Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
East of England > Hertfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 176 190 219
Rank change year-on-year +14 +29 -30
Permanent jobs citing Visualisation 42 24 25
As % of all permanent IT jobs advertised in Hertfordshire 0.95% 0.54% 0.47%
As % of the Processes & Methodologies category 1.13% 0.61% 0.53%
Number of salaries quoted 36 18 21
Hertfordshire median annual salary £45,000 £35,000 £49,000
Median salary % change year-on-year +28.57% -28.57% +3.16%
10th Percentile £39,375 £32,500 £36,250
90th Percentile £54,875 £52,500 £52,500
East of England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3727 3940 4701
As % of all permanent IT jobs advertised in Hertfordshire 84.63% 88.04% 87.44%
Number of salaries quoted 3135 3249 3831
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +3.26%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Visualisation
Job Vacancy Trend in Hertfordshire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for Visualisation in Hertfordshire

Visualisation
Salary Trend in Hertfordshire

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

Salary trend for Visualisation in Hertfordshire

Visualisation
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Visualisation in Hertfordshire over the 6 months to 23 November 2017.

Salary histogram for Visualisation in Hertfordshire

Visualisation
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Hertfordshire region over the 6 months to 23 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
St Albans +9 22 £44,250 - 1
Bishop's Stortford - 6 £42,500 -
Hemel Hempstead - 4 £47,500 -
Hatfield +3 2 £50,000 -
Stevenage - 2 - -
Watford -6 1 £50,000 +42.86% 1
Visualisation
East of England

For the 6 months to 23 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 Hertfordshire region with a requirement for Visualisation.

1 30 (71.43%) SQL
1 30 (71.43%) Tableau
2 27 (64.29%) Business Intelligence
3 24 (57.14%) JavaScript
3 24 (57.14%) HTML
4 20 (47.62%) CSS
4 20 (47.62%) Spotfire
5 16 (38.10%) Market Research
6 15 (35.71%) QlikView
7 14 (33.33%) Degree
8 13 (30.95%) Analytics
9 11 (26.19%) Data Visualisation
9 11 (26.19%) SQL Server
9 11 (26.19%) TIBCO
10 10 (23.81%) Data Analytics
11 9 (21.43%) Mentoring
11 9 (21.43%) Marketing
11 9 (21.43%) Python
11 9 (21.43%) Java
12 8 (19.05%) ETL
12 8 (19.05%) Retail
12 8 (19.05%) SQL Server Integration Services
13 7 (16.67%) Relational Database
13 7 (16.67%) T-SQL
13 7 (16.67%) Oracle
14 6 (14.29%) .NET
14 6 (14.29%) C#
14 6 (14.29%) BusinessObjects
14 6 (14.29%) Analytical Skills
15 5 (11.90%) HTML5

Visualisation
Co-occurring IT Skills in Hertfordshire 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 4 (9.52%) SAS
Applications
1 4 (9.52%) SPSS
Cloud Services
1 2 (4.76%) Cloud Computing
Communications & Networking
1 2 (4.76%) 4G
1 2 (4.76%) 5G
1 2 (4.76%) Ethernet
1 2 (4.76%) LTE
1 2 (4.76%) Wireless
2 1 (2.38%) HTTP
Database & Business Intelligence
1 20 (47.62%) Spotfire
2 15 (35.71%) QlikView
3 11 (26.19%) SQL Server
4 8 (19.05%) SQL Server Integration Services
5 7 (16.67%) Relational Database
6 6 (14.29%) BusinessObjects
7 5 (11.90%) MySQL
8 4 (9.52%) Big Data
8 4 (9.52%) Data Warehouse
8 4 (9.52%) GIS
8 4 (9.52%) Hadoop
8 4 (9.52%) Power BI
8 4 (9.52%) Qlik Sense
8 4 (9.52%) SQL Server Reporting Services
9 1 (2.38%) Oracle BI Publisher
9 1 (2.38%) RDBMS
9 1 (2.38%) SQL Server Analysis Services
9 1 (2.38%) Star Schema
Development Applications
1 2 (4.76%) Git (software)
1 2 (4.76%) Visual Studio
General
1 9 (21.43%) Marketing
2 8 (19.05%) Retail
3 4 (9.52%) Finance
4 3 (7.14%) Telecoms
5 1 (2.38%) Pharmaceutical
Job Titles
1 34 (80.95%) Developer
2 15 (35.71%) Spotfire Developer
3 12 (28.57%) Business Intelligence Developer
4 9 (21.43%) SQL Developer
5 8 (19.05%) Dashboard Developer
6 6 (14.29%) Analyst
6 6 (14.29%) Analytics Developer
7 5 (11.90%) Analyst Developer
7 5 (11.90%) Developer Analyst
7 5 (11.90%) Java Developer
7 5 (11.90%) SQL Analyst
7 5 (11.90%) SQL BI Developer
7 5 (11.90%) TIBCO Developer
8 4 (9.52%) Analytics Manager
8 4 (9.52%) Data Analytics Manager
8 4 (9.52%) Fraud Manager
8 4 (9.52%) Senior Analytics Manager
8 4 (9.52%) Senior Technical Manager
8 4 (9.52%) Software Manager
8 4 (9.52%) Tableau Developer
Libraries, Frameworks & Software Standards
1 24 (57.14%) HTML
2 20 (47.62%) CSS
3 6 (14.29%) .NET
4 5 (11.90%) HTML5
4 5 (11.90%) Swing
5 4 (9.52%) jQuery
6 2 (4.76%) DirectX
6 2 (4.76%) Grails
6 2 (4.76%) OpenGL
7 1 (2.38%) CSS3
7 1 (2.38%) D3.js
7 1 (2.38%) KnockoutJS
7 1 (2.38%) MDX
7 1 (2.38%) React
7 1 (2.38%) Spring
7 1 (2.38%) Vue (Vue.js)
Miscellaneous
1 6 (14.29%) Analytical Skills
2 5 (11.90%) Computer Science
3 3 (7.14%) Algorithms
4 2 (4.76%) Analytical Mindset
4 2 (4.76%) Data Centre
4 2 (4.76%) Life Science
Operating Systems
1 2 (4.76%) Linux
2 1 (2.38%) Windows
Processes & Methodologies
1 27 (64.29%) Business Intelligence
2 16 (38.10%) Market Research
3 13 (30.95%) Analytics
4 11 (26.19%) Data Visualisation
5 10 (23.81%) Data Analytics
6 9 (21.43%) Mentoring
7 8 (19.05%) ETL
8 5 (11.90%) Bioinformatics
8 5 (11.90%) Data Analysis
8 5 (11.90%) Project Management
9 4 (9.52%) Anti-Money Laundering
9 4 (9.52%) Data Modelling
9 4 (9.52%) DNA
9 4 (9.52%) Mathematics
9 4 (9.52%) Programme Management
9 4 (9.52%) Resource Management
9 4 (9.52%) Stakeholder Engagement
9 4 (9.52%) Stakeholder Management
9 4 (9.52%) Web Application Development
10 3 (7.14%) Agile Software Development
Programming Languages
1 30 (71.43%) SQL
2 24 (57.14%) JavaScript
3 9 (21.43%) Java
3 9 (21.43%) Python
4 7 (16.67%) T-SQL
5 6 (14.29%) C#
6 4 (9.52%) VB.NET
7 2 (4.76%) C
7 2 (4.76%) C++
7 2 (4.76%) GLSL
7 2 (4.76%) MATLAB
8 1 (2.38%) Data Analysis Expressions (DAX)
8 1 (2.38%) ES6
8 1 (2.38%) Groovy
8 1 (2.38%) Perl
8 1 (2.38%) PHP
Qualifications
1 14 (33.33%) Degree
2 3 (7.14%) Computer Science Degree
3 2 (4.76%) PhD
Vendors
1 30 (71.43%) Tableau
2 11 (26.19%) TIBCO
3 7 (16.67%) Oracle
4 4 (9.52%) Cognos
4 4 (9.52%) SAP
5 2 (4.76%) Google
5 2 (4.76%) Intel
5 2 (4.76%) Twitter
6 1 (2.38%) Microsoft