The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Merseyside region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 50 53 66
Rank change year-on-year
+3 +13
Permanent jobs citing Data Modelling 3 10 9
As % of all permanent IT jobs located in Merseyside 0.73% 1.96% 1.36%
As % of the Processes & Methodologies category 0.88% 2.24% 1.52%
Number of salaries quoted 3 10 8
Median salary £42,250 £60,000 £42,500
Median salary % change year-on-year
-29.58% +41.17%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
North West

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

Processes & Methodologies Category
Merseyside
Permanent IT job ads with a match in the
Processes & Methodologies category
342 447 594
As % of all permanent IT jobs located in Merseyside 83.41% 87.65% 89.73%
Number of salaries quoted 282 322 518
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Merseyside

The demand trend of job ads across the Merseyside region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Merseyside

Data Modelling
Salary Trend in Merseyside

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

Data Modelling Salary Trend in Merseyside

Data Modelling
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Merseyside region over the 3 months to 1 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool +6 3 £42,250 -29.58%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Merseyside

For the 6 months to 1 May 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Merseyside region with a requirement for 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 Merseyside 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 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