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 28 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
28 Apr 2016
Same period 2015 Same period 2014
Data Modeling
Rank 44 47 59
Rank change year-on-year
+3 +12
Permanent jobs citing Data Modelling 3 9 9
As % of all permanent IT jobs located in Liverpool 0.89% 2.11% 1.59%
As % of the Processes & Methodologies category 1.09% 2.39% 1.77%
Number of salaries quoted 3 9 8
Average salary £42,250 £60,000 £42,500
Average salary % change year-on-year
-29.58% +41.17%
UK excluding London average salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
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
274 377 508
As % of all permanent IT jobs located in Liverpool 81.55% 88.29% 89.75%
Number of salaries quoted 219 265 443
Average salary £40,000 £45,000 £40,000
Average salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 April 2016, 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 6 (85.71%) SQL Server
1 6 (85.71%) Microsoft
2 5 (71.43%) ETL
2 5 (71.43%) Business Intelligence
2 5 (71.43%) SQL
2 5 (71.43%) SQL Server Reporting Services
2 5 (71.43%) SQL Server Integration Services
3 4 (57.14%) T-SQL
3 4 (57.14%) Data Warehouse
4 3 (42.86%) Salesforce.com
4 3 (42.86%) Oracle
4 3 (42.86%) CRM
4 3 (42.86%) DB2
4 3 (42.86%) Data Integration
4 3 (42.86%) SQL Server 2008
4 3 (42.86%) Analytics
4 3 (42.86%) Dynamics CRM
4 3 (42.86%) SQL Server 2014
5 2 (28.57%) Oracle BI EE
5 2 (28.57%) Hadoop
5 2 (28.57%) Waterfall
5 2 (28.57%) Tableau
5 2 (28.57%) Big Data
5 2 (28.57%) Greenplum
5 2 (28.57%) Agile Software Development
5 2 (28.57%) Systems Analysis
5 2 (28.57%) Teradata
5 2 (28.57%) Cognos
5 2 (28.57%) BusinessObjects
5 2 (28.57%) MicroStrategy

Data Modelling
Top Related IT Skills in Liverpool by Category

For the 6 months to 28 April 2016, 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.

Applications
1 1 (14.29%) MS Visio
Business Applications
1 3 (42.86%) Dynamics CRM
Database & Business Intelligence
1 6 (85.71%) SQL Server
2 5 (71.43%) SQL Server Integration Services
2 5 (71.43%) SQL Server Reporting Services
3 4 (57.14%) Data Warehouse
4 3 (42.86%) DB2
4 3 (42.86%) SQL Server 2008
4 3 (42.86%) SQL Server 2014
5 2 (28.57%) Big Data
5 2 (28.57%) BusinessObjects
5 2 (28.57%) Hadoop
5 2 (28.57%) Oracle BI EE
6 1 (14.29%) PostgreSQL
6 1 (14.29%) SQL Server Analysis Services
6 1 (14.29%) SSDT
General
1 1 (14.29%) Marketing
Job Titles
1 5 (71.43%) Analyst
2 4 (57.14%) Developer
3 3 (42.86%) SQL Analyst
3 3 (42.86%) SQL Developer
4 2 (28.57%) Analyst Developer
4 2 (28.57%) Business Intelligence Analyst
4 2 (28.57%) Business Intelligence Developer
4 2 (28.57%) SQL BI Developer
4 2 (28.57%) Systems Analyst
5 1 (14.29%) Administrator
5 1 (14.29%) Data Analyst
5 1 (14.29%) Database Developer
5 1 (14.29%) DBA
5 1 (14.29%) SQL Data Analyst
5 1 (14.29%) SQL Database Developer
5 1 (14.29%) SQL DBA
5 1 (14.29%) SSAS Developer
5 1 (14.29%) SSIS Developer
5 1 (14.29%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (14.29%) ODBC
Miscellaneous
1 3 (42.86%) Data Integration
2 1 (14.29%) Data Extraction
Operating Systems
1 1 (14.29%) Linux
1 1 (14.29%) Unix
1 1 (14.29%) Windows
Processes & Methodologies
1 5 (71.43%) Business Intelligence
1 5 (71.43%) ETL
2 3 (42.86%) Analytics
2 3 (42.86%) CRM
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Systems Analysis
3 2 (28.57%) Waterfall
4 1 (14.29%) Business Development
4 1 (14.29%) Data Management
4 1 (14.29%) Data-Driven Marketing
4 1 (14.29%) Logical Data Model
4 1 (14.29%) Physical Data Model
Programming Languages
1 5 (71.43%) SQL
2 4 (57.14%) T-SQL
Vendors
1 6 (85.71%) Microsoft
2 3 (42.86%) Oracle
2 3 (42.86%) Salesforce.com
3 2 (28.57%) Cognos
3 2 (28.57%) Greenplum
3 2 (28.57%) MicroStrategy
3 2 (28.57%) Tableau
3 2 (28.57%) Teradata