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 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
North West / Merseyside
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 56 52 55
Rank change year-on-year -4 +3  
Permanent jobs citing Data Modelling 10 6 6
As % of all permanent IT jobs advertised in Merseyside 1.87% 1.30% 1.18%
As % of the Processes & Methodologies category 2.09% 1.56% 1.37%
Number of salaries quoted 5 2 6
Median salary £42,500 £45,000 £51,250
Median salary % change year-on-year -5.55% -12.19%  
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 479 385 438
As % of all permanent IT job vacancies advertised in Merseyside 89.37% 83.15% 86.39%
Number of salaries quoted 339 308 318
Median salary £40,000 £40,000 £43,500
Median salary % change year-on-year - -8.04%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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
Salary Histogram in Merseyside

The salary distribution of IT jobs citing Data Modelling in Merseyside over the 3 months to 25 June 2017.

Salary histogram 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 25 June 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
Southport - 3 £42,500 -
Liverpool -2 2 £54,500 +21.11% 3
Data Modelling
North West

For the 6 months to 25 June 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 12 (44.44%) SQL
2 11 (40.74%) Oracle
2 11 (40.74%) Business Intelligence
3 10 (37.04%) SQL Server
3 10 (37.04%) Data Management
3 10 (37.04%) Data Integration
3 10 (37.04%) Data Strategy
4 9 (33.33%) Data Warehouse
5 7 (25.93%) Analytical Skills
6 5 (18.52%) Business Process Modelling
6 5 (18.52%) E-Commerce
6 5 (18.52%) SOA
6 5 (18.52%) Microsoft
6 5 (18.52%) Informatica
6 5 (18.52%) Shell Script
6 5 (18.52%) PL/SQL
6 5 (18.52%) Unix
6 5 (18.52%) Migration
6 5 (18.52%) Stakeholder Management
6 5 (18.52%) Siebel EIM
6 5 (18.52%) PostgreSQL
6 5 (18.52%) SC Cleared
6 5 (18.52%) Security Cleared
6 5 (18.52%) Data Architecture
6 5 (18.52%) Data Governance
6 5 (18.52%) Change Control
6 5 (18.52%) Oracle SOA Suite
6 5 (18.52%) Master Data Management
6 5 (18.52%) Retail
6 5 (18.52%) User Experience

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:

Application Platforms
1 5 (18.52%) Oracle SOA Suite
2 1 (3.70%) Apache Spark
2 1 (3.70%) SAS
Database & Business Intelligence
1 10 (37.04%) SQL Server
2 9 (33.33%) Data Warehouse
3 5 (18.52%) PostgreSQL
3 5 (18.52%) Siebel EIM
3 5 (18.52%) SQL Server Integration Services
4 2 (7.41%) SQL Server 2012
5 1 (3.70%) SQL Server Reporting Services
General
1 5 (18.52%) Retail
2 3 (11.11%) Legal
3 1 (3.70%) Advertising
3 1 (3.70%) Finance
Job Titles
1 10 (37.04%) Analyst
1 10 (37.04%) Architect
1 10 (37.04%) Data Architect
2 5 (18.52%) Business Analyst
2 5 (18.52%) Business IT Analyst
2 5 (18.52%) Data Integration Architect
2 5 (18.52%) Integration Architect
2 5 (18.52%) IT Analyst
2 5 (18.52%) IT Business Analyst
2 5 (18.52%) Senior Architect
2 5 (18.52%) Senior Data Architect
3 3 (11.11%) Data Analyst
4 2 (7.41%) Data Warehouse Analyst
5 1 (3.70%) Business Intelligence Developer
5 1 (3.70%) Data Scientist
5 1 (3.70%) Developer
5 1 (3.70%) Senior Analyst
5 1 (3.70%) Senior Business Intelligence Developer
5 1 (3.70%) Senior Data Analyst
5 1 (3.70%) Senior Developer
Miscellaneous
1 7 (25.93%) Analytical Skills
2 5 (18.52%) User Experience
3 1 (3.70%) Algorithms
Operating Systems
1 5 (18.52%) Unix
Processes & Methodologies
1 11 (40.74%) Business Intelligence
2 10 (37.04%) Data Integration
2 10 (37.04%) Data Management
2 10 (37.04%) Data Strategy
3 5 (18.52%) Business Analysis
3 5 (18.52%) Business Process Modelling
3 5 (18.52%) Change Control
3 5 (18.52%) Data Architecture
3 5 (18.52%) Data Governance
3 5 (18.52%) Data Migration
3 5 (18.52%) E-Commerce
3 5 (18.52%) Enterprise Architecture
3 5 (18.52%) Master Data Management
3 5 (18.52%) Migration
3 5 (18.52%) SOA
3 5 (18.52%) Stakeholder Management
3 5 (18.52%) TOGAF
3 5 (18.52%) Use Case
4 4 (14.81%) ITIL
5 2 (7.41%) Release Management
Programming Languages
1 12 (44.44%) SQL
2 5 (18.52%) PL/SQL
2 5 (18.52%) Shell Script
3 1 (3.70%) Python
Qualifications
1 5 (18.52%) Degree
1 5 (18.52%) SC Cleared
1 5 (18.52%) Security Cleared
Vendors
1 11 (40.74%) Oracle
2 5 (18.52%) Informatica
2 5 (18.52%) Microsoft
2 5 (18.52%) Siebel
3 1 (3.70%) Alteryx
3 1 (3.70%) SAP
3 1 (3.70%) Teradata
Liverpool
Nigel Frank International
Salary: £40000 - £45000 per annum + company benefits
Posted: 2 days ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 4 days ago