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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 48 44 49
Rank change year-on-year
-4 +5
Permanent jobs citing Data Modelling 21 1 5
As % of all permanent IT jobs located in Liverpool 3.67% 0.29% 1.31%
As % of the Processes & Methodologies category 4.31% 0.32% 1.54%
Number of salaries quoted 4 1 2
Median salary £45,000 £37,000 £53,750
Median salary % change year-on-year
+21.62% -31.16%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
487 317 324
As % of all permanent IT jobs located in Liverpool 85.14% 90.57% 84.60%
Number of salaries quoted 301 238 269
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £28,000 £27,500
10% offered a salary of more than £55,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
Salary Histogram in Liverpool

This chart provides a salary histogram for IT jobs citing Data Modelling across the Liverpool region over the 3 months to 5 December 2016.

Data Modelling Salary Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 5 December 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 20 (50.00%) Oracle
2 19 (47.50%) SQL
3 16 (40.00%) PL/SQL
3 16 (40.00%) Unix
3 16 (40.00%) Siebel
3 16 (40.00%) Informatica
3 16 (40.00%) Shell Script
3 16 (40.00%) Migration
3 16 (40.00%) Siebel EIM
3 16 (40.00%) Data Migration
3 16 (40.00%) SC Cleared
3 16 (40.00%) Security Cleared
4 14 (35.00%) ITIL
4 14 (35.00%) Data Warehouse
4 14 (35.00%) Business Intelligence
4 14 (35.00%) Microsoft
4 14 (35.00%) SQL Server
4 14 (35.00%) SQL Server Integration Services
4 14 (35.00%) Analytical Skills
5 12 (30.00%) Finance
6 10 (25.00%) Data Quality
7 9 (22.50%) SQL Server 2012
8 6 (15.00%) SAP
9 5 (12.50%) ITIL V3
9 5 (12.50%) Data Architecture
9 5 (12.50%) QlikView
9 5 (12.50%) Release Management
9 5 (12.50%) Big Data
9 5 (12.50%) Data Acquisition
9 5 (12.50%) BusinessObjects Business Intelligence

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 2 (5.00%) Oracle SOA Suite
Business Applications
1 1 (2.50%) SAP SD
Cloud Services
1 2 (5.00%) Cloud Computing
1 2 (5.00%) Force.com
Database & Business Intelligence
1 16 (40.00%) Siebel EIM
2 14 (35.00%) Data Warehouse
2 14 (35.00%) SQL Server
2 14 (35.00%) SQL Server Integration Services
3 9 (22.50%) SQL Server 2012
4 5 (12.50%) Big Data
4 5 (12.50%) BusinessObjects Business Intelligence
4 5 (12.50%) QlikView
5 2 (5.00%) Oracle Database
5 2 (5.00%) Relational Database
Development Applications
1 2 (5.00%) JIRA
1 2 (5.00%) Oracle APEX
General
1 12 (30.00%) Finance
2 3 (7.50%) Banking
3 1 (2.50%) Manufacturing
3 1 (2.50%) Retail
Job Titles
1 15 (37.50%) Analyst
2 11 (27.50%) Data Warehouse Analyst
3 9 (22.50%) Data Analyst
4 5 (12.50%) Architect
4 5 (12.50%) Data Architect
4 5 (12.50%) Senior Architect
4 5 (12.50%) Senior Data Architect
5 2 (5.00%) Business Systems Analyst
5 2 (5.00%) Consultant
5 2 (5.00%) Salesforce Consultant
5 2 (5.00%) Systems Analyst
6 1 (2.50%) Applications Support
6 1 (2.50%) Banking Analyst
6 1 (2.50%) DBA
6 1 (2.50%) Informatica Specialist
6 1 (2.50%) SAP Analyst
6 1 (2.50%) SAP Support
6 1 (2.50%) SAP Support Analyst
6 1 (2.50%) Siebel Specialist
6 1 (2.50%) Support Analyst
Libraries, Frameworks & Software Standards
1 2 (5.00%) DHTML
1 2 (5.00%) HTML
1 2 (5.00%) Visualforce
Miscellaneous
1 14 (35.00%) Analytical Skills
Operating Systems
1 16 (40.00%) Unix
Processes & Methodologies
1 16 (40.00%) Data Migration
1 16 (40.00%) Migration
2 14 (35.00%) Business Intelligence
2 14 (35.00%) ITIL
3 5 (12.50%) Data Acquisition
3 5 (12.50%) Data Architecture
3 5 (12.50%) ITIL V3
3 5 (12.50%) Release Management
4 2 (5.00%) Agile Software Development
4 2 (5.00%) CRM
4 2 (5.00%) Logical Data Model
4 2 (5.00%) Physical Data Model
4 2 (5.00%) SOA
4 2 (5.00%) Systems Analysis
4 2 (5.00%) Technical Analysis
4 2 (5.00%) UML
4 2 (5.00%) Waterfall
5 1 (2.50%) Business Analysis
5 1 (2.50%) Continuous Improvement
5 1 (2.50%) Unit Testing
Programming Languages
1 19 (47.50%) SQL
2 16 (40.00%) PL/SQL
2 16 (40.00%) Shell Script
3 2 (5.00%) Apex Code
3 2 (5.00%) JavaScript
Qualifications
1 16 (40.00%) SC Cleared
1 16 (40.00%) Security Cleared
2 1 (2.50%) BPSS Clearance
2 1 (2.50%) CTC Cleared
2 1 (2.50%) DV Cleared
Quality Assurance & Compliance
1 10 (25.00%) Data Quality
Vendors
1 20 (50.00%) Oracle
2 16 (40.00%) Informatica
2 16 (40.00%) Siebel
3 14 (35.00%) Microsoft
4 6 (15.00%) SAP
5 2 (5.00%) Salesforce.com