
10 15 (6.38%) Performance Manager
11 14 (5.96%) Spotfire Developer
12 13 (5.53%) Business Intelligence Developer
12 13 (5.53%) Senior Developer
12 13 (5.53%) Software Developer
13 12 (5.11%) Tableau Specialist
14 11 (4.68%) SQL Developer
Libraries, Frameworks & Software Standards
1 58 (24.68%) HTML
2 57 (24.26%) CSS
3 35 (14.89%) React
4 30 (12.77%) Node.js
5 29 (12.34%) AngularJS
6 19 (8.09%) .NET
7 13 (5.53%) WCF
8 11 (4.68%) DirectX
8 11 (4.68%) OpenGL
9 10 (4.26%) WPF
10 9 (3.83%) Kafka
10 9 (3.83%) RabbitMQ
10 9 (3.83%) Unity (Game Engine)
11 8 (3.40%) NumPy
11 8 (3.40%) Web Services
12 6 (2.55%) HTML5
12 6 (2.55%) Java EE
12 6 (2.55%) Spring
13 5 (2.13%) KnockoutJS
14 4 (1.70%) ASP.NET Web API
Miscellaneous
1 55 (23.40%) Analytical Skills
2 49 (20.85%) Computer Science
3 39 (16.60%) User Experience
4 36 (15.32%) Algorithms
5 13 (5.53%) Life Science
6 12 (5.11%) Data Structures
7 11 (4.68%) Mobile App
8 8 (3.40%) 3D Graphics
8 8 (3.40%) Linux Command Line
9 7 (2.98%) Management Information System
10 2 (0.85%) Data Centre
10 2 (0.85%) Greenfield Project
11 1 (0.43%) Analytical Mindset
11 1 (0.43%) Animation
11 1 (0.43%) Clustering
11 1 (0.43%) Fintech
11 1 (0.43%) Social Media
11 1 (0.43%) Social Network
Operating Systems
1 13 (5.53%) Linux
2 11 (4.68%) Windows
Processes & Methodologies
1 154 (65.53%) Data Visualisation
2 80 (34.04%) Business Intelligence
3 53 (22.55%) Analytics
4 43 (18.30%) Data Science
4 43 (18.30%) Software Engineering
5 34 (14.47%) Machine Learning
6 33 (14.04%) Mathematics
7 29 (12.34%) Agile Software Development
7 29 (12.34%) Data Analysis
8 28 (11.91%) Data Architecture
9 26 (11.06%) Data Analytics
10 23 (9.79%) OO
11 22 (9.36%) ETL
12 21 (8.94%) Data Management
13 18 (7.66%) SDLC
14 17 (7.23%) Data Modelling
14 17 (7.23%) Mentoring
15 16 (6.81%) Statistics
16 15 (6.38%) E-Commerce
17 14 (5.96%) Scrum
Programming Languages
1 74 (31.49%) SQL
2 72 (30.64%) JavaScript
3 50 (21.28%) Python
4 25 (10.64%) C++
5 22 (9.36%) C#
6 19 (8.09%) Java
7 17 (7.23%) PHP
8 14 (5.96%) MATLAB
8 14 (5.96%) R
9 11 (4.68%) T-SQL
10 10 (4.26%) C
11 5 (2.13%) GraphQL
12 4 (1.70%) Scala
13 3 (1.28%) VB
14 2 (0.85%) GLSL
14 2 (0.85%) VB.NET
15 1 (0.43%) Data Analysis Expressions (DAX)
15 1 (0.43%) ES6
15 1 (0.43%) MAXScript
15 1 (0.43%) Tcl
Qualifications
1 78 (33.19%) Degree
2 20 (8.51%) PhD
3 10 (4.26%) Master's Degree
4 7 (2.98%) Computer Science Degree
5 5 (2.13%) Numerate Degree
6 3 (1.28%) Security Cleared
Quality Assurance & Compliance
1 5 (2.13%) ISO/IEC 27001
2 3 (1.28%) GDPR
3 1 (0.43%) Data Quality
System Software
1 15 (6.38%) Docker
2 9 (3.83%) Apache Flume
2 9 (3.83%) HDFS
Systems Management
1 3 (1.28%) Opscode Chef
1 3 (1.28%) Puppet
2 2 (0.85%) Systems Management Server (SMS)
3 1 (0.43%) Terraform
Vendors
1 101 (42.98%) Tableau
2 24 (10.21%) Microsoft
3 21 (8.94%) Oracle
4 15 (6.38%) Alteryx
4 15 (6.38%) Cisco
4 15 (6.38%) Symantec
5 13 (5.53%) TIBCO
6 10 (4.26%) Adobe
7 9 (3.83%) Cloudera
7 9 (3.83%) Hortonworks
7 9 (3.83%) MapR
8 8 (3.40%) Google
9 5 (2.13%) MicroStrategy
9 5 (2.13%) Teradata
10 4 (1.70%) Cognos
11 3 (1.28%) SAP
12 2 (0.85%) Intel
12 2 (0.85%) TOWER Software
12 2 (0.85%) Twitter