The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 19 January 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
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Merseyside / Liverpool
Rank 23 23 20
Rank change year-on-year
0 -3
Contract jobs citing Data Modelling 7 11 3
As % of all contract IT jobs located in Liverpool 3.40% 4.35% 1.89%
As % of the Processes & Methodologies category 4.35% 5.14% 2.63%
Number of daily rates quoted 4 6 1
Median daily rate £408 £524 £275
Median daily rate % change year-on-year
-22.19% +90.45%
UK excluding London median daily rate £450 £430 £440
% change year-on-year
+4.65% -2.27%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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

Processes & Methodologies Category
Liverpool
Contract IT job ads with a match in the
Processes & Methodologies category
161 214 114
As % of all contract IT jobs located in Liverpool 78.16% 84.58% 71.70%
Number of daily rates quoted 109 135 70
Median daily rate £500 £450 £350
Median daily rate % change year-on-year
+11.11% +28.57%
90% offered a daily rate of more than £330 £280 £238
10% offered a daily rate of more than £600 £513 £566
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 10 5 3
Median hourly rate £12.50 £40.00 £14.00
Median hourly rate % change year-on-year
-68.75% +185.71%
90% offered a hourly rate of more than £10.90 £32.50 £11.00
10% offered a hourly rate of more than £17.15 £71.50 £15.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Data Modelling
Jobs Demand Trend in Liverpool

The demand trend of contract jobs across the Liverpool 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 Liverpool

Data Modelling
Daily Rate Trend in Liverpool

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

Data Modelling Daily Rate Trend in Liverpool

Data Modelling
Daily Rate Histogram in Liverpool

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Liverpool region over the 3 months to 19 January 2017.

Data Modelling Daily Rate Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 19 January 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 Liverpool region with a requirement for Data Modelling.

1 11 (73.33%) Data Warehouse
2 10 (66.67%) Business Intelligence
3 8 (53.33%) Analytical Skills
4 7 (46.67%) ETL
4 7 (46.67%) Degree
4 7 (46.67%) Data Architecture
5 6 (40.00%) Data Integration
5 6 (40.00%) Data Management
5 6 (40.00%) SQL
5 6 (40.00%) SQL Server
5 6 (40.00%) Data Quality
6 5 (33.33%) ISO20022
6 5 (33.33%) Management Information System
6 5 (33.33%) e-GIF
6 5 (33.33%) Data Analysis
6 5 (33.33%) Enterprise Architecture
7 4 (26.67%) SQL Server Integration Services
7 4 (26.67%) Big Data
8 3 (20.00%) Data Acquisition
8 3 (20.00%) Data Extraction
8 3 (20.00%) Dimensional Modelling
8 3 (20.00%) Oracle
8 3 (20.00%) SAS
8 3 (20.00%) Oracle Reports
9 2 (13.33%) DB2
9 2 (13.33%) Microsoft
9 2 (13.33%) Visualisation
9 2 (13.33%) SQL Server Reporting Services
9 2 (13.33%) Banking
9 2 (13.33%) Dashboard Development

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 3 (20.00%) SAS
2 1 (6.67%) Apache Spark
Applications
1 1 (6.67%) MS Excel
Database & Business Intelligence
1 11 (73.33%) Data Warehouse
2 6 (40.00%) SQL Server
3 4 (26.67%) Big Data
3 4 (26.67%) SQL Server Integration Services
4 3 (20.00%) Oracle Reports
5 2 (13.33%) DB2
5 2 (13.33%) SQL Server Reporting Services
6 1 (6.67%) Apache Hive
6 1 (6.67%) Hadoop
6 1 (6.67%) OLAP
6 1 (6.67%) OLAP Cube
6 1 (6.67%) OLTP
6 1 (6.67%) Oracle BI EE
6 1 (6.67%) Pentaho
6 1 (6.67%) QlikView
6 1 (6.67%) SAS Data Integration Studio
6 1 (6.67%) SQL Server 2008
6 1 (6.67%) SQL Server 2012
6 1 (6.67%) SQL Server Analysis Services
6 1 (6.67%) Star Schema
Development Applications
1 1 (6.67%) SQL Server Management Studio (SSMS)
1 1 (6.67%) Talend Open Studio
1 1 (6.67%) Team Foundation Server
1 1 (6.67%) Visual Studio
General
1 2 (13.33%) Banking
2 1 (6.67%) Back Office
2 1 (6.67%) Finance
2 1 (6.67%) Marketing
2 1 (6.67%) Retail
Job Titles
1 6 (40.00%) Architect
2 5 (33.33%) Data Architect
2 5 (33.33%) Developer
3 2 (13.33%) Chief Architect
3 2 (13.33%) Chief Data Architect
3 2 (13.33%) Consultant
3 2 (13.33%) Data Warehouse Developer
3 2 (13.33%) Senior Architect
3 2 (13.33%) Senior Data Architect
3 2 (13.33%) SQL Developer
3 2 (13.33%) Tableau Consultant
4 1 (6.67%) Business Intelligence Architect
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Project Analyst
4 1 (6.67%) QlikView Developer
4 1 (6.67%) SAS Data Integration Studio Developer
4 1 (6.67%) SAS Developer
4 1 (6.67%) SAS ETL Developer
4 1 (6.67%) SSIS Developer
4 1 (6.67%) Strategy Architect
Libraries, Frameworks & Software Standards
1 2 (13.33%) REST
Miscellaneous
1 8 (53.33%) Analytical Skills
2 6 (40.00%) Data Integration
3 5 (33.33%) Management Information System
4 3 (20.00%) Data Extraction
5 2 (13.33%) Visualisation
6 1 (6.67%) Data Structures
Processes & Methodologies
1 10 (66.67%) Business Intelligence
2 7 (46.67%) Data Architecture
2 7 (46.67%) ETL
3 6 (40.00%) Data Management
4 5 (33.33%) Data Analysis
4 5 (33.33%) e-GIF
4 5 (33.33%) Enterprise Architecture
5 3 (20.00%) Data Acquisition
5 3 (20.00%) Dimensional Modelling
6 2 (13.33%) Analytics
6 2 (13.33%) Dashboard Development
6 2 (13.33%) Data Governance
6 2 (13.33%) Kalman Filter
6 2 (13.33%) Kimball Methodology
6 2 (13.33%) Product Management
7 1 (6.67%) Change Data Capture
7 1 (6.67%) Data Transformation
7 1 (6.67%) Logical Data Model
7 1 (6.67%) Performance Analysis
7 1 (6.67%) Physical Data Model
Programming Languages
1 6 (40.00%) SQL
2 1 (6.67%) T-SQL
2 1 (6.67%) VB
2 1 (6.67%) VBScript
Qualifications
1 7 (46.67%) Degree
2 1 (6.67%) SC Cleared
2 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 6 (40.00%) Data Quality
2 5 (33.33%) ISO20022
Vendors
1 3 (20.00%) Oracle
2 2 (13.33%) Microsoft
2 2 (13.33%) Tableau
3 1 (6.67%) SAP
3 1 (6.67%) Talend
3 1 (6.67%) Teradata