The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Merseyside region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Modelling
North West / Merseyside
Rank 31 32 31
Rank change year-on-year
+1 -1
Contract jobs citing Data Modelling 10 7 7
As % of all contract IT jobs located in Merseyside 3.23% 2.19% 2.10%
As % of the Processes & Methodologies category 3.91% 2.77% 2.89%
Number of daily rates quoted 4 7 3
Median daily rate £363 £450 £600
Median daily rate % change year-on-year
-19.44% -25.00%
90% offered a daily rate of more than £175 £380 £340
10% offered a daily rate of more than £533 £520 £720
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £51.00
% change year-on-year
-8.75% -8.66%

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

Processes & Methodologies Category
Merseyside
Contract IT job ads with a match in the
Processes & Methodologies category
256 253 242
As % of all contract IT jobs located in Merseyside 82.58% 79.06% 72.67%
Number of daily rates quoted 155 154 109
Median daily rate £468 £413 £400
Median daily rate % change year-on-year
+13.33% +3.12%
90% offered a daily rate of more than £325 £225 £250
10% offered a daily rate of more than £600 £500 £675
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 12 5 2
Median hourly rate £13.00 £40.00 £16.50
Median hourly rate % change year-on-year
-67.50% +142.42%
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

Data Modelling
Jobs Demand Trend in Merseyside

The demand trend of contract jobs across the Merseyside region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Merseyside

Data Modelling
Daily Rate Trend in Merseyside

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

Data Modelling Daily Rate Trend in Merseyside

Data Modelling
Daily Rate Histogram in Merseyside

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Merseyside region over the 3 months to 22 February 2017.

Data Modelling Daily Rate Histogram in Merseyside

Data Modelling
Hourly Rate Trend in Merseyside

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

Data Modelling Hourly Rate Trend in Merseyside

Data Modelling
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Merseyside region over the 3 months to 22 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool -6 6 £375 -16.66% 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Merseyside

For the 6 months to 22 February 2017, IT contractor 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 contract ads across the Merseyside region with a requirement for Data Modelling.

1 13 (76.47%) ETL
2 10 (58.82%) Business Intelligence
3 9 (52.94%) Data Warehouse
3 9 (52.94%) SQL
3 9 (52.94%) SQL Server
4 7 (41.18%) SQL Server Integration Services
5 6 (35.29%) Analytical Skills
5 6 (35.29%) Logical Data Model
6 5 (29.41%) Data Extraction
6 5 (29.41%) Oracle
7 4 (23.53%) SQL Server Reporting Services
7 4 (23.53%) Data Management
7 4 (23.53%) Visualisation
7 4 (23.53%) Data Quality
7 4 (23.53%) Physical Data Model
8 3 (17.65%) SQL Server 2012
8 3 (17.65%) Microsoft Azure
8 3 (17.65%) Degree
8 3 (17.65%) Dimensional Modelling
8 3 (17.65%) Data Architecture
8 3 (17.65%) T-SQL
8 3 (17.65%) Oracle Reports
9 2 (11.76%) DB2
9 2 (11.76%) ERwin
9 2 (11.76%) SAS
9 2 (11.76%) Microsoft
9 2 (11.76%) Teradata
9 2 (11.76%) Data Integration
9 2 (11.76%) Product Management
9 2 (11.76%) Azure SQL Database

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 2 (11.76%) SAS
2 1 (5.88%) Apache Spark
Applications
1 1 (5.88%) MS Excel
Cloud Services
1 3 (17.65%) Microsoft Azure
Database & Business Intelligence
1 9 (52.94%) Data Warehouse
1 9 (52.94%) SQL Server
2 7 (41.18%) SQL Server Integration Services
3 4 (23.53%) SQL Server Reporting Services
4 3 (17.65%) Oracle Reports
4 3 (17.65%) SQL Server 2012
5 2 (11.76%) Azure SQL Database
5 2 (11.76%) Big Data
5 2 (11.76%) DB2
5 2 (11.76%) Power BI
6 1 (5.88%) Hadoop
6 1 (5.88%) OLAP
6 1 (5.88%) OLAP Cube
6 1 (5.88%) OLTP
6 1 (5.88%) Oracle BI EE
6 1 (5.88%) Pentaho
6 1 (5.88%) PostgreSQL
6 1 (5.88%) QlikView
6 1 (5.88%) SQL Server Analysis Services
6 1 (5.88%) Star Schema
Development Applications
1 2 (11.76%) ERwin
2 1 (5.88%) JIRA
2 1 (5.88%) SQL Server Management Studio (SSMS)
2 1 (5.88%) Talend Open Studio
2 1 (5.88%) Team Foundation Server
2 1 (5.88%) Visual Studio
General
1 1 (5.88%) Back Office
1 1 (5.88%) Banking
1 1 (5.88%) Finance
1 1 (5.88%) Marketing
1 1 (5.88%) Retail
Job Titles
1 6 (35.29%) Developer
2 4 (23.53%) Consultant
2 4 (23.53%) Data Warehouse Developer
3 3 (17.65%) Architect
3 3 (17.65%) SQL Developer
4 2 (11.76%) Analyst
4 2 (11.76%) Business Intelligence Consultant
4 2 (11.76%) Data Architect
4 2 (11.76%) Data Modeller
4 2 (11.76%) SQL Server Data Warehouse Developer
4 2 (11.76%) SQL Server Developer
4 2 (11.76%) SSIS Developer
4 2 (11.76%) SSRS Developer
4 2 (11.76%) Tableau Consultant
5 1 (5.88%) Business Intelligence Architect
5 1 (5.88%) QlikView Developer
5 1 (5.88%) SAS Data Integration Studio Developer
5 1 (5.88%) SAS ETL Developer
5 1 (5.88%) Senior Architect
5 1 (5.88%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (11.76%) REST
2 1 (5.88%) Ruby on Rails
Miscellaneous
1 6 (35.29%) Analytical Skills
2 1 (5.88%) Data Structures
2 1 (5.88%) Management Information System
2 1 (5.88%) User Experience
Processes & Methodologies
1 13 (76.47%) ETL
2 10 (58.82%) Business Intelligence
3 6 (35.29%) Logical Data Model
4 5 (29.41%) Data Extraction
5 4 (23.53%) Data Management
5 4 (23.53%) Physical Data Model
5 4 (23.53%) Visualisation
6 3 (17.65%) Data Architecture
6 3 (17.65%) Dimensional Modelling
7 2 (11.76%) Analytics
7 2 (11.76%) CRUD
7 2 (11.76%) Dashboard Development
7 2 (11.76%) Data Integration
7 2 (11.76%) Data Visualisation
7 2 (11.76%) Kalman Filter
7 2 (11.76%) Kimball Methodology
7 2 (11.76%) Metadata Management
7 2 (11.76%) Product Management
8 1 (5.88%) Data Acquisition
8 1 (5.88%) Wireframes
Programming Languages
1 9 (52.94%) SQL
2 3 (17.65%) T-SQL
3 1 (5.88%) Ruby
3 1 (5.88%) VB
3 1 (5.88%) VBScript
Qualifications
1 3 (17.65%) Degree
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
2 1 (5.88%) ISO20022
Vendors
1 5 (29.41%) Oracle
2 2 (11.76%) Microsoft
2 2 (11.76%) Tableau
2 2 (11.76%) Teradata
3 1 (5.88%) SAP
3 1 (5.88%) Talend