Period
to 22 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 22 June 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > East of England
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 242 253 314
Rank change year-on-year +11 +61 +29
Permanent jobs citing Data Visualisation 114 108 74
As % of all permanent IT jobs advertised in the East of England 0.93% 0.88% 0.52%
As % of the Processes & Methodologies category 1.05% 0.99% 0.58%
Number of salaries quoted 86 97 59
East of England median annual salary £55,000 £40,000 £52,500
Median salary % change year-on-year +37.50% -23.81% +26.51%
10th Percentile £31,250 £32,650 £25,804
90th Percentile £80,000 £70,000 £60,000
England median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +5.00%

Data 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 10,878 10,900 12,664
As % of all permanent IT jobs advertised in the East of England 88.77% 89.28% 89.62%
Number of salaries quoted 8,234 8,756 10,321
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £71,250 £68,750 £67,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

Data Visualisation
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Visualisation in the East of England

Data Visualisation
Salary Trend in the East of England

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

Salary trend for Data Visualisation in the East of England

Data Visualisation
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Visualisation in the East of England over the 6 months to 22 June 2018.

Salary histogram for Data Visualisation in the East of England

Data 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 Data Visualisation within the East of England region over the 6 months to 22 June 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 +15 42 £55,000 +37.50% 9
Cambridgeshire -45 33 £38,750 -3.13% 9
Essex +37 27 £75,000 +110.59%
Suffolk +7 10 £43,500 -15.12% 1
Bedfordshire -2 2 £56,250 -43.75% 1
Data Visualisation
England

For the 6 months to 22 June 2018, IT jobs citing Data 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 Data Visualisation.

1 114 (100.00%) Visualisation
2 58 (50.88%) Tableau
3 57 (50.00%) SQL
4 46 (40.35%) Business Intelligence
5 43 (37.72%) Hadoop
6 38 (33.33%) Big Data
7 33 (28.95%) Analytics
8 28 (24.56%) Data Warehouse
9 27 (23.68%) Machine Learning
10 25 (21.93%) Relational Database
11 22 (19.30%) Power BI
11 22 (19.30%) Data Science
11 22 (19.30%) Decision-Making
12 21 (18.42%) Analytical Skills
12 21 (18.42%) Alteryx
12 21 (18.42%) ETL
12 21 (18.42%) Degree
13 19 (16.67%) Microsoft
13 19 (16.67%) Python
13 19 (16.67%) SQL Server
14 18 (15.79%) SQL Server Reporting Services
14 18 (15.79%) Data Analysis
14 18 (15.79%) Apache Spark
14 18 (15.79%) Algorithms
15 17 (14.91%) E-Commerce
16 16 (14.04%) JavaScript
17 15 (13.16%) SQL Server Analysis Services
17 15 (13.16%) Microsoft Azure
17 15 (13.16%) NoSQL
18 14 (12.28%) Mathematics

Data 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 18 (15.79%) Apache Spark
2 7 (6.14%) Apache Pig
3 4 (3.51%) SAS
Applications
1 10 (8.77%) Microsoft Excel
2 8 (7.02%) Weka
3 2 (1.75%) Microsoft PowerPoint
Cloud Services
1 15 (13.16%) Microsoft Azure
2 6 (5.26%) Amazon AWS
3 5 (4.39%) Adobe Analytics
3 5 (4.39%) Google Analytics
4 3 (2.63%) Amazon EMR
5 2 (1.75%) SaaS
6 1 (0.88%) Amazon S3
6 1 (0.88%) Cloud Computing
6 1 (0.88%) GitHub
6 1 (0.88%) npm
Communications & Networking
1 2 (1.75%) SMS
Database & Business Intelligence
1 43 (37.72%) Hadoop
2 38 (33.33%) Big Data
3 28 (24.56%) Data Warehouse
4 25 (21.93%) Relational Database
5 22 (19.30%) Power BI
6 19 (16.67%) SQL Server
7 18 (15.79%) SQL Server Reporting Services
8 15 (13.16%) NoSQL
8 15 (13.16%) SQL Server Analysis Services
9 14 (12.28%) Data Mining
10 12 (10.53%) SQL Server Integration Services
11 9 (7.89%) MongoDB
11 9 (7.89%) RDBMS
11 9 (7.89%) Semantic Layer
12 8 (7.02%) Snowflake Schema
12 8 (7.02%) Star Schema
13 7 (6.14%) Apache Cassandra
13 7 (6.14%) Apache Hive
13 7 (6.14%) HBase
13 7 (6.14%) Mahout
Development Applications
1 8 (7.02%) SQL Server Management Studio (SSMS)
2 2 (1.75%) Grunt
2 2 (1.75%) gulp
2 2 (1.75%) MSTest
2 2 (1.75%) NUnit
2 2 (1.75%) Team Foundation Server
2 2 (1.75%) Visual Studio
3 1 (0.88%) Git (software)
3 1 (0.88%) Jenkins
3 1 (0.88%) webpack
General
1 13 (11.40%) Retail
2 10 (8.77%) Marketing
3 9 (7.89%) Publishing
4 8 (7.02%) Advertising
5 5 (4.39%) Automotive
5 5 (4.39%) Pharmaceutical
6 4 (3.51%) Finance
7 2 (1.75%) Law
Job Titles
1 26 (22.81%) Analyst
2 25 (21.93%) Developer
3 18 (15.79%) Data Scientist
4 16 (14.04%) Business Intelligence Analyst
4 16 (14.04%) Performance Manager
5 13 (11.40%) Analytics Manager
6 11 (9.65%) Architect
7 9 (7.89%) Business Analyst
7 9 (7.89%) Business Intelligence Business Analyst
8 8 (7.02%) Big Data Engineer
9 7 (6.14%) Data Architect
9 7 (6.14%) Data Engineer
9 7 (6.14%) Front End Developer (Client-Side Developer)
9 7 (6.14%) Hadoop Engineer
10 6 (5.26%) Business Intelligence Developer
10 6 (5.26%) Data Analyst
10 6 (5.26%) Product Manager
10 6 (5.26%) SQL Analyst
10 6 (5.26%) SQL Data Analyst
11 5 (4.39%) Java Engineer
Libraries, Frameworks & Software Standards
1 10 (8.77%) React
2 8 (7.02%) HTML
3 7 (6.14%) CSS
3 7 (6.14%) Kafka
3 7 (6.14%) RabbitMQ
4 6 (5.26%) NumPy
5 5 (4.39%) AngularJS
5 5 (4.39%) Node.js
5 5 (4.39%) Web Services
6 4 (3.51%) .NET
6 4 (3.51%) GraphQL
6 4 (3.51%) HTML5
7 3 (2.63%) CSS3
7 3 (2.63%) RESTful
8 2 (1.75%) ASP.NET MVC
8 2 (1.75%) ASP.NET MVC 3
8 2 (1.75%) Kendo UI
8 2 (1.75%) KnockoutJS
8 2 (1.75%) Sass
8 2 (1.75%) SciPy
Miscellaneous
1 21 (18.42%) Analytical Skills
2 18 (15.79%) Algorithms
3 14 (12.28%) Computer Science
4 12 (10.53%) User Experience
5 9 (7.89%) Greenfield Project
6 5 (4.39%) Life Science
7 2 (1.75%) Linux Command Line
8 1 (0.88%) Blog
8 1 (0.88%) Data Structures
8 1 (0.88%) Fintech
Operating Systems
1 2 (1.75%) Linux
Processes & Methodologies
1 114 (100.00%) Visualisation
2 46 (40.35%) Business Intelligence
3 33 (28.95%) Analytics
4 27 (23.68%) Machine Learning
5 22 (19.30%) Data Science
5 22 (19.30%) Decision-Making
6 21 (18.42%) ETL
7 18 (15.79%) Data Analysis
8 17 (14.91%) E-Commerce
9 14 (12.28%) Mathematics
10 12 (10.53%) Data Architecture
11 11 (9.65%) Multithreading
11 11 (9.65%) Problem-Solving
12 10 (8.77%) Business Analytics
12 10 (8.77%) Statistics
13 9 (7.89%) Microservices
14 8 (7.02%) Coaching
14 8 (7.02%) Kimball Methodology
14 8 (7.02%) People Management
14 8 (7.02%) Physics
Programming Languages
1 57 (50.00%) SQL
2 19 (16.67%) Python
3 16 (14.04%) JavaScript
4 11 (9.65%) C#
4 11 (9.65%) C++
5 9 (7.89%) T-SQL
6 8 (7.02%) Data Analysis Expressions (DAX)
6 8 (7.02%) MATLAB
7 7 (6.14%) C
7 7 (6.14%) Java
7 7 (6.14%) R
8 4 (3.51%) TypeScript
9 3 (2.63%) VBA
10 2 (1.75%) PHP
11 1 (0.88%) Java 8
Qualifications
1 21 (18.42%) Degree
2 13 (11.40%) PhD
3 7 (6.14%) Master's Degree
4 2 (1.75%) TOGAF Certification
5 1 (0.88%) Computer Science Degree
Quality Assurance & Compliance
1 5 (4.39%) GDPR
System Software
1 9 (7.89%) Docker
2 7 (6.14%) Apache Flume
2 7 (6.14%) HDFS
Systems Management
1 4 (3.51%) Systems Management Server (SMS)
Vendors
1 58 (50.88%) Tableau
2 21 (18.42%) Alteryx
3 19 (16.67%) Microsoft
4 8 (7.02%) Oracle
5 7 (6.14%) Cloudera
5 7 (6.14%) Hortonworks
5 7 (6.14%) MapR
6 5 (4.39%) Adobe
6 5 (4.39%) Google
7 3 (2.63%) Cognos
8 2 (1.75%) SAP
8 2 (1.75%) TOWER Software