Period
to 27 May 2018

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 27 May 2018 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Hertfordshire
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 121 160 216
Rank change year-on-year +39 +56 -13
Permanent jobs citing Visualisation 102 43 12
As % of all permanent IT jobs advertised in Hertfordshire 2.17% 1.01% 0.24%
As % of the Processes & Methodologies category 2.49% 1.12% 0.28%
Number of salaries quoted 54 35 9
Hertfordshire median annual salary £50,000 £40,000 £40,000
Median salary % change year-on-year +25.00% - -34.69%
10th Percentile £32,000 £32,500 £32,500
90th Percentile £63,875 £69,000 £55,750
East of England median annual salary £52,500 £40,000 £50,000
% change year-on-year +31.25% -20.00% +17.65%

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 4,103 3,856 4,361
As % of all permanent IT jobs advertised in Hertfordshire 87.11% 90.18% 88.32%
Number of salaries quoted 3,384 3,247 3,531
Hertfordshire median annual salary £52,500 £47,500 £46,500
Median salary % change year-on-year +10.53% +2.15% +3.33%
10th Percentile £27,500 £26,750 £27,500
90th Percentile £72,500 £71,550 £71,250
East of England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +2.27%

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 27 May 2018.

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 27 May 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
Welwyn Garden City - 62 £52,500 -
Hemel Hempstead - 14 £33,750 -
Borehamwood +10 10 £50,000 +33.33% 1
St Albans -11 8 £55,000 - 1
Watford -13 8 £55,000 +37.50%
Hatfield - 3 £45,000 -
Rickmansworth - 2 £55,000 -
Letchworth +19 1 - - 2
Visualisation
East of England

For the 6 months to 27 May 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 Hertfordshire region with a requirement for Visualisation.

1 83 (81.37%) SQL
2 59 (57.84%) Tableau
3 47 (46.08%) Analytics
3 47 (46.08%) Data Visualisation
4 42 (41.18%) Hadoop
5 40 (39.22%) Business Intelligence
6 36 (35.29%) E-Commerce
7 34 (33.33%) Decision-Making
8 30 (29.41%) Alteryx
9 25 (24.51%) Coaching
9 25 (24.51%) User Experience
10 22 (21.57%) Adobe
11 21 (20.59%) Retail
11 21 (20.59%) Power BI
12 20 (19.61%) SQL Server
13 19 (18.63%) Analytical Skills
14 18 (17.65%) Marketing
15 17 (16.67%) ETL
15 17 (16.67%) Data Warehouse
15 17 (16.67%) Adobe Analytics
15 17 (16.67%) Digital Analytics
15 17 (16.67%) Due Diligence
16 16 (15.69%) Microsoft Excel
16 16 (15.69%) SQL Server Integration Services
16 16 (15.69%) Degree
16 16 (15.69%) SQL Server Reporting Services
17 15 (14.71%) Google
17 15 (14.71%) SQL Server Analysis Services
17 15 (14.71%) JavaScript
17 15 (14.71%) T-SQL

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 5 (4.90%) Apache Spark
2 1 (0.98%) SAS
Applications
1 16 (15.69%) Microsoft Excel
2 7 (6.86%) Spreadsheet
3 1 (0.98%) Microsoft Office
3 1 (0.98%) SPSS
Business Applications
1 4 (3.92%) Cognos Business Intelligence
1 4 (3.92%) Cognos TM1
Cloud Services
1 17 (16.67%) Adobe Analytics
2 11 (10.78%) Google Analytics
3 9 (8.82%) Microsoft Azure
4 1 (0.98%) G Suite
4 1 (0.98%) Google Cloud Platform
Database & Business Intelligence
1 42 (41.18%) Hadoop
2 21 (20.59%) Power BI
3 20 (19.61%) SQL Server
4 17 (16.67%) Data Warehouse
5 16 (15.69%) SQL Server Integration Services
5 16 (15.69%) SQL Server Reporting Services
6 15 (14.71%) SQL Server Analysis Services
7 9 (8.82%) NoSQL
8 8 (7.84%) Big Data
8 8 (7.84%) Snowflake Schema
8 8 (7.84%) Star Schema
9 6 (5.88%) Data Mining
10 5 (4.90%) Spotfire
11 4 (3.92%) Microsoft Analysis Services
11 4 (3.92%) PowerPivot
12 3 (2.94%) SQL Server 2008
13 2 (1.96%) BigQuery
13 2 (1.96%) Sybase ASE
14 1 (0.98%) BusinessObjects
14 1 (0.98%) Relational Database
Development Applications
1 8 (7.84%) SQL Server Management Studio (SSMS)
2 6 (5.88%) JIRA
3 3 (2.94%) Git (software)
3 3 (2.94%) LabVIEW
3 3 (2.94%) Subversion
4 2 (1.96%) Redmine
5 1 (0.98%) Bugzilla
5 1 (0.98%) CruiseControl
5 1 (0.98%) Cucumber
5 1 (0.98%) Jenkins
5 1 (0.98%) Selenium
5 1 (0.98%) Team Foundation Server
5 1 (0.98%) WebDriver
General
1 21 (20.59%) Retail
2 18 (17.65%) Marketing
3 8 (7.84%) Advertising
4 5 (4.90%) Finance
5 3 (2.94%) Games
6 1 (0.98%) Legal
Job Titles
1 36 (35.29%) Analyst
2 30 (29.41%) Performance Manager
3 17 (16.67%) Developer
4 15 (14.71%) Analytics Manager
5 12 (11.76%) Business Intelligence Analyst
5 12 (11.76%) Senior Analyst
6 7 (6.86%) Architect
6 7 (6.86%) Software Architect
7 6 (5.88%) Product Manager
7 6 (5.88%) Software Developer
8 5 (4.90%) Customer Analyst
8 5 (4.90%) Customer Analytics Manager
8 5 (4.90%) Spotfire Developer
9 4 (3.92%) Analytics Developer
9 4 (3.92%) C++ Developer
9 4 (3.92%) C++ Software Developer
9 4 (3.92%) Report Analyst
9 4 (3.92%) SQL Developer
10 3 (2.94%) Business Intelligence Developer
10 3 (2.94%) Report Developer
Libraries, Frameworks & Software Standards
1 9 (8.82%) Node.js
2 5 (4.90%) CSS
2 5 (4.90%) HTML
3 2 (1.96%) AngularJS
4 1 (0.98%) SAP XI
4 1 (0.98%) XML
Miscellaneous
1 25 (24.51%) User Experience
2 19 (18.63%) Analytical Skills
3 10 (9.80%) Greenfield Project
4 5 (4.90%) Computer Science
Operating Systems
1 3 (2.94%) Linux
Processes & Methodologies
1 47 (46.08%) Analytics
1 47 (46.08%) Data Visualisation
2 40 (39.22%) Business Intelligence
3 36 (35.29%) E-Commerce
4 34 (33.33%) Decision-Making
5 25 (24.51%) Coaching
6 17 (16.67%) Digital Analytics
6 17 (16.67%) Due Diligence
6 17 (16.67%) ETL
7 13 (12.75%) Commercial Awareness
8 12 (11.76%) Customer Acquisition
8 12 (11.76%) Data Analysis
8 12 (11.76%) Performance Management
9 10 (9.80%) People Management
10 8 (7.84%) Kimball Methodology
11 7 (6.86%) Business Analytics
11 7 (6.86%) CAD
11 7 (6.86%) Mentoring
11 7 (6.86%) Multithreading
11 7 (6.86%) OO
Programming Languages
1 83 (81.37%) SQL
2 15 (14.71%) JavaScript
2 15 (14.71%) T-SQL
3 12 (11.76%) Data Analysis Expressions (DAX)
3 12 (11.76%) Python
4 10 (9.80%) VBA
5 8 (7.84%) C++
5 8 (7.84%) R
6 1 (0.98%) C#
6 1 (0.98%) Google Apps Script
6 1 (0.98%) Java
6 1 (0.98%) MATLAB
Qualifications
1 16 (15.69%) Degree
2 5 (4.90%) Computer Science Degree
2 5 (4.90%) Numerate Degree
3 1 (0.98%) CBAP
3 1 (0.98%) ISEB
3 1 (0.98%) Master's Degree
Quality Assurance & Compliance
1 1 (0.98%) Data Quality
1 1 (0.98%) QA
Vendors
1 59 (57.84%) Tableau
2 30 (29.41%) Alteryx
3 22 (21.57%) Adobe
4 15 (14.71%) Google
5 13 (12.75%) Microsoft
6 12 (11.76%) MicroStrategy
6 12 (11.76%) Teradata
7 4 (3.92%) Cognos
7 4 (3.92%) TIBCO
8 2 (1.96%) Sybase
9 1 (0.98%) Perforce
9 1 (0.98%) SAP