The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Warrington region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 3 December 2016 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
3 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 26 33 39
Rank change year-on-year
+7 +6
Contract jobs citing Data Modelling 9 3 3
As % of all contract IT jobs located in Warrington 3.93% 1.15% 1.33%
As % of the Processes & Methodologies category 4.59% 1.33% 1.48%
Number of daily rates quoted 8 2 3
Median daily rate £650 £319 £364
Median daily rate % change year-on-year
+103.92% -12.43%
90% offered a daily rate of more than £600 £284 £343
10% offered a daily rate of more than £683 £354 £365
UK excluding London median daily rate £450 £425 £446
% change year-on-year
+5.88% -4.60%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
Data Modelling
Cheshire

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

Processes & Methodologies Category
Warrington
Contract IT job ads with a match in the
Processes & Methodologies category
196 225 203
As % of all contract IT jobs located in Warrington 85.59% 85.88% 90.22%
Number of daily rates quoted 158 170 100
Median daily rate £500 £500 £400
Median daily rate % change year-on-year
- +25.00%
90% offered a daily rate of more than £250 £325 £135
10% offered a daily rate of more than £675 £700 £535
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 2 7 6
Median hourly rate £18.00 £17.00 £15.00
Median hourly rate % change year-on-year
+5.88% +13.33%
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Modelling
Jobs Demand Trend in Warrington

The demand trend of contract jobs across the Warrington 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 Warrington

Data Modelling
Daily Rate Trend in Warrington

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

Data Modelling Daily Rate Trend in Warrington

Data Modelling
Top 30 Related IT Skills in Warrington

For the 6 months to 3 December 2016, 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 Warrington region with a requirement for Data Modelling.

1 10 (55.56%) Data Warehouse
1 10 (55.56%) Data Governance
2 9 (50.00%) Data Management
3 8 (44.44%) Logical Data Model
3 8 (44.44%) Physical Data Model
4 7 (38.89%) Taxonomies
4 7 (38.89%) Ontologies
4 7 (38.89%) Agile Software Development
4 7 (38.89%) SQL
4 7 (38.89%) Analytical Skills
5 6 (33.33%) Data Acquisition
5 6 (33.33%) Data Architecture
5 6 (33.33%) Hadoop
6 5 (27.78%) Open Source
6 5 (27.78%) Apache Hive
6 5 (27.78%) MongoDB
6 5 (27.78%) HBase
6 5 (27.78%) SQL Server
6 5 (27.78%) Business Intelligence
6 5 (27.78%) TOGAF
6 5 (27.78%) PostgreSQL
7 4 (22.22%) Data Analysis
7 4 (22.22%) ETL
7 4 (22.22%) Reverse Engineering
7 4 (22.22%) Relational Database
7 4 (22.22%) Data Structures
8 3 (16.67%) Data Quality
8 3 (16.67%) Technical Architecture
8 3 (16.67%) Business Transformation
8 3 (16.67%) Stakeholder Management

Data Modelling
Top Related IT Skills in Warrington 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:

Database & Business Intelligence
1 10 (55.56%) Data Warehouse
2 6 (33.33%) Hadoop
3 5 (27.78%) Apache Hive
3 5 (27.78%) HBase
3 5 (27.78%) MongoDB
3 5 (27.78%) PostgreSQL
3 5 (27.78%) SQL Server
4 4 (22.22%) Relational Database
5 2 (11.11%) Big Data
5 2 (11.11%) SQL Server Analysis Services
5 2 (11.11%) SQL Server Integration Services
5 2 (11.11%) SQL Server Reporting Services
6 1 (5.56%) OLAP
6 1 (5.56%) OLTP
6 1 (5.56%) SQL Server 2008
Development Applications
1 1 (5.56%) Talend Open Studio
General
1 3 (16.67%) Retail
2 2 (11.11%) Advertising
2 2 (11.11%) Finance
Job Titles
1 11 (61.11%) Architect
2 10 (55.56%) Data Architect
3 5 (27.78%) Data Modeller
3 5 (27.78%) Principal Architect
4 4 (22.22%) Domain Architect
4 4 (22.22%) Principal Data Architect
5 2 (11.11%) Developer
5 2 (11.11%) Enterprise Data Architect
5 2 (11.11%) Solutions Architect
5 2 (11.11%) SSIS Developer
5 2 (11.11%) SSRS Developer
6 1 (5.56%) Business Intelligence Developer
6 1 (5.56%) Consultant
6 1 (5.56%) Data Model Consultant
6 1 (5.56%) Enterprise Architect
6 1 (5.56%) Principal Enterprise Architect
6 1 (5.56%) SQL Developer
6 1 (5.56%) SSAS Developer
6 1 (5.56%) Tableau Consultant
6 1 (5.56%) T-SQL Developer
Miscellaneous
1 7 (38.89%) Analytical Skills
1 7 (38.89%) Ontologies
1 7 (38.89%) Taxonomies
2 4 (22.22%) Data Structures
3 2 (11.11%) User Experience
4 1 (5.56%) Data Integration
Processes & Methodologies
1 10 (55.56%) Data Governance
2 9 (50.00%) Data Management
3 8 (44.44%) Logical Data Model
3 8 (44.44%) Physical Data Model
4 7 (38.89%) Agile Software Development
5 6 (33.33%) Data Acquisition
5 6 (33.33%) Data Architecture
6 5 (27.78%) Business Intelligence
6 5 (27.78%) Open Source
6 5 (27.78%) TOGAF
7 4 (22.22%) Data Analysis
7 4 (22.22%) ETL
7 4 (22.22%) Reverse Engineering
8 3 (16.67%) Business Transformation
8 3 (16.67%) Risk Management
8 3 (16.67%) Stakeholder Management
8 3 (16.67%) Technical Architecture
9 2 (11.11%) Data Ingestion
9 2 (11.11%) Data Security
9 2 (11.11%) Master Data Management
Programming Languages
1 7 (38.89%) SQL
2 2 (11.11%) T-SQL
3 1 (5.56%) PL/SQL
3 1 (5.56%) VBA
Qualifications
1 1 (5.56%) BPSS Clearance
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
Vendors
1 3 (16.67%) Microsoft
2 2 (11.11%) Oracle
3 1 (5.56%) Tableau
3 1 (5.56%) Talend
3 1 (5.56%) Teradata