Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City 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 17 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
Hertfordshire > Welwyn Garden City
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 19 - -
Rank change year-on-year - - -
Permanent jobs citing Visualisation 60 0 0
As % of all permanent IT jobs advertised in Welwyn Garden City 13.64% - -
As % of the Processes & Methodologies category 13.92% - -
Number of salaries quoted 27 0 0
Welwyn Garden City median annual salary £52,500 - -
Hertfordshire median annual salary £42,500 £43,500 £42,500
% change year-on-year -2.30% +2.35% -13.27%

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 Welwyn Garden City with a requirement for process or methodology skills.

All Process and Methodology Skills
Welwyn Garden City
Permanent vacancies with a requirement for process or methodology skills 431 176 171
As % of all permanent IT jobs advertised in Welwyn Garden City 97.95% 87.13% 96.07%
Number of salaries quoted 137 122 145
Welwyn Garden City median annual salary £52,500 £45,000 £47,500
Median salary % change year-on-year +16.67% -5.26% -
10th Percentile £25,300 £31,250 £32,500
90th Percentile £76,750 £72,125 £70,000
Hertfordshire median annual salary £50,000 £47,000 £47,500
% change year-on-year +6.38% -1.05% +5.56%

Visualisation
Job Vacancy Trend in Welwyn Garden City

Job postings citing Visualisation as a percentage of all IT jobs advertised in Welwyn Garden City.

Job vacancy trend for Visualisation in Welwyn Garden City

Visualisation
Salary Trend in Welwyn Garden City

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in Welwyn Garden City.

Salary trend for Visualisation in Welwyn Garden City

Visualisation
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing Visualisation in Welwyn Garden City over the 6 months to 17 August 2018.

Salary histogram for Visualisation in Welwyn Garden City

For the 6 months to 17 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 Welwyn Garden City region with a requirement for Visualisation.

1 39 (65.00%) SQL
2 38 (63.33%) Tableau
2 38 (63.33%) Decision-Making
3 28 (46.67%) Data Visualisation
4 23 (38.33%) Hadoop
4 23 (38.33%) Analytical Skills
5 22 (36.67%) Analytics
6 21 (35.00%) Marketing
6 21 (35.00%) Business Intelligence
7 20 (33.33%) Alteryx
7 20 (33.33%) Critical Thinking
8 17 (28.33%) Due Diligence
8 17 (28.33%) Adobe
8 17 (28.33%) Adobe Analytics
9 16 (26.67%) E-Commerce
10 15 (25.00%) Mentoring
10 15 (25.00%) User Experience
11 14 (23.33%) Power BI
11 14 (23.33%) Microsoft
11 14 (23.33%) Retail
11 14 (23.33%) SQL Server Reporting Services
12 13 (21.67%) Data Warehouse
12 13 (21.67%) ETL
12 13 (21.67%) T-SQL
12 13 (21.67%) SQL Server
12 13 (21.67%) SQL Server Integration Services
12 13 (21.67%) SQL Server Analysis Services
13 12 (20.00%) Degree
13 12 (20.00%) Business Analysis
13 12 (20.00%) Microsoft Excel

Visualisation
Co-occurring IT Skills in Welwyn Garden City 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 (1.67%) Apache Pig
1 1 (1.67%) Apache Spark
Applications
1 12 (20.00%) Microsoft Excel
Business Applications
1 11 (18.33%) Cognos Business Intelligence
1 11 (18.33%) Cognos TM1
Cloud Services
1 17 (28.33%) Adobe Analytics
2 10 (16.67%) Google Analytics
Database & Business Intelligence
1 23 (38.33%) Hadoop
2 14 (23.33%) Power BI
2 14 (23.33%) SQL Server Reporting Services
3 13 (21.67%) Data Warehouse
3 13 (21.67%) SQL Server
3 13 (21.67%) SQL Server Analysis Services
3 13 (21.67%) SQL Server Integration Services
4 11 (18.33%) Data Mining
4 11 (18.33%) Microsoft Analysis Services
5 2 (3.33%) OLAP
6 1 (1.67%) Apache Hive
6 1 (1.67%) Big Data
General
1 21 (35.00%) Marketing
2 14 (23.33%) Retail
3 11 (18.33%) Finance
Job Titles
1 17 (28.33%) Analyst
2 15 (25.00%) Performance Manager
3 13 (21.67%) Product Manager
4 12 (20.00%) Senior Analyst
5 10 (16.67%) Analytics Manager
5 10 (16.67%) Lead Product Manager
6 5 (8.33%) Customer Analyst
6 5 (8.33%) Customer Analytics Manager
6 5 (8.33%) Data Analyst
7 1 (1.67%) Business Intelligence Consultant
7 1 (1.67%) Business Intelligence Developer
7 1 (1.67%) Consultant
7 1 (1.67%) Data Scientist
7 1 (1.67%) Developer
7 1 (1.67%) Microsoft BI Consultant
7 1 (1.67%) Microsoft BI Developer
7 1 (1.67%) Microsoft Consultant
7 1 (1.67%) Microsoft Developer
Miscellaneous
1 23 (38.33%) Analytical Skills
2 15 (25.00%) User Experience
3 1 (1.67%) Algorithms
3 1 (1.67%) Analytical Mindset
3 1 (1.67%) Computer Science
3 1 (1.67%) Data Structures
3 1 (1.67%) Management Information System
Processes & Methodologies
1 38 (63.33%) Decision-Making
2 28 (46.67%) Data Visualisation
3 22 (36.67%) Analytics
4 21 (35.00%) Business Intelligence
5 20 (33.33%) Critical Thinking
6 17 (28.33%) Due Diligence
7 16 (26.67%) E-Commerce
8 15 (25.00%) Mentoring
9 13 (21.67%) ETL
10 12 (20.00%) Business Analysis
10 12 (20.00%) Coaching
10 12 (20.00%) Digital Analytics
11 11 (18.33%) Business Development
11 11 (18.33%) Dashboard Development
11 11 (18.33%) Data Extraction
12 10 (16.67%) Capacity Planning
12 10 (16.67%) Planning and Forecasting
12 10 (16.67%) Product Management
12 10 (16.67%) Stakeholder Management
12 10 (16.67%) Statistics
Programming Languages
1 39 (65.00%) SQL
2 13 (21.67%) T-SQL
3 11 (18.33%) VBA
4 6 (10.00%) Python
4 6 (10.00%) R
5 1 (1.67%) Java
5 1 (1.67%) Scala
Qualifications
1 12 (20.00%) Degree
2 1 (1.67%) Numerate Degree
Quality Assurance & Compliance
1 5 (8.33%) Actionable Recommendations
Vendors
1 38 (63.33%) Tableau
2 20 (33.33%) Alteryx
3 17 (28.33%) Adobe
4 14 (23.33%) Microsoft
5 11 (18.33%) Cognos
6 10 (16.67%) Google
7 7 (11.67%) MicroStrategy
7 7 (11.67%) Teradata