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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 46 43 50
Rank change year-on-year
-3 +7
Permanent jobs citing Data Modelling 17 2 5
As % of all permanent IT jobs located in Liverpool 3.46% 0.63% 1.09%
As % of the Processes & Methodologies category 3.93% 0.74% 1.30%
Number of salaries quoted 6 2 5
Median salary £45,000 £67,750 £32,500
Median salary % change year-on-year
-33.57% +108.46%
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
433 269 386
As % of all permanent IT jobs located in Liverpool 88.19% 84.06% 84.46%
Number of salaries quoted 304 217 321
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 £30,000 £27,000 £29,000
10% offered a salary of more than £64,500 £57,500 £70,000
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
Top 30 Related IT Skills in Liverpool

For the 6 months to 30 August 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 10 (50.00%) Oracle
1 10 (50.00%) SQL Server
1 10 (50.00%) Data Warehouse
1 10 (50.00%) Business Intelligence
2 9 (45.00%) Microsoft
2 9 (45.00%) Finance
3 8 (40.00%) ITIL
3 8 (40.00%) SQL Server Integration Services
4 7 (35.00%) Data Migration
4 7 (35.00%) SC Cleared
4 7 (35.00%) Security Cleared
4 7 (35.00%) Unix
4 7 (35.00%) PL/SQL
4 7 (35.00%) SQL
4 7 (35.00%) Siebel
4 7 (35.00%) Migration
4 7 (35.00%) Siebel EIM
4 7 (35.00%) Informatica
4 7 (35.00%) Shell Script
5 6 (30.00%) SQL Server 2012
6 5 (25.00%) Analytical Skills
7 4 (20.00%) Agile Software Development
8 3 (15.00%) Systems Analysis
8 3 (15.00%) Waterfall
8 3 (15.00%) SAP
9 2 (10.00%) SOA
9 2 (10.00%) UML
9 2 (10.00%) SAP BI
9 2 (10.00%) Teradata
9 2 (10.00%) Data Quality

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 (10.00%) Oracle SOA Suite
Business Applications
1 1 (5.00%) SAP SD
Cloud Services
1 1 (5.00%) Amazon AWS
Database & Business Intelligence
1 10 (50.00%) Data Warehouse
1 10 (50.00%) SQL Server
2 8 (40.00%) SQL Server Integration Services
3 7 (35.00%) Siebel EIM
4 6 (30.00%) SQL Server 2012
5 2 (10.00%) Big Data
5 2 (10.00%) Hadoop
5 2 (10.00%) Oracle Database
5 2 (10.00%) QlikView
5 2 (10.00%) SAP BI
6 1 (5.00%) BusinessObjects
6 1 (5.00%) Data Mining
6 1 (5.00%) DataStax
6 1 (5.00%) DB2
6 1 (5.00%) Oracle BI EE
Development Applications
1 2 (10.00%) JIRA
General
1 9 (45.00%) Finance
2 1 (5.00%) Manufacturing
2 1 (5.00%) Retail
Job Titles
1 12 (60.00%) Analyst
2 8 (40.00%) Data Warehouse Analyst
3 6 (30.00%) Data Analyst
4 3 (15.00%) Systems Analyst
5 2 (10.00%) Business Systems Analyst
6 1 (5.00%) Applications Support
6 1 (5.00%) Applications Support Analyst
6 1 (5.00%) Big Data Manager
6 1 (5.00%) Data Manager
6 1 (5.00%) Data Migration Specialist
6 1 (5.00%) Informatica Specialist
6 1 (5.00%) Migration Specialist
6 1 (5.00%) SAP Analyst
6 1 (5.00%) SAP Support
6 1 (5.00%) SAP Support Analyst
6 1 (5.00%) Siebel Specialist
6 1 (5.00%) Support Analyst
Miscellaneous
1 5 (25.00%) Analytical Skills
2 1 (5.00%) Ontologies
Operating Systems
1 7 (35.00%) Unix
Processes & Methodologies
1 10 (50.00%) Business Intelligence
2 8 (40.00%) ITIL
3 7 (35.00%) Data Migration
3 7 (35.00%) Migration
4 4 (20.00%) Agile Software Development
5 3 (15.00%) Systems Analysis
5 3 (15.00%) Waterfall
6 2 (10.00%) ITIL V3
6 2 (10.00%) Logical Data Model
6 2 (10.00%) Physical Data Model
6 2 (10.00%) Release Management
6 2 (10.00%) SOA
6 2 (10.00%) Technical Analysis
6 2 (10.00%) UML
7 1 (5.00%) Analytics
7 1 (5.00%) Data Analytics
7 1 (5.00%) E-Commerce
7 1 (5.00%) MapReduce
7 1 (5.00%) Performance Tuning
7 1 (5.00%) Unit Testing
Programming Languages
1 7 (35.00%) PL/SQL
1 7 (35.00%) Shell Script
1 7 (35.00%) SQL
2 1 (5.00%) R
Qualifications
1 7 (35.00%) SC Cleared
1 7 (35.00%) Security Cleared
2 1 (5.00%) BPSS Clearance
2 1 (5.00%) CTC Cleared
2 1 (5.00%) DV Cleared
Quality Assurance & Compliance
1 2 (10.00%) Data Quality
System Software
1 1 (5.00%) HDFS
Vendors
1 10 (50.00%) Oracle
2 9 (45.00%) Microsoft
3 7 (35.00%) Informatica
3 7 (35.00%) Siebel
4 3 (15.00%) SAP
5 2 (10.00%) Teradata
6 1 (5.00%) Cognos
6 1 (5.00%) Greenplum
6 1 (5.00%) Hortonworks
6 1 (5.00%) MicroStrategy
6 1 (5.00%) Tableau