Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Hertfordshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 102 185 207
Rank change year-on-year +83 +22 +17
Permanent jobs citing Visualisation 116 28 10
As % of all permanent IT jobs advertised in Hertfordshire 2.71% 0.67% 0.22%
As % of the Processes & Methodologies category 3.01% 0.75% 0.25%
Number of salaries quoted 79 21 3
Hertfordshire median annual salary £42,500 £43,500 £35,000
Median salary % change year-on-year -2.30% +24.29% -28.57%
10th Percentile £35,000 £37,500 £32,500
90th Percentile £68,250 £57,500 £47,500
East of England median annual salary £42,500 £43,500 £50,500
% change year-on-year -2.30% -13.86% +6.32%

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 3,851 3,732 4,033
As % of all permanent IT jobs advertised in Hertfordshire 90.00% 89.73% 88.91%
Number of salaries quoted 3,005 3,149 3,317
Hertfordshire median annual salary £50,000 £47,000 £47,500
Median salary % change year-on-year +6.38% -1.05% +5.56%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £73,750 £71,250 £70,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 18 August 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 18 August 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 - 60 £52,500 - 1
Borehamwood +25 13 £42,500 +6.25% 2
Hemel Hempstead - 13 £32,500 - 1
Watford +11 10 £50,000 +25.00%
St Albans -7 8 £35,000 -19.54% 1
Hatfield - 3 £45,000 -
Letchworth +26 2 - -
Rickmansworth - 2 £55,000 -
Visualisation
East of England

For the 6 months to 18 August 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 90 (77.59%) SQL
2 58 (50.00%) Business Intelligence
3 49 (42.24%) Power BI
4 47 (40.52%) Tableau
5 45 (38.79%) SQL Server
6 44 (37.93%) SQL Server Reporting Services
6 44 (37.93%) Data Visualisation
7 42 (36.21%) Analytics
8 41 (35.34%) T-SQL
9 40 (34.48%) Microsoft
10 39 (33.62%) Decision-Making
11 38 (32.76%) SQL Server Integration Services
12 37 (31.90%) SQL Server Analysis Services
13 35 (30.17%) Data Warehouse
14 32 (27.59%) Analytical Skills
15 31 (26.72%) ETL
15 31 (26.72%) Degree
16 29 (25.00%) Microsoft Excel
17 27 (23.28%) Retail
18 25 (21.55%) Marketing
19 23 (19.83%) Hadoop
19 23 (19.83%) E-Commerce
20 21 (18.10%) Python
21 20 (17.24%) Alteryx
21 20 (17.24%) Data Analysis Expressions (DAX)
21 20 (17.24%) Critical Thinking
22 18 (15.52%) Greenfield Project
22 18 (15.52%) Microsoft Azure
22 18 (15.52%) VBA
23 17 (14.66%) Adobe

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 1 (0.86%) Apache Pig
1 1 (0.86%) Apache Spark
Applications
1 29 (25.00%) Microsoft Excel
2 7 (6.03%) Spreadsheet
3 2 (1.72%) Microsoft Office
Business Applications
1 11 (9.48%) Cognos Business Intelligence
1 11 (9.48%) Cognos TM1
Cloud Services
1 18 (15.52%) Microsoft Azure
2 17 (14.66%) Adobe Analytics
3 11 (9.48%) Google Analytics
4 5 (4.31%) Office 365
5 1 (0.86%) G Suite
5 1 (0.86%) Google Cloud Platform
Database & Business Intelligence
1 49 (42.24%) Power BI
2 45 (38.79%) SQL Server
3 44 (37.93%) SQL Server Reporting Services
4 38 (32.76%) SQL Server Integration Services
5 37 (31.90%) SQL Server Analysis Services
6 35 (30.17%) Data Warehouse
7 23 (19.83%) Hadoop
8 13 (11.21%) Data Mining
9 11 (9.48%) Microsoft Analysis Services
9 11 (9.48%) NoSQL
10 8 (6.90%) Snowflake Schema
10 8 (6.90%) Star Schema
11 7 (6.03%) Big Data
12 4 (3.45%) PowerPivot
12 4 (3.45%) SQL Server 2012
13 3 (2.59%) MongoDB
13 3 (2.59%) SQL Server 2008
14 2 (1.72%) BusinessObjects
14 2 (1.72%) OLAP
14 2 (1.72%) Sybase ASE
Development Applications
1 16 (13.79%) JIRA
2 13 (11.21%) Git (software)
2 13 (11.21%) Subversion
3 12 (10.34%) LabVIEW
4 11 (9.48%) Redmine
5 8 (6.90%) SQL Server Management Studio (SSMS)
6 2 (1.72%) Bugzilla
6 2 (1.72%) CruiseControl
6 2 (1.72%) Cucumber
6 2 (1.72%) Jenkins
6 2 (1.72%) Selenium
6 2 (1.72%) Team Foundation Server
6 2 (1.72%) WebDriver
General
1 27 (23.28%) Retail
2 25 (21.55%) Marketing
3 16 (13.79%) Finance
4 8 (6.90%) Advertising
Job Titles
1 41 (35.34%) Analyst
2 36 (31.03%) Developer
3 20 (17.24%) Business Intelligence Developer
4 15 (12.93%) Business Intelligence Analyst
4 15 (12.93%) Performance Manager
5 14 (12.07%) Senior Analyst
6 13 (11.21%) Product Manager
6 13 (11.21%) Software Developer
7 10 (8.62%) Analytics Manager
7 10 (8.62%) Lead Product Manager
8 9 (7.76%) Microsoft BI Developer
8 9 (7.76%) Microsoft Developer
9 7 (6.03%) Data Analyst
10 6 (5.17%) SQL Developer
11 5 (4.31%) Business Developer
11 5 (4.31%) Customer Analyst
11 5 (4.31%) Customer Analytics Manager
12 4 (3.45%) Analyst Developer
12 4 (3.45%) Senior Business Intelligence Developer
12 4 (3.45%) Senior Developer
Libraries, Frameworks & Software Standards
1 11 (9.48%) AngularJS
1 11 (9.48%) Node.js
2 8 (6.90%) MDX
3 2 (1.72%) SAP XI
4 1 (0.86%) XML
Miscellaneous
1 32 (27.59%) Analytical Skills
2 18 (15.52%) Greenfield Project
3 15 (12.93%) User Experience
4 13 (11.21%) Computer Science
5 1 (0.86%) Algorithms
5 1 (0.86%) Analytical Mindset
5 1 (0.86%) Data Structures
5 1 (0.86%) Management Information System
Operating Systems
1 3 (2.59%) Linux
Processes & Methodologies
1 58 (50.00%) Business Intelligence
2 44 (37.93%) Data Visualisation
3 42 (36.21%) Analytics
4 39 (33.62%) Decision-Making
5 31 (26.72%) ETL
6 23 (19.83%) E-Commerce
7 20 (17.24%) Critical Thinking
8 17 (14.66%) Due Diligence
9 15 (12.93%) Business Analysis
9 15 (12.93%) Mentoring
10 14 (12.07%) Stakeholder Management
11 13 (11.21%) Capacity Planning
11 13 (11.21%) Collaborative Working
11 13 (11.21%) Planning and Forecasting
12 12 (10.34%) Coaching
12 12 (10.34%) Dashboard Development
12 12 (10.34%) Digital Analytics
13 11 (9.48%) Data Extraction
13 11 (9.48%) DevOps
13 11 (9.48%) Software Testing
Programming Languages
1 90 (77.59%) SQL
2 41 (35.34%) T-SQL
3 21 (18.10%) Python
4 20 (17.24%) Data Analysis Expressions (DAX)
5 18 (15.52%) VBA
6 12 (10.34%) JavaScript
7 8 (6.90%) R
8 3 (2.59%) Java
9 2 (1.72%) C#
10 1 (0.86%) C++
10 1 (0.86%) Google Apps Script
10 1 (0.86%) MATLAB
10 1 (0.86%) Scala
10 1 (0.86%) VB
Qualifications
1 31 (26.72%) Degree
2 12 (10.34%) Computer Science Degree
3 2 (1.72%) CBAP
3 2 (1.72%) ISEB
3 2 (1.72%) Numerate Degree
Quality Assurance & Compliance
1 5 (4.31%) Actionable Recommendations
2 2 (1.72%) QA
3 1 (0.86%) Data Quality
Vendors
1 47 (40.52%) Tableau
2 40 (34.48%) Microsoft
3 20 (17.24%) Alteryx
4 17 (14.66%) Adobe
5 14 (12.07%) Google
6 13 (11.21%) Cognos
7 8 (6.90%) MicroStrategy
8 7 (6.03%) Teradata
9 2 (1.72%) Perforce
9 2 (1.72%) SAP
9 2 (1.72%) Sybase