The following table provides summary statistics for contract job vacancies advertised in Norfolk 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 27 June 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.

Data Modelling
East of England / Norfolk
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 32 25 33
Rank change year-on-year -7 +8  
Contract jobs citing Data Modelling 2 8 1
As % of all contract IT jobs advertised in Norfolk 1.10% 3.69% 0.58%
As % of the Processes & Methodologies category 1.33% 4.55% 0.74%
Number of daily rates quoted 2 6 1
Median daily rate £438 £400 £425
Median daily rate % change year-on-year +9.37% -5.88%  
UK excluding London median daily rate £425 £430 £420
% change year-on-year -1.16% +2.38%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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 Norfolk with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Norfolk
Contract job vacancies with a requirement for process and methodology skills 150 176 135
As % of all contract IT job vacancies advertised in Norfolk 82.87% 81.11% 78.03%
Number of daily rates quoted 104 125 103
Median daily rate £450 £412 £350
Median daily rate % change year-on-year +9.35% +17.57%  
90% offered a daily rate of more than £330 £250 £175
10% offered a daily rate of more than £495 £545 £500
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 2 5 7
Median hourly rate £25.00 £22.88 £33.00
Median hourly rate % change year-on-year +9.28% -30.68%  
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Norfolk

The job posting trend of jobs advertised in Norfolk 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 Norfolk

Data Modelling
Contractor Daily Rate Trend in Norfolk

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

Contractor daily rate trend for Data Modelling in Norfolk

Data Modelling
Contract Job Locations in Norfolk

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 Norfolk region over the 3 months to 27 June 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
Norwich +3 1 £475 -13.63% 2
Data Modelling
East of England

For the 6 months to 27 June 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 Norfolk region with a requirement for Data Modelling.

1 7 (63.64%) Data Cleansing
1 7 (63.64%) Data Quality
2 6 (54.55%) UML
3 5 (45.45%) Migration
3 5 (45.45%) Data Transformation
4 4 (36.36%) Data Migration
4 4 (36.36%) Data Structures
4 4 (36.36%) Degree
4 4 (36.36%) Data Architecture
4 4 (36.36%) Data Management
4 4 (36.36%) SOA
5 3 (27.27%) Business Intelligence
5 3 (27.27%) SQL
5 3 (27.27%) User Experience
6 2 (18.18%) BPSS Clearance
6 2 (18.18%) Disclosure Scotland
6 2 (18.18%) Security Cleared
6 2 (18.18%) Data Validation
6 2 (18.18%) QlikView
6 2 (18.18%) Use Case
6 2 (18.18%) Finance
6 2 (18.18%) Validation
6 2 (18.18%) SQL Server Reporting Services
6 2 (18.18%) MS Visio
6 2 (18.18%) Agile Software Development
6 2 (18.18%) Business Analysis
6 2 (18.18%) SQL Server Integration Services
6 2 (18.18%) C
6 2 (18.18%) Microsoft
6 2 (18.18%) ISEB

Data Modelling
Co-occurring IT Skills in Norfolk 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 (9.09%) Apache ServiceMix
Applications
1 2 (18.18%) MS Visio
Database & Business Intelligence
1 2 (18.18%) Data Warehouse
1 2 (18.18%) QlikView
1 2 (18.18%) SQL Server Integration Services
1 2 (18.18%) SQL Server Reporting Services
2 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) Cucumber
1 1 (9.09%) Jenkins
1 1 (9.09%) JUnit
1 1 (9.09%) Maven
General
1 2 (18.18%) Finance
Job Titles
1 5 (45.45%) Analyst
2 4 (36.36%) Architect
2 4 (36.36%) Data Architect
3 3 (27.27%) Business Analyst
4 2 (18.18%) Data Analyst
4 2 (18.18%) Developer
4 2 (18.18%) QlikView Developer
5 1 (9.09%) Business Integration Analyst
5 1 (9.09%) Data Scientist
5 1 (9.09%) Designer
5 1 (9.09%) Enterprise Architect
5 1 (9.09%) Enterprise Data Architect
5 1 (9.09%) Integration Analyst
5 1 (9.09%) UML Analyst
5 1 (9.09%) UML Architect
Libraries, Frameworks & Software Standards
1 1 (9.09%) Apache Camel
1 1 (9.09%) JSON
1 1 (9.09%) REST
1 1 (9.09%) RESTful
1 1 (9.09%) SOAP
1 1 (9.09%) Spring
1 1 (9.09%) Web Services
Miscellaneous
1 4 (36.36%) Data Structures
2 3 (27.27%) User Experience
3 1 (9.09%) Virtual Team
Processes & Methodologies
1 7 (63.64%) Data Cleansing
2 6 (54.55%) UML
3 5 (45.45%) Data Transformation
3 5 (45.45%) Migration
4 4 (36.36%) Data Architecture
4 4 (36.36%) Data Management
4 4 (36.36%) Data Migration
4 4 (36.36%) SOA
5 3 (27.27%) Business Intelligence
6 2 (18.18%) Agile Software Development
6 2 (18.18%) Business Analysis
6 2 (18.18%) Customer Requirements
6 2 (18.18%) Data Validation
6 2 (18.18%) ETL
6 2 (18.18%) Scorecard
6 2 (18.18%) Use Case
6 2 (18.18%) Validation
7 1 (9.09%) Data Mapping
7 1 (9.09%) Resource Management
7 1 (9.09%) SOLID
Programming Languages
1 3 (27.27%) SQL
2 2 (18.18%) C
3 1 (9.09%) Java
3 1 (9.09%) VBA
Qualifications
1 4 (36.36%) Degree
2 2 (18.18%) BPSS Clearance
2 2 (18.18%) ISEB
2 2 (18.18%) Security Cleared
Quality Assurance & Compliance
1 7 (63.64%) Data Quality
2 2 (18.18%) Disclosure Scotland
Vendors
1 2 (18.18%) Microsoft
2 1 (9.09%) Red Hat