Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the Wirral 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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Merseyside > Wirral
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 17 - -
Rank change year-on-year - - +28
Permanent jobs citing Data Modelling 3 0 0
As % of all permanent IT jobs advertised in the Wirral 6.25% - -
As % of the Processes & Methodologies category 6.67% - -
Number of salaries quoted 3 0 0
Wirral median annual salary £37,000 - -
Merseyside median annual salary £49,500 £45,000 £66,500
% change year-on-year +10.00% -32.33% +66.77%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the Wirral with a requirement for process or methodology skills.

All Process and Methodology Skills
Wirral
Permanent vacancies with a requirement for process or methodology skills 45 62 20
As % of all permanent IT jobs advertised in the Wirral 93.75% 96.88% 95.24%
Number of salaries quoted 36 58 13
Wirral median annual salary £36,000 £37,500 £41,250
Median salary % change year-on-year -4.00% -9.09% +3.13%
10th Percentile £26,250 £26,250 £26,400
90th Percentile £47,500 £52,500 £64,000
Merseyside median annual salary £41,000 £40,000 £40,000
% change year-on-year +2.50% - -

Data Modelling
Job Vacancy Trend in the Wirral

Job postings citing Data Modelling as a percentage of all IT jobs advertised in the Wirral.

Job vacancy trend for Data Modelling in the Wirral

Data Modelling
Salary Trend in the Wirral

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

Salary trend for Data Modelling in the Wirral

For the 6 months to 17 November 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 Wirral region with a requirement for Data Modelling.

1 3 (100.00%) JIRA
1 3 (100.00%) Continuous Integration
1 3 (100.00%) Data Integration
1 3 (100.00%) ZABBIX
1 3 (100.00%) Hadoop
1 3 (100.00%) Microsoft Azure
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Puppet
1 3 (100.00%) Big Data
1 3 (100.00%) Hortonworks
1 3 (100.00%) GitHub
1 3 (100.00%) Bitbucket
1 3 (100.00%) Analytics
1 3 (100.00%) Jenkins
1 3 (100.00%) Ambari
1 3 (100.00%) Opscode Chef
1 3 (100.00%) DevOps
1 3 (100.00%) AWS CloudFormation
1 3 (100.00%) Amazon CloudWatch
1 3 (100.00%) Collaborative Working
1 3 (100.00%) SQL
1 3 (100.00%) SQL Server
1 3 (100.00%) Windows
1 3 (100.00%) Linux
1 3 (100.00%) Apache
1 3 (100.00%) ETL
1 3 (100.00%) Data Security
1 3 (100.00%) Hibernate
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Google

Data Modelling
Co-occurring IT Skills in the Wirral 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 3 (100.00%) Apache
Cloud Services
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Amazon CloudWatch
1 3 (100.00%) AWS CloudFormation
1 3 (100.00%) GitHub
1 3 (100.00%) Microsoft Azure
Database & Business Intelligence
1 3 (100.00%) Big Data
1 3 (100.00%) Hadoop
1 3 (100.00%) SQL Server
Development Applications
1 3 (100.00%) Bitbucket
1 3 (100.00%) Jenkins
1 3 (100.00%) JIRA
General
1 3 (100.00%) Marketing
Job Titles
1 2 (66.67%) Database Engineer
2 1 (33.33%) Analyst
2 1 (33.33%) Database Analyst
Libraries, Frameworks & Software Standards
1 3 (100.00%) Hibernate
Operating Systems
1 3 (100.00%) Linux
1 3 (100.00%) Windows
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Analytics
1 3 (100.00%) Collaborative Working
1 3 (100.00%) Continuous Integration
1 3 (100.00%) Data Integration
1 3 (100.00%) Data Security
1 3 (100.00%) DevOps
1 3 (100.00%) ETL
1 3 (100.00%) Requirements Management
Programming Languages
1 3 (100.00%) SQL
Systems Management
1 3 (100.00%) Ambari
1 3 (100.00%) Opscode Chef
1 3 (100.00%) Puppet
1 3 (100.00%) ZABBIX
Vendors
1 3 (100.00%) Google
1 3 (100.00%) Hortonworks