The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Merseyside / Liverpool
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 54 49 49
Rank change year-on-year -5 0  
Permanent jobs citing Data Modelling 2 5 6
As % of all permanent IT jobs advertised in Liverpool 0.52% 1.26% 1.43%
As % of the Processes & Methodologies category 0.56% 1.54% 1.68%
Number of salaries quoted 2 2 6
Median salary £54,500 £45,000 £51,250
Median salary % change year-on-year +21.11% -12.19%  
90% offered a salary of more than £50,100 £45,000 £33,250
10% offered a salary of more than £58,900 £45,000 £71,500
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 Liverpool with a requirement for process and methodology skills.

Process & Methodology Skills
Liverpool
Permanent job vacancies with a requirement for process and methodology skills 355 325 358
As % of all permanent IT job vacancies advertised in Liverpool 92.21% 81.66% 85.24%
Number of salaries quoted 252 256 261
Median salary £40,000 £42,500 £43,500
Median salary % change year-on-year -5.88% -2.29%  
90% offered a salary of more than £30,000 £30,500 £27,000
10% offered a salary of more than £67,500 £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 Liverpool

The job posting trend of jobs advertised in Liverpool 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 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 in Liverpool.

Salary trend for Data Modelling in Liverpool

Data Modelling
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Modelling in Liverpool over the 3 months to 23 June 2017.

Salary histogram for Data Modelling in Liverpool

For the 6 months to 23 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 Liverpool region with a requirement for Data Modelling.

1 11 (64.71%) Business Intelligence
2 9 (52.94%) Data Warehouse
3 7 (41.18%) SQL
3 7 (41.18%) Analytical Skills
4 6 (35.29%) Oracle
5 5 (29.41%) SQL Server
5 5 (29.41%) PL/SQL
5 5 (29.41%) Unix
5 5 (29.41%) Microsoft
5 5 (29.41%) Informatica
5 5 (29.41%) Shell Script
5 5 (29.41%) Migration
5 5 (29.41%) Stakeholder Management
5 5 (29.41%) Siebel EIM
5 5 (29.41%) Data Management
5 5 (29.41%) TOGAF
5 5 (29.41%) SQL Server Integration Services
5 5 (29.41%) Enterprise Architecture
5 5 (29.41%) Degree
5 5 (29.41%) Data Strategy
5 5 (29.41%) Data Governance
5 5 (29.41%) Siebel
5 5 (29.41%) Data Migration
5 5 (29.41%) Data Integration
5 5 (29.41%) SC Cleared
5 5 (29.41%) Security Cleared
5 5 (29.41%) Data Architecture
6 4 (23.53%) ITIL
7 2 (11.76%) ITIL V3
7 2 (11.76%) SQL Server 2012

Data Modelling
Co-occurring IT Skills in Liverpool 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 1 (5.88%) Apache Spark
1 1 (5.88%) SAS
Database & Business Intelligence
1 9 (52.94%) Data Warehouse
2 5 (29.41%) Siebel EIM
2 5 (29.41%) SQL Server
2 5 (29.41%) SQL Server Integration Services
3 2 (11.76%) SQL Server 2012
4 1 (5.88%) SQL Server Reporting Services
General
1 1 (5.88%) Advertising
1 1 (5.88%) Finance
Job Titles
1 5 (29.41%) Analyst
1 5 (29.41%) Architect
1 5 (29.41%) Data Architect
1 5 (29.41%) Senior Architect
1 5 (29.41%) Senior Data Architect
2 3 (17.65%) Data Analyst
3 2 (11.76%) Data Warehouse Analyst
4 1 (5.88%) Business Intelligence Developer
4 1 (5.88%) Data Scientist
4 1 (5.88%) Developer
4 1 (5.88%) Senior Analyst
4 1 (5.88%) Senior Business Intelligence Developer
4 1 (5.88%) Senior Data Analyst
4 1 (5.88%) Senior Developer
Miscellaneous
1 7 (41.18%) Analytical Skills
2 1 (5.88%) Algorithms
Operating Systems
1 5 (29.41%) Unix
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 5 (29.41%) Data Architecture
2 5 (29.41%) Data Governance
2 5 (29.41%) Data Integration
2 5 (29.41%) Data Management
2 5 (29.41%) Data Migration
2 5 (29.41%) Data Strategy
2 5 (29.41%) Enterprise Architecture
2 5 (29.41%) Migration
2 5 (29.41%) Stakeholder Management
2 5 (29.41%) TOGAF
3 4 (23.53%) ITIL
4 2 (11.76%) ITIL V3
4 2 (11.76%) Release Management
5 1 (5.88%) CRM
5 1 (5.88%) Data Extraction
5 1 (5.88%) Deep Learning
5 1 (5.88%) ETL
5 1 (5.88%) Logistic Regression
5 1 (5.88%) Quantitative Analysis
Programming Languages
1 7 (41.18%) SQL
2 5 (29.41%) PL/SQL
2 5 (29.41%) Shell Script
3 1 (5.88%) Python
Qualifications
1 5 (29.41%) Degree
1 5 (29.41%) SC Cleared
1 5 (29.41%) Security Cleared
Vendors
1 6 (35.29%) Oracle
2 5 (29.41%) Informatica
2 5 (29.41%) Microsoft
2 5 (29.41%) Siebel
3 1 (5.88%) Alteryx
3 1 (5.88%) SAP
3 1 (5.88%) Teradata
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 3 days ago