The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Merseyside region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 54 55 63
Rank change year-on-year
+1 +8
Permanent jobs citing Data Modelling 6 6 10
As % of all permanent IT jobs located in Merseyside 1.27% 1.18% 1.53%
As % of the Processes & Methodologies category 1.53% 1.39% 1.75%
Number of salaries quoted 2 6 8
Median salary £45,000 £51,250 £32,500
Median salary % change year-on-year
-12.19% +57.69%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
North West

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

Processes & Methodologies Category
Merseyside
Permanent IT job ads with a match in the
Processes & Methodologies category
393 432 573
As % of all permanent IT jobs located in Merseyside 83.09% 84.71% 87.48%
Number of salaries quoted 313 307 484
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 £28,000 £28,500
10% offered a salary of more than £65,000 £57,500 £57,500
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 Merseyside

The demand trend of job ads across the Merseyside 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 Merseyside

Data Modelling
Salary Trend in Merseyside

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

Data Modelling Salary Trend in Merseyside

Data Modelling
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Merseyside region over the 3 months to 29 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool -5 6 £45,000 -12.19% 4
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Merseyside

For the 6 months to 29 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 Merseyside 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 Merseyside 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
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