Period
to 15 December 2018

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 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Hertfordshire > Welwyn Garden City
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 36 35 26
Rank change year-on-year -1 -9 +8
Permanent jobs citing Data Analysis 31 9 13
As % of all permanent IT jobs advertised in Welwyn Garden City 7.56% 4.07% 5.78%
As % of the Processes & Methodologies category 7.65% 4.25% 6.02%
Number of salaries quoted 13 8 13
Welwyn Garden City median annual salary £61,000 £50,000 £32,500
Median salary % change year-on-year +22.00% +53.85% -29.73%
10th Percentile £42,400 £45,000 £31,250
90th Percentile £69,500 £55,000 £58,500
Hertfordshire median annual salary £42,500 £39,500 £40,000
% change year-on-year +7.59% -1.25% +6.67%

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 405 212 216
As % of all permanent IT jobs advertised in Welwyn Garden City 98.78% 95.93% 96.00%
Number of salaries quoted 158 153 180
Welwyn Garden City median annual salary £55,000 £41,500 £47,500
Median salary % change year-on-year +32.53% -12.63% -17.39%
10th Percentile £26,250 £30,000 £25,500
90th Percentile £76,250 £65,000 £75,000
Hertfordshire median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +8.40%

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

Data Analysis
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing Data Analysis in Welwyn Garden City over the 6 months to 15 December 2018.

Salary histogram for Data Analysis in Welwyn Garden City

For the 6 months to 15 December 2018, 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 25 (80.65%) Analytical Skills
2 13 (41.94%) Data Science
3 10 (32.26%) Decision-Making
3 10 (32.26%) Proactive Monitoring
3 10 (32.26%) Analytical Mindset
3 10 (32.26%) Systems Engineering
3 10 (32.26%) Identity Access Management
3 10 (32.26%) Cybersecurity
3 10 (32.26%) Degree
4 8 (25.81%) Business Analysis
4 8 (25.81%) Due Diligence
5 7 (22.58%) ER Studio
5 7 (22.58%) Informatics
5 7 (22.58%) UML
5 7 (22.58%) Microsoft Excel
5 7 (22.58%) Data Modelling
6 6 (19.35%) Microsoft Office
6 6 (19.35%) Oracle
6 6 (19.35%) Migration
6 6 (19.35%) System Testing
6 6 (19.35%) Data Migration
7 5 (16.13%) Logical Data Model
7 5 (16.13%) Physical Data Model
7 5 (16.13%) Power BI
7 5 (16.13%) Conceptual Models
7 5 (16.13%) Data Quality
7 5 (16.13%) Reverse Engineering
7 5 (16.13%) SQL
7 5 (16.13%) Business Intelligence
7 5 (16.13%) Microsoft

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 7 (22.58%) Microsoft Excel
2 6 (19.35%) Microsoft Office
Database & Business Intelligence
1 5 (16.13%) Power BI
2 3 (9.68%) SQL Server Reporting Services
3 2 (6.45%) Data Warehouse
3 2 (6.45%) OLAP
3 2 (6.45%) SQL Server
3 2 (6.45%) SQL Server Analysis Services
3 2 (6.45%) SQL Server Integration Services
4 1 (3.23%) BusinessObjects
4 1 (3.23%) Relational Database
Development Applications
1 7 (22.58%) ER Studio
General
1 1 (3.23%) Pharmaceutical
Job Titles
1 17 (54.84%) Analyst
2 10 (32.26%) Security Analyst
3 7 (22.58%) Data Analyst
4 6 (19.35%) Architect
4 6 (19.35%) Data Architect
4 6 (19.35%) Data Modeller
4 6 (19.35%) Product Analyst
4 6 (19.35%) Transformation Analyst
5 3 (9.68%) Consultant
6 2 (6.45%) Business Intelligence Lead
6 2 (6.45%) Team Leader
7 1 (3.23%) Business Intelligence Consultant
7 1 (3.23%) Business Intelligence Developer
7 1 (3.23%) Developer
7 1 (3.23%) Microsoft BI Consultant
7 1 (3.23%) Microsoft BI Developer
7 1 (3.23%) Microsoft Consultant
7 1 (3.23%) Microsoft Developer
7 1 (3.23%) Report Specialist
7 1 (3.23%) Senior Data Warehouse Specialist
Miscellaneous
1 25 (80.65%) Analytical Skills
2 10 (32.26%) Analytical Mindset
3 2 (6.45%) Driving Licence
3 2 (6.45%) Management Information System
Processes & Methodologies
1 13 (41.94%) Data Science
2 10 (32.26%) Cybersecurity
2 10 (32.26%) Decision-Making
2 10 (32.26%) Identity Access Management
2 10 (32.26%) Proactive Monitoring
2 10 (32.26%) Systems Engineering
3 8 (25.81%) Business Analysis
3 8 (25.81%) Due Diligence
4 7 (22.58%) Data Modelling
4 7 (22.58%) Informatics
4 7 (22.58%) UML
5 6 (19.35%) Data Migration
5 6 (19.35%) Migration
5 6 (19.35%) System Testing
6 5 (16.13%) Business Intelligence
6 5 (16.13%) Conceptual Models
6 5 (16.13%) Logical Data Model
6 5 (16.13%) Physical Data Model
6 5 (16.13%) Reverse Engineering
7 4 (12.90%) Visualisation
Programming Languages
1 5 (16.13%) SQL
2 2 (6.45%) T-SQL
Qualifications
1 10 (32.26%) Degree
Quality Assurance & Compliance
1 5 (16.13%) Data Quality
2 1 (3.23%) QA
Vendors
1 6 (19.35%) Oracle
2 5 (16.13%) Microsoft
3 1 (3.23%) SAP
3 1 (3.23%) Tableau