The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Liverpool region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 26 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 Feb 2015
Same period 2014 Same period 2013
Data Modeling
Rank 42 61 36
Rank change year-on-year
+19 -25
Permanent jobs citing Data Modelling 10 3 22
As % of all permanent IT jobs located in Liverpool 2.33% 0.59% 5.34%
As % of the Processes & Methodologies category 2.67% 0.67% 6.83%
Number of salaries quoted 10 3 20
Average salary £61,500 £31,000 £45,000
Average salary % change year-on-year
+98.38% -31.11%
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
Merseyside

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Liverpool region.

Processes & Methodologies Category
Liverpool
Permanent IT job ads with a match in the
Processes & Methodologies category
374 449 322
As % of all permanent IT jobs located in Liverpool 86.98% 88.39% 78.16%
Number of salaries quoted 306 388 296
Average salary £42,500 £40,000 £39,000
Average salary % change year-on-year
+6.25% +2.56%
90% offered a salary of more than £27,500 £27,500 £26,000
10% offered a salary of more than £70,000 £70,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Modelling
Jobs Demand Trend in Liverpool

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Liverpool region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Liverpool region.

Data Modelling Salary Trend in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 26 February 2015, IT jobs across the Liverpool region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 13 (86.67%) Java
2 9 (60.00%) UML
3 8 (53.33%) J2EE
3 8 (53.33%) XML
3 8 (53.33%) Agile Software Development
3 8 (53.33%) Software Engineering
4 7 (46.67%) Analytical Skills
5 6 (40.00%) Finance
6 5 (33.33%) RDBMS
6 5 (33.33%) Banking
6 5 (33.33%) Requirements Analysis
6 5 (33.33%) Technical Architecture
6 5 (33.33%) Degree
6 5 (33.33%) Mathematics
6 5 (33.33%) Multithreading
6 5 (33.33%) RESTful
6 5 (33.33%) E-Commerce
6 5 (33.33%) UNIX
6 5 (33.33%) Linux
6 5 (33.33%) OO
6 5 (33.33%) PHP
6 5 (33.33%) JAX-RS
6 5 (33.33%) Relational Database
6 5 (33.33%) Waterfall
7 3 (20.00%) Back Office
8 1 (6.67%) ETL
8 1 (6.67%) Business Intelligence
8 1 (6.67%) Quality Management
8 1 (6.67%) SQL
8 1 (6.67%) Data Warehouse

Data Modelling
Top Related IT Skills in Liverpool by Category

For the 6 months to 26 February 2015, IT jobs across the Liverpool region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Database & Business Intelligence
1 5 (33.33%) RDBMS
1 5 (33.33%) Relational Database
2 1 (6.67%) Data Warehouse
General
1 6 (40.00%) Finance
2 5 (33.33%) Banking
3 3 (20.00%) Back Office
Job Titles
1 8 (53.33%) Architect
1 8 (53.33%) Solutions Architect
2 5 (33.33%) Java Software Engineer
2 5 (33.33%) Software Engineer
3 3 (20.00%) Java Architect
3 3 (20.00%) Java Solutions Architect
4 2 (13.33%) Analyst
5 1 (6.67%) Systems Analyst
5 1 (6.67%) Quality Analyst
5 1 (6.67%) Data Analyst
5 1 (6.67%) Technical Analyst
5 1 (6.67%) Data Quality Analyst
Libraries, Frameworks & Software Standards
1 8 (53.33%) J2EE
1 8 (53.33%) XML
2 5 (33.33%) RESTful
2 5 (33.33%) JAX-RS
Miscellaneous
1 7 (46.67%) Analytical Skills
2 5 (33.33%) Mathematics
3 1 (6.67%) Visualisation
Operating Systems
1 5 (33.33%) UNIX
1 5 (33.33%) Linux
Processes & Methodologies
1 9 (60.00%) UML
2 8 (53.33%) Agile Software Development
2 8 (53.33%) Software Engineering
3 5 (33.33%) OO
3 5 (33.33%) E-Commerce
3 5 (33.33%) Requirements Analysis
3 5 (33.33%) Technical Architecture
3 5 (33.33%) Multithreading
3 5 (33.33%) Waterfall
4 1 (6.67%) Root Cause Analysis
4 1 (6.67%) ETL
4 1 (6.67%) Business Intelligence
4 1 (6.67%) Quality Management
4 1 (6.67%) Systems Analysis
Programming Languages
1 13 (86.67%) Java
2 5 (33.33%) PHP
3 1 (6.67%) SQL
Qualifications
1 5 (33.33%) Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
Vendors
1 1 (6.67%) Tableau