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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Visualisation
East of England / Hertfordshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 115 155 145
Rank change year-on-year +40 -10  
Permanent jobs citing Visualisation 28 7 14
As % of all permanent IT jobs advertised in Hertfordshire 1.26% 0.27% 0.58%
As % of the Processes & Methodologies category 1.43% 0.31% 0.72%
Number of salaries quoted 17 4 13
Median salary £40,000 £51,250 £52,500
Median salary % change year-on-year -21.95% -2.38%  
90% offered a salary of more than £37,500 £41,250 £30,000
10% offered a salary of more than £64,500 £52,500 £76,500
UK excluding London median salary £43,500 £45,000 £41,500
% change year-on-year -3.33% +8.43%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1958 2242 1951
As % of all permanent IT job vacancies advertised in Hertfordshire 88.16% 86.26% 81.36%
Number of salaries quoted 1627 1806 1521
Median salary £48,750 £52,000 £50,000
Median salary % change year-on-year -6.25% +4.00%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 March 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 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans -3 12 £55,000 -
Watford - 8 £40,000 - 1
Borehamwood - 5 £40,000 -
Welwyn - 2 £65,000 -
Letchworth - 1 - -
Visualisation
East of England

Visualisation
Top 30 Co-occurring IT Skills in Hertfordshire

For the 6 months to 28 March 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 42 (82.35%) Data Visualisation
2 33 (64.71%) C#
3 31 (60.78%) Java
3 31 (60.78%) Degree
4 30 (58.82%) SQL
5 26 (50.98%) SQL Server Reporting Services
5 26 (50.98%) SQL Server Integration Services
6 24 (47.06%) Business Intelligence
7 23 (45.10%) Tableau
8 22 (43.14%) Analytics
8 22 (43.14%) ETL
9 21 (41.18%) JavaScript
10 20 (39.22%) .NET
10 20 (39.22%) SQL Server
10 20 (39.22%) Data Analytics
10 20 (39.22%) Analytical Skills
11 19 (37.25%) CSS
11 19 (37.25%) HTML
12 18 (35.29%) Software Engineering
12 18 (35.29%) OO
12 18 (35.29%) Python
12 18 (35.29%) Web Development
12 18 (35.29%) Computer Science
13 17 (33.33%) JSON
13 17 (33.33%) QlikView
13 17 (33.33%) PhD
13 17 (33.33%) T-SQL
13 17 (33.33%) Finance
14 16 (31.37%) Telecoms
14 16 (31.37%) C++

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 15 (29.41%) SAS
Applications
1 12 (23.53%) SPSS
2 8 (15.69%) MS Excel
3 2 (3.92%) MS Visio
4 1 (1.96%) MS PowerPoint
Cloud Services
1 1 (1.96%) Adobe Analytics
1 1 (1.96%) Google Tag Manager
Communications & Networking
1 4 (7.84%) HTTP
Database & Business Intelligence
1 26 (50.98%) SQL Server Integration Services
1 26 (50.98%) SQL Server Reporting Services
2 20 (39.22%) SQL Server
3 17 (33.33%) QlikView
4 13 (25.49%) Big Data
4 13 (25.49%) BusinessObjects
5 12 (23.53%) GIS
5 12 (23.53%) Hadoop
6 5 (9.80%) SQL Server Analysis Services
7 4 (7.84%) Data Warehouse
8 3 (5.88%) Power BI
9 2 (3.92%) MongoDB
9 2 (3.92%) NoSQL
10 1 (1.96%) DataStage
10 1 (1.96%) Oracle OWB
10 1 (1.96%) Qlik Sense
Development Applications
1 3 (5.88%) LabVIEW
2 2 (3.92%) Git (software)
2 2 (3.92%) Subversion
General
1 17 (33.33%) Finance
2 16 (31.37%) Telecoms
3 1 (1.96%) Games
3 1 (1.96%) Marketing
Job Titles
1 25 (49.02%) Developer
2 18 (35.29%) Analytics Manager
2 18 (35.29%) Data Analytics Manager
2 18 (35.29%) Data Manager
3 15 (29.41%) Senior Analytics Manager
3 15 (29.41%) Senior Manager
4 14 (27.45%) Front End Developer (Client-Side Developer)
5 12 (23.53%) Fraud Manager
5 12 (23.53%) Senior Technical Manager
5 12 (23.53%) Software Manager
5 12 (23.53%) Technical Manager
6 11 (21.57%) Front End Web Developer (Client-Side Developer)
6 11 (21.57%) Web Developer
7 6 (11.76%) JavaScript Developer
8 5 (9.80%) SQL Developer
9 4 (7.84%) .NET Developer
10 3 (5.88%) Analyst
10 3 (5.88%) Business Intelligence Analyst
10 3 (5.88%) UI Developer
11 2 (3.92%) Node.js Developer
Libraries, Frameworks & Software Standards
1 20 (39.22%) .NET
2 19 (37.25%) CSS
2 19 (37.25%) HTML
3 17 (33.33%) JSON
4 16 (31.37%) Node.js
4 16 (31.37%) ZeroMQ
5 13 (25.49%) Ajax
6 8 (15.69%) AngularJS
7 2 (3.92%) CSS3
7 2 (3.92%) D3.js
7 2 (3.92%) Django
7 2 (3.92%) DOM
7 2 (3.92%) Flask
7 2 (3.92%) HTML5
7 2 (3.92%) jQuery
7 2 (3.92%) KnockoutJS
7 2 (3.92%) Mustache
7 2 (3.92%) RESTful
7 2 (3.92%) Sass
7 2 (3.92%) Underscore.js
Miscellaneous
1 20 (39.22%) Analytical Skills
2 18 (35.29%) Computer Science
3 2 (3.92%) Management Information System
3 2 (3.92%) Replication
3 2 (3.92%) Smartphone
Operating Systems
1 2 (3.92%) Linux
Processes & Methodologies
1 42 (82.35%) Data Visualisation
2 24 (47.06%) Business Intelligence
3 22 (43.14%) Analytics
3 22 (43.14%) ETL
4 20 (39.22%) Data Analytics
5 18 (35.29%) OO
5 18 (35.29%) Software Engineering
5 18 (35.29%) Web Development
6 16 (31.37%) Physics
7 14 (27.45%) Front End Development
8 12 (23.53%) Anti-Money Laundering
8 12 (23.53%) Programme Management
8 12 (23.53%) Project Management
8 12 (23.53%) Resource Management
8 12 (23.53%) Stakeholder Management
9 7 (13.73%) Data Protection
10 4 (7.84%) Data Analysis
11 3 (5.88%) E-Commerce
11 3 (5.88%) Mentoring
11 3 (5.88%) Validation
Programming Languages
1 33 (64.71%) C#
2 31 (60.78%) Java
3 30 (58.82%) SQL
4 21 (41.18%) JavaScript
5 18 (35.29%) Python
6 17 (33.33%) T-SQL
7 16 (31.37%) C++
8 15 (29.41%) VB.NET
9 4 (7.84%) R
10 3 (5.88%) MATLAB
11 1 (1.96%) PL/SQL
Qualifications
1 31 (60.78%) Degree
2 17 (33.33%) PhD
3 1 (1.96%) CBAP
3 1 (1.96%) ISEB
Quality Assurance & Compliance
1 2 (3.92%) ISO13485
2 1 (1.96%) QA
Vendors
1 23 (45.10%) Tableau
2 13 (25.49%) SAP
3 12 (23.53%) Microsoft
4 3 (5.88%) Google
5 2 (3.92%) Facebook
6 1 (1.96%) Adobe
6 1 (1.96%) Informatica
6 1 (1.96%) Monetate
6 1 (1.96%) Optimizely
6 1 (1.96%) Qubit
Watford, Hertfordshire
Tiro Partners
Salary: £40000 - £60000 per annum
Posted: 21 hours ago
Welwyn Garden City, Hertfordshire
Oscar
Salary: £35000 per annum + benefits
Posted: Yesterday
Hitchin
Recruitment Genius Ltd
Salary: £40000 - £65000 per annum
Posted: 19 days ago