Period
to 6 July 2020

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 6 July 2020 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Hertfordshire
6 months to
6 Jul 2020
Same period 2019 Same period 2018
Rank 77 132 128
Rank change year-on-year +55 -4 +58
Permanent jobs citing Visualisation 33 39 95
As % of all permanent jobs advertised in Hertfordshire 2.67% 1.32% 2.02%
As % of the Processes & Methodologies category 3.00% 1.53% 2.24%
Number of salaries quoted 26 29 60
Median annual salary £62,500 £47,500 £45,000
Median salary % change year-on-year +31.58% +5.56% +12.50%
10th Percentile £43,050 £27,500 £33,500
90th Percentile £73,125 £60,000 £67,500
East of England median annual salary £60,000 £50,000 £45,000
% change year-on-year +20.00% +11.11% +12.50%

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 1,099 2,555 4,247
As % of all permanent IT jobs advertised in Hertfordshire 88.84% 86.26% 90.44%
Number of salaries quoted 869 1,910 3,475
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £82,500 £77,500 £72,500
East of England median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% +5.56%

Visualisation
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Visualisation in Hertfordshire

Visualisation
Salary Trend in Hertfordshire

3-month moving average salary quoted in jobs citing Visualisation in Hertfordshire.

Salary trend for Visualisation in Hertfordshire

Visualisation
Salary Histogram in Hertfordshire

Salary distribution for jobs citing Visualisation in Hertfordshire over the 6 months to 6 July 2020.

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 6 July 2020. 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
Hatfield +30 10 £70,000 +27.27%
Harpenden - 4 £52,500 -
St Albans -7 3 - -
Borehamwood - 3 £42,500 -
Hemel Hempstead +30 2 £45,100 -
Stevenage -1 1 £45,000 +50.00% 1
Potters Bar - 1 £47,500 - 1
Radlett - 1 - -
Visualisation
East of England

For the 6 months to 6 July 2020, 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 Hertfordshire region with a requirement for Visualisation.

1 19 (57.58%) Business Intelligence
1 19 (57.58%) Data Visualisation
2 16 (48.48%) Data Warehouse
3 15 (45.45%) AWS
4 13 (39.39%) Analytics
4 13 (39.39%) Power BI
4 13 (39.39%) Power Platform
5 12 (36.36%) Finance
5 12 (36.36%) Agile Software Development
5 12 (36.36%) Data Modelling
5 12 (36.36%) SQL
5 12 (36.36%) Data Architecture
5 12 (36.36%) Data Governance
6 10 (30.30%) Python
7 9 (27.27%) Stakeholder Management
8 8 (24.24%) .NET
8 8 (24.24%) Tableau
8 8 (24.24%) Problem-Solving
8 8 (24.24%) Data Lake
8 8 (24.24%) Enterprise Data Warehouse
9 7 (21.21%) Requirements Gathering
9 7 (21.21%) Data Science
9 7 (21.21%) Artificial Intelligence
10 6 (18.18%) Zachman Framework
10 6 (18.18%) TOGAF
10 6 (18.18%) C#
10 6 (18.18%) Web Services
10 6 (18.18%) ETL
10 6 (18.18%) Project Management
10 6 (18.18%) Azure

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 3 (9.09%) Oracle SOA Suite
Applications
1 4 (12.12%) Microsoft Excel
2 2 (6.06%) Microsoft Office
2 2 (6.06%) Microsoft PowerPoint
Business Applications
1 2 (6.06%) Dynamics AX
2 1 (3.03%) Summit
Cloud Services
1 15 (45.45%) AWS
2 13 (39.39%) Power Platform
3 6 (18.18%) Azure
3 6 (18.18%) GCP
4 3 (9.09%) Serverless
5 1 (3.03%) Google Tag Manager
Communications & Networking
1 1 (3.03%) Firewall
Database & Business Intelligence
1 16 (48.48%) Data Warehouse
2 13 (39.39%) Power BI
3 8 (24.24%) Data Lake
3 8 (24.24%) Enterprise Data Warehouse
4 6 (18.18%) QlikView
5 5 (15.15%) Amazon Redshift
6 4 (12.12%) Big Data
7 3 (9.09%) Data Mining
7 3 (9.09%) Snowflake Schema
8 2 (6.06%) Qlik Sense
8 2 (6.06%) Relational Database
8 2 (6.06%) SQL Server Integration Services
9 1 (3.03%) MySQL
9 1 (3.03%) SQL Server
Development Applications
1 3 (9.09%) Atlassian Bamboo
1 3 (9.09%) Jenkins
1 3 (9.09%) TeamCity
1 3 (9.09%) Visual Studio Team System
2 1 (3.03%) JIRA
2 1 (3.03%) Visual Studio
General
1 12 (36.36%) Finance
2 5 (15.15%) Advertising
2 5 (15.15%) Marketing
3 3 (9.09%) Legal
4 1 (3.03%) Games
4 1 (3.03%) Law
4 1 (3.03%) Retail
Job Titles
1 13 (39.39%) Architect
1 13 (39.39%) Data Architect
2 8 (24.24%) AWS Architect
3 6 (18.18%) Developer
4 4 (12.12%) AWS Solutions Architect
4 4 (12.12%) Data Scientist
4 4 (12.12%) Solutions Architect
5 3 (9.09%) Senior Developer
5 3 (9.09%) Team Leader
5 3 (9.09%) Technical Leader
5 3 (9.09%) Technical Team Leader
6 2 (6.06%) .NET Developer
6 2 (6.06%) Analyst
6 2 (6.06%) Azure Architect
6 2 (6.06%) Business Intelligence Developer
6 2 (6.06%) IT Architect
6 2 (6.06%) Performance Analyst
6 2 (6.06%) QlikView Architect
6 2 (6.06%) Senior Business Intelligence Developer
7 1 (3.03%) Insight Manager
Libraries, Frameworks & Software Standards
1 8 (24.24%) .NET
2 6 (18.18%) Web Services
3 4 (12.12%) Node.js
4 3 (9.09%) Angular 2
4 3 (9.09%) AngularJS
4 3 (9.09%) ASP.NET
4 3 (9.09%) ASP.NET MVC
4 3 (9.09%) ASP.NET Web API
4 3 (9.09%) D3.js
4 3 (9.09%) Highcharts JS
4 3 (9.09%) Middleware
4 3 (9.09%) REST
4 3 (9.09%) RESTful
4 3 (9.09%) Vue.js
5 2 (6.06%) DirectX
5 2 (6.06%) OpenGL
6 1 (3.03%) ASP.NET Core
6 1 (3.03%) CSS
6 1 (3.03%) HTML
6 1 (3.03%) Regular Expression
Miscellaneous
1 5 (15.15%) Analytical Skills
2 4 (12.12%) Life Science
3 2 (6.06%) Greenfield Project
3 2 (6.06%) NHS
4 1 (3.03%) 3D Graphics
4 1 (3.03%) Analytical Mindset
4 1 (3.03%) Self-Motivation
4 1 (3.03%) Social Media
4 1 (3.03%) User Experience
Processes & Methodologies
1 19 (57.58%) Business Intelligence
1 19 (57.58%) Data Visualisation
2 13 (39.39%) Analytics
3 12 (36.36%) Agile Software Development
3 12 (36.36%) Data Architecture
3 12 (36.36%) Data Governance
3 12 (36.36%) Data Modelling
4 9 (27.27%) Stakeholder Management
5 8 (24.24%) Problem-Solving
6 7 (21.21%) Artificial Intelligence
6 7 (21.21%) Data Science
6 7 (21.21%) Requirements Gathering
7 6 (18.18%) ETL
7 6 (18.18%) Project Management
7 6 (18.18%) Technical Leadership
7 6 (18.18%) TOGAF
7 6 (18.18%) Web Development
7 6 (18.18%) Zachman Framework
8 5 (15.15%) Actionable Insight
8 5 (15.15%) Conceptual Models
Programming Languages
1 12 (36.36%) SQL
2 10 (30.30%) Python
3 6 (18.18%) C#
4 5 (15.15%) Java
5 4 (12.12%) JavaScript
6 3 (9.09%) F#
6 3 (9.09%) Ruby
6 3 (9.09%) TypeScript
7 1 (3.03%) C++
7 1 (3.03%) GLSL
7 1 (3.03%) Go
7 1 (3.03%) HLSL
7 1 (3.03%) R
7 1 (3.03%) Scala
7 1 (3.03%) VBA
Qualifications
1 6 (18.18%) Degree
2 1 (3.03%) Computer Science Degree
2 1 (3.03%) Numerate Degree
2 1 (3.03%) SC Cleared
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 5 (15.15%) Data Quality
System Software
1 1 (3.03%) Virtual Machines
Vendors
1 8 (24.24%) Tableau
2 5 (15.15%) Microsoft
2 5 (15.15%) Talend
3 3 (9.09%) Oracle
4 2 (6.06%) IBM
4 2 (6.06%) Informatica
5 1 (3.03%) Google