The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Liverpool region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 52 47 57
Rank change year-on-year
-5 +10
Permanent jobs citing Data Modelling 6 6 8
As % of all permanent IT jobs located in Liverpool 1.46% 1.49% 1.49%
As % of the Processes & Methodologies category 1.77% 1.80% 1.70%
Number of salaries quoted 2 6 8
Median salary £45,000 £51,250 £28,250
Median salary % change year-on-year
-12.19% +81.41%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
Merseyside

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

Processes & Methodologies Category
Liverpool
Permanent IT job ads with a match in the
Processes & Methodologies category
339 334 470
As % of all permanent IT jobs located in Liverpool 82.68% 83.08% 87.36%
Number of salaries quoted 266 243 404
Median salary £40,000 £43,500 £40,000
Median salary % change year-on-year
-8.04% +8.75%
90% offered a salary of more than £30,500 £27,500 £27,500
10% offered a salary of more than £65,000 £58,500 £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 Liverpool

The demand trend of job ads across the Liverpool 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 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 across the Liverpool region.

Data Modelling Salary Trend in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 28 June 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 Liverpool region with a requirement for Data Modelling.

1 7 (70.00%) SQL Server
2 6 (60.00%) Business Intelligence
2 6 (60.00%) Microsoft
2 6 (60.00%) Data Warehouse
3 4 (40.00%) Oracle
3 4 (40.00%) Agile Software Development
3 4 (40.00%) SQL Server Integration Services
4 3 (30.00%) Hadoop
4 3 (30.00%) Systems Analysis
4 3 (30.00%) Finance
4 3 (30.00%) Teradata
4 3 (30.00%) SQL
4 3 (30.00%) Waterfall
4 3 (30.00%) Big Data
5 2 (20.00%) SQL Server 2012
5 2 (20.00%) Tableau
5 2 (20.00%) Analytics
5 2 (20.00%) Cognos
5 2 (20.00%) ETL
5 2 (20.00%) BusinessObjects
5 2 (20.00%) MicroStrategy
5 2 (20.00%) T-SQL
5 2 (20.00%) DB2
5 2 (20.00%) ITIL
5 2 (20.00%) Unix
5 2 (20.00%) SQL Server Reporting Services
5 2 (20.00%) Greenplum
5 2 (20.00%) Oracle BI EE
6 1 (10.00%) Data Migration
6 1 (10.00%) Data Integration

Data Modelling
Top Related 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 (10.00%) Oracle SOA Suite
Applications
1 1 (10.00%) MS Visio
Business Applications
1 1 (10.00%) Dynamics CRM
1 1 (10.00%) SAP SD
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 7 (70.00%) SQL Server
2 6 (60.00%) Data Warehouse
3 4 (40.00%) SQL Server Integration Services
4 3 (30.00%) Big Data
4 3 (30.00%) Hadoop
5 2 (20.00%) BusinessObjects
5 2 (20.00%) DB2
5 2 (20.00%) Oracle BI EE
5 2 (20.00%) SQL Server 2012
5 2 (20.00%) SQL Server Reporting Services
6 1 (10.00%) Data Mining
6 1 (10.00%) DataStax
6 1 (10.00%) Oracle Database
6 1 (10.00%) Siebel EIM
6 1 (10.00%) SQL Server 2008
6 1 (10.00%) SQL Server 2014
6 1 (10.00%) SQL Server Analysis Services
6 1 (10.00%) SSDT
Development Applications
1 1 (10.00%) JIRA
General
1 3 (30.00%) Finance
2 1 (10.00%) Manufacturing
2 1 (10.00%) Marketing
2 1 (10.00%) Retail
Job Titles
1 7 (70.00%) Analyst
2 3 (30.00%) Systems Analyst
3 2 (20.00%) Data Analyst
3 2 (20.00%) Data Warehouse Analyst
3 2 (20.00%) Developer
4 1 (10.00%) Analyst Developer
4 1 (10.00%) Applications Support
4 1 (10.00%) Applications Support Analyst
4 1 (10.00%) Business Intelligence Analyst
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Business Systems Analyst
4 1 (10.00%) Data Manager
4 1 (10.00%) Data Migration Specialist
4 1 (10.00%) Informatica Specialist
4 1 (10.00%) SAP Analyst
4 1 (10.00%) SAP Support
4 1 (10.00%) SAP Support Analyst
4 1 (10.00%) Siebel Specialist
4 1 (10.00%) SQL Developer
4 1 (10.00%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (10.00%) ODBC
Miscellaneous
1 1 (10.00%) Data Integration
1 1 (10.00%) Ontologies
Operating Systems
1 2 (20.00%) Unix
2 1 (10.00%) Linux
2 1 (10.00%) Windows
Processes & Methodologies
1 6 (60.00%) Business Intelligence
2 4 (40.00%) Agile Software Development
3 3 (30.00%) Systems Analysis
3 3 (30.00%) Waterfall
4 2 (20.00%) Analytics
4 2 (20.00%) ETL
4 2 (20.00%) ITIL
5 1 (10.00%) Business Development
5 1 (10.00%) CRM
5 1 (10.00%) Data Migration
5 1 (10.00%) Database Tuning
5 1 (10.00%) E-Commerce
5 1 (10.00%) Logical Data Model
5 1 (10.00%) MapReduce
5 1 (10.00%) Migration
5 1 (10.00%) Open Source
5 1 (10.00%) Physical Data Model
5 1 (10.00%) SOA
5 1 (10.00%) UML
5 1 (10.00%) Unit Testing
Programming Languages
1 3 (30.00%) SQL
2 2 (20.00%) T-SQL
3 1 (10.00%) PL/SQL
3 1 (10.00%) R
3 1 (10.00%) Shell Script
Qualifications
1 1 (10.00%) BPSS Clearance
1 1 (10.00%) CTC Cleared
1 1 (10.00%) DV Cleared
1 1 (10.00%) SC Cleared
1 1 (10.00%) Security Cleared
System Software
1 1 (10.00%) HDFS
Vendors
1 6 (60.00%) Microsoft
2 4 (40.00%) Oracle
3 3 (30.00%) Teradata
4 2 (20.00%) Cognos
4 2 (20.00%) Greenplum
4 2 (20.00%) MicroStrategy
4 2 (20.00%) Tableau
5 1 (10.00%) Hortonworks
5 1 (10.00%) Informatica
5 1 (10.00%) Salesforce.com
5 1 (10.00%) SAP
5 1 (10.00%) Siebel
Liverpool, Merseyside
Erin Associates
Salary: £45000 - £48000 per annum + excellent benefits
Posted: 22 hours ago
Liverpool
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 12 days ago