Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
East of England > Hertfordshire
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 165 203 220
Rank change year-on-year +38 +17 +25
Permanent jobs citing Data Visualisation 44 11 5
As % of all permanent IT jobs advertised in Hertfordshire 1.03% 0.26% 0.11%
As % of the Processes & Methodologies category 1.14% 0.29% 0.12%
Number of salaries quoted 27 9 0
Hertfordshire median annual salary £52,500 £40,000 -
Median salary % change year-on-year +31.25% - -
East of England median annual salary £52,500 £40,000 £50,500
% change year-on-year +31.25% -20.79% +12.22%

Data 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 3,864 3,739 4,085
As % of all permanent IT jobs advertised in Hertfordshire 90.07% 89.79% 88.90%
Number of salaries quoted 3,017 3,149 3,335
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%

Data Visualisation
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Visualisation in Hertfordshire

Data Visualisation
Salary Trend in Hertfordshire

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

Salary trend for Data Visualisation in Hertfordshire

Data Visualisation
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Visualisation in Hertfordshire over the 6 months to 16 August 2018.

Salary histogram for Data Visualisation in Hertfordshire

Data 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 Data Visualisation within the Hertfordshire region over the 6 months to 16 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 - 28 £65,000 - 1
Hemel Hempstead - 9 £35,000 -
Watford +9 1 £40,000 -
St Albans -6 1 £55,000 -
Hatfield - 1 £42,500 -
Data Visualisation
East of England

For the 6 months to 16 August 2018, IT jobs citing Data 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 Data Visualisation.

1 44 (100.00%) Visualisation
2 26 (59.09%) SQL
3 24 (54.55%) Decision-Making
4 20 (45.45%) Analytics
5 19 (43.18%) Tableau
6 18 (40.91%) Retail
7 15 (34.09%) Alteryx
7 15 (34.09%) Hadoop
7 15 (34.09%) Critical Thinking
8 14 (31.82%) Power BI
8 14 (31.82%) Business Intelligence
9 12 (27.27%) SQL Server Reporting Services
9 12 (27.27%) SQL Server Integration Services
9 12 (27.27%) ETL
9 12 (27.27%) T-SQL
9 12 (27.27%) SQL Server
9 12 (27.27%) Data Warehouse
9 12 (27.27%) SQL Server Analysis Services
10 11 (25.00%) E-Commerce
10 11 (25.00%) Microsoft
11 10 (22.73%) Stakeholder Management
11 10 (22.73%) Product Management
11 10 (22.73%) Microsoft Azure
11 10 (22.73%) Capacity Planning
11 10 (22.73%) Mentoring
11 10 (22.73%) Analytical Skills
11 10 (22.73%) Planning and Forecasting
11 10 (22.73%) Collaborative Working
12 8 (18.18%) User Experience
12 8 (18.18%) Kimball Methodology

Data 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:

Applications
1 6 (13.64%) Microsoft Excel
Cloud Services
1 10 (22.73%) Microsoft Azure
2 5 (11.36%) Adobe Analytics
2 5 (11.36%) Google Analytics
Database & Business Intelligence
1 15 (34.09%) Hadoop
2 14 (31.82%) Power BI
3 12 (27.27%) Data Warehouse
3 12 (27.27%) SQL Server
3 12 (27.27%) SQL Server Analysis Services
3 12 (27.27%) SQL Server Integration Services
3 12 (27.27%) SQL Server Reporting Services
4 8 (18.18%) Snowflake Schema
4 8 (18.18%) Star Schema
5 3 (6.82%) MongoDB
6 2 (4.55%) Data Mining
7 1 (2.27%) BigQuery
7 1 (2.27%) QlikView
Development Applications
1 8 (18.18%) SQL Server Management Studio (SSMS)
General
1 18 (40.91%) Retail
2 8 (18.18%) Advertising
3 5 (11.36%) Marketing
4 4 (9.09%) Finance
Job Titles
1 13 (29.55%) Product Manager
2 11 (25.00%) Analyst
3 10 (22.73%) Analytics Manager
3 10 (22.73%) Lead Product Manager
3 10 (22.73%) Performance Manager
4 7 (15.91%) Business Intelligence Analyst
5 6 (13.64%) Business Intelligence Developer
5 6 (13.64%) Developer
6 5 (11.36%) Customer Analytics Manager
7 3 (6.82%) Microsoft BI Developer
7 3 (6.82%) Microsoft Developer
7 3 (6.82%) Power BI Developer
8 2 (4.55%) Product Analyst
8 2 (4.55%) Senior Business Intelligence Developer
8 2 (4.55%) Senior Developer
8 2 (4.55%) Senior Microsoft Developer
9 1 (2.27%) Commercial Analyst
9 1 (2.27%) Data Analyst
9 1 (2.27%) Financial Analyst
9 1 (2.27%) Service Analyst
Miscellaneous
1 10 (22.73%) Analytical Skills
2 8 (18.18%) User Experience
3 6 (13.64%) Greenfield Project
4 1 (2.27%) Computer Science
Processes & Methodologies
1 44 (100.00%) Visualisation
2 24 (54.55%) Decision-Making
3 20 (45.45%) Analytics
4 15 (34.09%) Critical Thinking
5 14 (31.82%) Business Intelligence
6 12 (27.27%) ETL
7 11 (25.00%) E-Commerce
8 10 (22.73%) Capacity Planning
8 10 (22.73%) Collaborative Working
8 10 (22.73%) Mentoring
8 10 (22.73%) Planning and Forecasting
8 10 (22.73%) Product Management
8 10 (22.73%) Stakeholder Management
9 8 (18.18%) Kimball Methodology
10 5 (11.36%) Coaching
10 5 (11.36%) Customer Analytics
10 5 (11.36%) Digital Analytics
10 5 (11.36%) Due Diligence
10 5 (11.36%) People Management
10 5 (11.36%) Statistics
Programming Languages
1 26 (59.09%) SQL
2 12 (27.27%) T-SQL
3 8 (18.18%) Data Analysis Expressions (DAX)
4 2 (4.55%) Python
4 2 (4.55%) R
4 2 (4.55%) VBA
5 1 (2.27%) VB
Qualifications
1 1 (2.27%) Computer Science Degree
1 1 (2.27%) Degree
1 1 (2.27%) Numerate Degree
Vendors
1 19 (43.18%) Tableau
2 15 (34.09%) Alteryx
3 11 (25.00%) Microsoft
4 5 (11.36%) Adobe
4 5 (11.36%) Google
5 2 (4.55%) Cognos
6 1 (2.27%) MicroStrategy