Period
to 17 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 17 June 2019 with a comparison to the same period in the previous 2 years.

Data Analysis
Hertfordshire > Welwyn Garden City
6 months to
17 Jun 2019
Same period 2018 Same period 2017
Rank 34 49 27
Rank change year-on-year +15 -22 +5
Permanent jobs citing Data Analysis 6 13 8
As % of all permanent IT jobs advertised in Welwyn Garden City 4.08% 3.27% 3.79%
As % of the Processes & Methodologies category 4.23% 3.39% 4.32%
Number of salaries quoted 0 0 3
Welwyn Garden City median annual salary - - £39,250
Hertfordshire median annual salary £55,000 £48,750 £39,000
% change year-on-year +12.82% +25.00% -2.50%

Data Analysis 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 142 383 185
As % of all permanent IT jobs advertised in Welwyn Garden City 96.60% 96.47% 87.68%
Number of salaries quoted 39 107 129
Welwyn Garden City median annual salary £65,000 £52,000 £50,000
Median salary % change year-on-year +25.00% +4.00% +5.26%
10th Percentile £25,000 £25,000 £27,500
90th Percentile £75,000 £75,000 £72,750
Hertfordshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Data Analysis
Job Vacancy Trend in Welwyn Garden City

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

Job vacancy trend for Data Analysis in Welwyn Garden City

Data Analysis
Salary Trend in Welwyn Garden City

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

Salary trend for Data Analysis in Welwyn Garden City

For the 6 months to 17 June 2019, IT jobs citing Data Analysis 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 Data Analysis.

1 5 (83.33%) Analytical Skills
2 4 (66.67%) Agile Software Development
3 3 (50.00%) Go
3 3 (50.00%) MongoDB
3 3 (50.00%) NoSQL
3 3 (50.00%) SQL Server Analysis Services
3 3 (50.00%) Dimensional Modelling
3 3 (50.00%) Data Architecture
3 3 (50.00%) C#
3 3 (50.00%) SQL
3 3 (50.00%) T-SQL
3 3 (50.00%) VBA
3 3 (50.00%) SQL Server
3 3 (50.00%) OLAP
3 3 (50.00%) Python
3 3 (50.00%) Microsoft Excel
3 3 (50.00%) Data Warehouse
3 3 (50.00%) Data Modelling
3 3 (50.00%) ETL
3 3 (50.00%) Business Intelligence
3 3 (50.00%) Microsoft
3 3 (50.00%) SQL Server Reporting Services
3 3 (50.00%) SQL Server Integration Services
3 3 (50.00%) Degree
3 3 (50.00%) Power BI
3 3 (50.00%) Decision-Making
3 3 (50.00%) Critical Thinking
3 3 (50.00%) Power Platform
4 2 (33.33%) Identity Access Management
4 2 (33.33%) Analytical Mindset

Data Analysis
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:

Applications
1 3 (50.00%) Microsoft Excel
Cloud Services
1 3 (50.00%) Power Platform
2 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
1 3 (50.00%) MongoDB
1 3 (50.00%) NoSQL
1 3 (50.00%) OLAP
1 3 (50.00%) Power BI
1 3 (50.00%) SQL Server
1 3 (50.00%) SQL Server Analysis Services
1 3 (50.00%) SQL Server Integration Services
1 3 (50.00%) SQL Server Reporting Services
General
1 2 (33.33%) Retail
2 1 (16.67%) Manufacturing
Job Titles
1 3 (50.00%) Business Developer
1 3 (50.00%) Business Intelligence Developer
1 3 (50.00%) Developer
2 2 (33.33%) Analyst
2 2 (33.33%) Security Analyst
3 1 (16.67%) Head of Design
3 1 (16.67%) Head of User Experience
3 1 (16.67%) Identity and Access Management Analyst
3 1 (16.67%) Identity Management Analyst
3 1 (16.67%) Senior Business Intelligence Developer
3 1 (16.67%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) MDX
Miscellaneous
1 5 (83.33%) Analytical Skills
2 2 (33.33%) Analytical Mindset
3 1 (16.67%) User Experience
Processes & Methodologies
1 4 (66.67%) Agile Software Development
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Critical Thinking
2 3 (50.00%) Data Architecture
2 3 (50.00%) Data Modelling
2 3 (50.00%) Decision-Making
2 3 (50.00%) Dimensional Modelling
2 3 (50.00%) ETL
3 2 (33.33%) Cybersecurity
3 2 (33.33%) Identity Access Management
4 1 (16.67%) Data Science
4 1 (16.67%) Ergonomics
4 1 (16.67%) Human Factors
4 1 (16.67%) Proactive Monitoring
4 1 (16.67%) Problem-Solving
4 1 (16.67%) Prototyping
4 1 (16.67%) Psychology
4 1 (16.67%) Unit Testing
4 1 (16.67%) User-Centered Design (UCD)
4 1 (16.67%) Validation
Programming Languages
1 3 (50.00%) C#
1 3 (50.00%) Go
1 3 (50.00%) Python
1 3 (50.00%) SQL
1 3 (50.00%) T-SQL
1 3 (50.00%) VBA
Qualifications
1 3 (50.00%) Degree
Vendors
1 3 (50.00%) Microsoft