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 30 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 46 56 38
Rank change year-on-year
+10 -18
Permanent jobs citing Data Modelling 9 9 19
As % of all permanent IT jobs located in Liverpool 2.10% 1.60% 4.96%
As % of the Processes & Methodologies category 2.43% 1.78% 5.97%
Number of salaries quoted 9 8 17
Average salary £60,000 £40,000 £45,000
Average salary % change year-on-year
+50.00% -11.11%
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
371 505 318
As % of all permanent IT jobs located in Liverpool 86.48% 89.70% 83.03%
Number of salaries quoted 279 442 277
Average salary £45,000 £40,000 £37,500
Average salary % change year-on-year
+12.50% +6.66%
90% offered a salary of more than £27,500 £27,000 £25,000
10% offered a salary of more than £70,000 £70,000 £62,500
UK excluding London average salary £43,500 £42,500 £40,000
% change year-on-year
+2.35% +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
Salary Histogram in Liverpool

This chart provides a salary histogram for IT jobs citing Data Modelling across the Liverpool region over the 3 months to 30 March 2015.

Data Modelling Salary Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 30 March 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 (92.86%) Java
2 9 (64.29%) Software Engineering
3 7 (50.00%) Agile Software Development
3 7 (50.00%) J2EE
3 7 (50.00%) XML
3 7 (50.00%) UML
3 7 (50.00%) Analytical Skills
4 6 (42.86%) JAX-RS
4 6 (42.86%) Relational Database
4 6 (42.86%) RDBMS
4 6 (42.86%) OO
4 6 (42.86%) E-Commerce
4 6 (42.86%) UNIX
4 6 (42.86%) Linux
4 6 (42.86%) Banking
4 6 (42.86%) Finance
4 6 (42.86%) Requirements Analysis
4 6 (42.86%) Multithreading
4 6 (42.86%) RESTful
5 5 (35.71%) Degree
6 4 (28.57%) Technical Architecture
6 4 (28.57%) Back Office
6 4 (28.57%) Mathematics
7 3 (21.43%) Waterfall
7 3 (21.43%) PHP
8 1 (7.14%) SQL
8 1 (7.14%) Oracle
8 1 (7.14%) PRINCE2
8 1 (7.14%) SOA
8 1 (7.14%) NHS

Data Modelling
Top Related IT Skills in Liverpool by Category

For the 6 months to 30 March 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 6 (42.86%) RDBMS
1 6 (42.86%) Relational Database
General
1 6 (42.86%) Finance
1 6 (42.86%) Banking
2 4 (28.57%) Back Office
3 1 (7.14%) Retail
Job Titles
1 7 (50.00%) Architect
1 7 (50.00%) Solutions Architect
2 6 (42.86%) Software Engineer
2 6 (42.86%) Java Software Engineer
3 1 (7.14%) Java Architect
3 1 (7.14%) Java Solutions Architect
3 1 (7.14%) Analyst
3 1 (7.14%) Senior Analyst
Libraries, Frameworks & Software Standards
1 7 (50.00%) J2EE
1 7 (50.00%) XML
2 6 (42.86%) RESTful
2 6 (42.86%) JAX-RS
Miscellaneous
1 7 (50.00%) Analytical Skills
2 4 (28.57%) Mathematics
3 1 (7.14%) NHS
3 1 (7.14%) Management Information System
3 1 (7.14%) Statistics
Operating Systems
1 6 (42.86%) UNIX
1 6 (42.86%) Linux
Processes & Methodologies
1 9 (64.29%) Software Engineering
2 7 (50.00%) Agile Software Development
2 7 (50.00%) UML
3 6 (42.86%) OO
3 6 (42.86%) E-Commerce
3 6 (42.86%) Requirements Analysis
3 6 (42.86%) Multithreading
4 4 (28.57%) Technical Architecture
5 3 (21.43%) Waterfall
6 1 (7.14%) Regression Analysis
6 1 (7.14%) Predictive Modelling
6 1 (7.14%) PRINCE2
6 1 (7.14%) SOA
6 1 (7.14%) Project Management
Programming Languages
1 13 (92.86%) Java
2 3 (21.43%) PHP
3 1 (7.14%) SQL
Qualifications
1 5 (35.71%) Degree
Vendors
1 1 (7.14%) Oracle