The following table provides summary statistics for permanent job vacancies advertised in Merseyside 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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
North West / Merseyside
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 48 57 50
Rank change year-on-year +9 -7  
Permanent jobs citing Data Modelling 15 4 9
As % of all permanent IT jobs advertised in Merseyside 2.65% 0.82% 1.82%
As % of the Processes & Methodologies category 2.93% 0.94% 2.05%
Number of salaries quoted 5 4 9
Median salary £45,000 £37,375 £60,000
Median salary % change year-on-year +20.40% -37.70%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Merseyside with a requirement for process and methodology skills.

Process & Methodology Skills
Merseyside
Permanent job vacancies with a requirement for process and methodology skills 512 424 439
As % of all permanent IT job vacancies advertised in Merseyside 90.46% 86.71% 88.87%
Number of salaries quoted 411 349 342
Median salary £40,372 £38,500 £41,000
Median salary % change year-on-year +4.86% -6.09%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £70,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Merseyside

The job posting trend of jobs advertised in Merseyside citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Merseyside.

Salary trend for Data Modelling 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 28 March 2017. 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 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 +14 13 £45,000 +20.40%
Southport - 1 £42,500 -
Data Modelling
North West

Data Modelling
Top 30 Co-occurring IT Skills in Merseyside

For the 6 months to 28 March 2017, 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 20 (58.82%) Business Intelligence
2 19 (55.88%) Data Warehouse
3 14 (41.18%) Microsoft
3 14 (41.18%) SQL Server
3 14 (41.18%) ITIL
3 14 (41.18%) SQL Server Integration Services
4 11 (32.35%) SQL
5 10 (29.41%) Oracle
6 8 (23.53%) SAP
6 8 (23.53%) Analytical Skills
7 7 (20.59%) PL/SQL
7 7 (20.59%) Siebel
7 7 (20.59%) Informatica
7 7 (20.59%) Unix
7 7 (20.59%) Shell Script
7 7 (20.59%) Migration
7 7 (20.59%) Siebel EIM
7 7 (20.59%) Data Migration
7 7 (20.59%) SC Cleared
7 7 (20.59%) Security Cleared
7 7 (20.59%) Data Architecture
8 6 (17.65%) QlikView
8 6 (17.65%) Finance
8 6 (17.65%) SQL Server 2012
8 6 (17.65%) BusinessObjects Business Intelligence
9 5 (14.71%) ITIL V3
9 5 (14.71%) Data Governance
9 5 (14.71%) Data Quality
9 5 (14.71%) Stakeholder Management
9 5 (14.71%) Data Integration

Data Modelling
Co-occurring 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 3 (8.82%) MS Excel
Business Applications
1 1 (2.94%) SAP SD
Cloud Services
1 2 (5.88%) Cloud Computing
1 2 (5.88%) Force.com
Database & Business Intelligence
1 19 (55.88%) Data Warehouse
2 14 (41.18%) SQL Server
2 14 (41.18%) SQL Server Integration Services
3 7 (20.59%) Siebel EIM
4 6 (17.65%) BusinessObjects Business Intelligence
4 6 (17.65%) QlikView
4 6 (17.65%) SQL Server 2012
5 2 (5.88%) Big Data
5 2 (5.88%) Relational Database
Development Applications
1 2 (5.88%) Oracle APEX
General
1 6 (17.65%) Finance
2 3 (8.82%) Banking
3 2 (5.88%) Legal
4 1 (2.94%) Manufacturing
4 1 (2.94%) Retail
Job Titles
1 16 (47.06%) Analyst
2 9 (26.47%) Data Analyst
2 9 (26.47%) Data Warehouse Analyst
3 7 (20.59%) Architect
3 7 (20.59%) Data Architect
3 7 (20.59%) Senior Architect
3 7 (20.59%) Senior Data Architect
4 3 (8.82%) Applications Support
4 3 (8.82%) Applications Support Analyst
4 3 (8.82%) Support Analyst
5 2 (5.88%) Business Analyst
5 2 (5.88%) Business IT Analyst
5 2 (5.88%) Consultant
5 2 (5.88%) Development Analyst
5 2 (5.88%) Development Support Analyst
5 2 (5.88%) IT Analyst
5 2 (5.88%) IT Business Analyst
5 2 (5.88%) Salesforce Consultant
6 1 (2.94%) Business Intelligence Support Analyst
6 1 (2.94%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (5.88%) DHTML
1 2 (5.88%) HTML
1 2 (5.88%) Visualforce
Miscellaneous
1 8 (23.53%) Analytical Skills
2 2 (5.88%) User Experience
Operating Systems
1 7 (20.59%) Unix
Processes & Methodologies
1 20 (58.82%) Business Intelligence
2 14 (41.18%) ITIL
3 7 (20.59%) Data Architecture
3 7 (20.59%) Data Migration
3 7 (20.59%) Migration
4 5 (14.71%) Data Governance
4 5 (14.71%) Data Integration
4 5 (14.71%) Data Management
4 5 (14.71%) Enterprise Architecture
4 5 (14.71%) ITIL V3
4 5 (14.71%) Release Management
4 5 (14.71%) Stakeholder Management
4 5 (14.71%) TOGAF
5 3 (8.82%) Business Analysis
5 3 (8.82%) CRM
6 2 (5.88%) Business Process Modelling
6 2 (5.88%) Change Control
6 2 (5.88%) Data Acquisition
6 2 (5.88%) Use Case
7 1 (2.94%) Continuous Improvement
Programming Languages
1 11 (32.35%) SQL
2 7 (20.59%) PL/SQL
2 7 (20.59%) Shell Script
3 2 (5.88%) Apex Code
3 2 (5.88%) JavaScript
Qualifications
1 7 (20.59%) SC Cleared
1 7 (20.59%) Security Cleared
2 5 (14.71%) Degree
Quality Assurance & Compliance
1 5 (14.71%) Data Quality
Vendors
1 14 (41.18%) Microsoft
2 10 (29.41%) Oracle
3 8 (23.53%) SAP
4 7 (20.59%) Informatica
4 7 (20.59%) Siebel
5 2 (5.88%) Salesforce.com
6 1 (2.94%) Alteryx