The following table provides summary statistics for contract job vacancies advertised in Merseyside with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Modelling
North West / Merseyside
Rank 34 24 33
Rank change year-on-year -10 +9  
Contract jobs citing Data Modelling 5 15 5
As % of all contract IT jobs advertised in Merseyside 1.55% 4.45% 1.46%
As % of the Processes & Methodologies category 1.82% 5.49% 1.89%
Number of daily rates quoted 2 12 3
Median daily rate £475 £419 £600
Median daily rate % change year-on-year +13.43% -30.20%  
90% offered a daily rate of more than £375 £350 £340
10% offered a daily rate of more than £575 £461 £720
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Merseyside with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Merseyside
Contract job vacancies with a requirement for process and methodology skills 274 273 264
As % of all contract IT job vacancies advertised in Merseyside 84.83% 81.01% 76.97%
Number of daily rates quoted 162 185 121
Median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% -  
90% offered a daily rate of more than £300 £275 £235
10% offered a daily rate of more than £600 £500 £675
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 13 1 3
Median hourly rate £13.00 £27.50 £16.50
Median hourly rate % change year-on-year -52.72% +66.66%  
90% offered a hourly rate of more than £11.00 £27.50 £12.75
10% offered a hourly rate of more than £37.50 £27.50 £37.60
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Modelling
Job Vacancy Trend in Merseyside

The job posting trend of jobs advertised in Merseyside citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Merseyside

Data Modelling
Contractor Daily Rate Trend in Merseyside

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

Contractor daily rate trend for Data Modelling in Merseyside

Data Modelling
Contractor Daily Rate Histogram in Merseyside

The daily rate distribution of IT jobs citing Data Modelling in Merseyside over the 3 months to 23 March 2017.

Contractor daily rate histogram for Data Modelling in Merseyside

Data Modelling
Contractor Hourly Rate Trend in Merseyside

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

Contractor hourly rate trend for Data Modelling 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 23 March 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 -9 2 £600 +43.28%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Merseyside

For the 6 months to 23 March 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 12 (85.71%) ETL
2 9 (64.29%) SQL
2 9 (64.29%) SQL Server
2 9 (64.29%) Business Intelligence
3 7 (50.00%) Data Warehouse
3 7 (50.00%) SQL Server Integration Services
4 5 (35.71%) Data Extraction
4 5 (35.71%) Oracle
4 5 (35.71%) Logical Data Model
5 4 (28.57%) Analytical Skills
5 4 (28.57%) Visualisation
5 4 (28.57%) SQL Server Reporting Services
6 3 (21.43%) Dimensional Modelling
6 3 (21.43%) Oracle Reports
6 3 (21.43%) T-SQL
6 3 (21.43%) Data Management
6 3 (21.43%) Physical Data Model
6 3 (21.43%) Data Quality
6 3 (21.43%) SQL Server 2012
7 2 (14.29%) Kimball Methodology
7 2 (14.29%) Kalman Filter
7 2 (14.29%) Analytics
7 2 (14.29%) Metadata Management
7 2 (14.29%) Azure SQL Database
7 2 (14.29%) Data Visualisation
7 2 (14.29%) REST
7 2 (14.29%) Tableau
7 2 (14.29%) Dashboard Development
7 2 (14.29%) Power BI
7 2 (14.29%) CRUD

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 (7.14%) Apache Spark
1 1 (7.14%) SAS
Applications
1 1 (7.14%) MS Excel
Cloud Services
1 2 (14.29%) Microsoft Azure
Database & Business Intelligence
1 9 (64.29%) SQL Server
2 7 (50.00%) Data Warehouse
2 7 (50.00%) SQL Server Integration Services
3 4 (28.57%) SQL Server Reporting Services
4 3 (21.43%) Oracle Reports
4 3 (21.43%) SQL Server 2012
5 2 (14.29%) Azure SQL Database
5 2 (14.29%) DB2
5 2 (14.29%) Power BI
6 1 (7.14%) Apache Hive
6 1 (7.14%) Hadoop
6 1 (7.14%) OLAP
6 1 (7.14%) OLAP Cube
6 1 (7.14%) OLTP
6 1 (7.14%) Oracle BI EE
6 1 (7.14%) Pentaho
6 1 (7.14%) PostgreSQL
6 1 (7.14%) QlikView
6 1 (7.14%) SQL Server Analysis Services
6 1 (7.14%) Star Schema
Development Applications
1 2 (14.29%) ERwin
2 1 (7.14%) SQL Server Management Studio (SSMS)
2 1 (7.14%) Talend Open Studio
2 1 (7.14%) Team Foundation Server
2 1 (7.14%) Visual Studio
General
1 1 (7.14%) Back Office
1 1 (7.14%) Banking
1 1 (7.14%) Finance
1 1 (7.14%) Marketing
1 1 (7.14%) Retail
Job Titles
1 5 (35.71%) Developer
2 4 (28.57%) Consultant
2 4 (28.57%) Data Warehouse Developer
3 3 (21.43%) SQL Developer
4 2 (14.29%) Architect
4 2 (14.29%) Business Intelligence Consultant
4 2 (14.29%) Data Modeller
4 2 (14.29%) SQL Server Data Warehouse Developer
4 2 (14.29%) SQL Server Developer
4 2 (14.29%) SSIS Developer
4 2 (14.29%) SSRS Developer
4 2 (14.29%) Tableau Consultant
5 1 (7.14%) Analyst
5 1 (7.14%) Applications Developer
5 1 (7.14%) Business Intelligence Architect
5 1 (7.14%) Data Analyst
5 1 (7.14%) Data Architect
5 1 (7.14%) QlikView Developer
5 1 (7.14%) Solutions Architect
5 1 (7.14%) Support Analyst
Libraries, Frameworks & Software Standards
1 2 (14.29%) REST
Miscellaneous
1 4 (28.57%) Analytical Skills
2 1 (7.14%) Data Structures
Processes & Methodologies
1 12 (85.71%) ETL
2 9 (64.29%) Business Intelligence
3 5 (35.71%) Data Extraction
3 5 (35.71%) Logical Data Model
4 4 (28.57%) Visualisation
5 3 (21.43%) Data Management
5 3 (21.43%) Dimensional Modelling
5 3 (21.43%) Physical Data Model
6 2 (14.29%) Analytics
6 2 (14.29%) CRUD
6 2 (14.29%) Dashboard Development
6 2 (14.29%) Data Architecture
6 2 (14.29%) Data Visualisation
6 2 (14.29%) Kalman Filter
6 2 (14.29%) Kimball Methodology
6 2 (14.29%) Metadata Management
6 2 (14.29%) Product Management
7 1 (7.14%) Data Cleansing
7 1 (7.14%) Data Integration
7 1 (7.14%) Data Migration
Programming Languages
1 9 (64.29%) SQL
2 3 (21.43%) T-SQL
3 1 (7.14%) VB
3 1 (7.14%) VBScript
Qualifications
1 2 (14.29%) Degree
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
Vendors
1 5 (35.71%) Oracle
2 2 (14.29%) Microsoft
2 2 (14.29%) Tableau
2 2 (14.29%) Teradata
3 1 (7.14%) SAP
3 1 (7.14%) Talend