Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Merseyside > Liverpool
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 57 57 60
Rank change year-on-year 0 +3 +9
Permanent jobs citing Data Modelling 4 12 41
As % of all permanent IT jobs advertised in Liverpool 0.70% 1.62% 3.83%
As % of the Processes & Methodologies category 0.77% 1.75% 4.21%
Number of salaries quoted 3 12 11
Liverpool median annual salary £36,500 £50,000 £45,000
Median salary % change year-on-year -27.00% +11.11% -13.04%
10th Percentile £34,750 £37,550 £42,500
90th Percentile £38,650 £54,750 £47,500
Merseyside median annual salary £36,500 £47,500 £45,000
% change year-on-year -23.16% +5.56% -13.04%

Data Modelling 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 Liverpool with a requirement for process or methodology skills.

All Process and Methodology Skills
Liverpool
Permanent vacancies with a requirement for process or methodology skills 521 687 974
As % of all permanent IT jobs advertised in Liverpool 90.61% 92.71% 91.03%
Number of salaries quoted 403 531 620
Liverpool median annual salary £41,895 £41,000 £40,000
Median salary % change year-on-year +2.18% +2.50% -
10th Percentile £26,250 £27,500 £26,250
90th Percentile £60,000 £67,500 £57,500
Merseyside median annual salary £40,000 £40,000 £40,000

Data Modelling
Job Vacancy Trend in Liverpool

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Data Modelling in Liverpool

Data Modelling
Salary Trend in Liverpool

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

Salary trend for Data Modelling in Liverpool

For the 6 months to 10 December 2018, IT jobs citing Data Modelling 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 Liverpool region with a requirement for Data Modelling.

1 3 (75.00%) Data Analysis
2 2 (50.00%) Business Analysis
2 2 (50.00%) Waterfall
2 2 (50.00%) SQL
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Business Process Mapping
2 2 (50.00%) Stakeholder Analysis
2 2 (50.00%) Workshop Facilitation
3 1 (25.00%) Power BI
3 1 (25.00%) Spatial Analysis
3 1 (25.00%) Qlik Sense
3 1 (25.00%) SQL Server Reporting Services
3 1 (25.00%) T-SQL
3 1 (25.00%) .NET
3 1 (25.00%) SQL Server
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Data Visualisation
3 1 (25.00%) Tableau
3 1 (25.00%) Continuous Improvement
3 1 (25.00%) Technical Architecture
3 1 (25.00%) SQL Server Analysis Services
3 1 (25.00%) Visualisation

Data Modelling
Co-occurring IT Skills in Liverpool 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:

Database & Business Intelligence
1 1 (25.00%) Power BI
1 1 (25.00%) Qlik Sense
1 1 (25.00%) SQL Server
1 1 (25.00%) SQL Server Analysis Services
1 1 (25.00%) SQL Server Reporting Services
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Business Analyst
1 2 (50.00%) Business IT Analyst
1 2 (50.00%) IT Analyst
1 2 (50.00%) IT Business Analyst
2 1 (25.00%) Developer
2 1 (25.00%) MI Manager
2 1 (25.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) .NET
Processes & Methodologies
1 3 (75.00%) Data Analysis
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Business Analysis
2 2 (50.00%) Business Process Mapping
2 2 (50.00%) Stakeholder Analysis
2 2 (50.00%) Waterfall
2 2 (50.00%) Workshop Facilitation
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Continuous Improvement
3 1 (25.00%) Data Visualisation
3 1 (25.00%) Spatial Analysis
3 1 (25.00%) Technical Architecture
3 1 (25.00%) Visualisation
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) T-SQL
Vendors
1 1 (25.00%) Tableau