The following table provides summary statistics for contract job vacancies advertised in Derbyshire 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 25 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 Midlands / Derbyshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 34 27 32
Rank change year-on-year -7 +5  
Contract jobs citing Data Modelling 9 1 4
As % of all contract IT jobs advertised in Derbyshire 3.24% 0.51% 1.73%
As % of the Processes & Methodologies category 3.72% 0.69% 2.61%
Number of daily rates quoted 7 1 2
Median daily rate £515 £400 £462
Median daily rate % change year-on-year +28.75% -13.41%  
90% offered a daily rate of more than £423 £400 £372
10% offered a daily rate of more than £552 £400 £552
UK excluding London median daily rate £425 £438 £423
% change year-on-year -2.85% +3.55%  
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 Derbyshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Derbyshire
Contract job vacancies with a requirement for process and methodology skills 242 145 153
As % of all contract IT job vacancies advertised in Derbyshire 87.05% 73.23% 66.23%
Number of daily rates quoted 180 76 93
Median daily rate £435 £400 £375
Median daily rate % change year-on-year +8.75% +6.66%  
90% offered a daily rate of more than £350 £280 £275
10% offered a daily rate of more than £540 £700 £425
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 3 6 4
Median hourly rate £14.20 £13.00 £45.00
Median hourly rate % change year-on-year +9.23% -71.11%  
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 Derbyshire

The job posting trend of jobs advertised in Derbyshire 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 Derbyshire

Data Modelling
Contractor Daily Rate Trend in Derbyshire

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

Contractor daily rate trend for Data Modelling in Derbyshire

Data Modelling
Contractor Daily Rate Histogram in Derbyshire

The daily rate distribution of IT jobs citing Data Modelling in Derbyshire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Modelling in Derbyshire

Data Modelling
Contractor Hourly Rate Trend in Derbyshire

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

Contractor hourly rate trend for Data Modelling in Derbyshire

Data Modelling
Contract Job Locations in Derbyshire

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 Derbyshire region over the 3 months to 25 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
Derby - 8 £528 -
Alfreton - 1 £338 -
Data Modelling
East Midlands

For the 6 months to 25 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 Derbyshire region with a requirement for Data Modelling.

1 7 (53.85%) SAP
2 6 (46.15%) Workflow
2 6 (46.15%) HTTP
2 6 (46.15%) SAPscript
2 6 (46.15%) Internet
2 6 (46.15%) SAP WM
2 6 (46.15%) ABAP
2 6 (46.15%) SOAP
2 6 (46.15%) OO
2 6 (46.15%) EDI
2 6 (46.15%) SAP Smart Forms
2 6 (46.15%) SAP ALE
2 6 (46.15%) QA
2 6 (46.15%) REST
2 6 (46.15%) IDoc
3 5 (38.46%) SC Cleared
3 5 (38.46%) Security Cleared
4 4 (30.77%) Business Intelligence
5 3 (23.08%) Microsoft
5 3 (23.08%) Data Warehouse
5 3 (23.08%) Data Architecture
6 2 (15.38%) Visualisation
6 2 (15.38%) SQL Server Analysis Services
6 2 (15.38%) Data Cleansing
6 2 (15.38%) Aerospace
6 2 (15.38%) SQL Server Reporting Services
6 2 (15.38%) SQL Server Integration Services
6 2 (15.38%) SQL
6 2 (15.38%) SQL Server
6 2 (15.38%) Tableau

Data Modelling
Co-occurring IT Skills in Derbyshire 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:

Applications
1 1 (7.69%) Microsoft Excel
Business Applications
1 6 (46.15%) SAP WM
2 1 (7.69%) Dynamics CRM
2 1 (7.69%) SAP ERP
Communications & Networking
1 6 (46.15%) HTTP
1 6 (46.15%) Internet
Database & Business Intelligence
1 3 (23.08%) Data Warehouse
2 2 (15.38%) SQL Server
2 2 (15.38%) SQL Server Analysis Services
2 2 (15.38%) SQL Server Integration Services
2 2 (15.38%) SQL Server Reporting Services
3 1 (7.69%) MongoDB
3 1 (7.69%) OLAP
3 1 (7.69%) OLAP Cube
3 1 (7.69%) Power BI
3 1 (7.69%) PowerPivot
3 1 (7.69%) Qlik Sense
3 1 (7.69%) QlikView
Development Applications
1 1 (7.69%) Team Foundation Server
General
1 2 (15.38%) Aerospace
2 1 (7.69%) Finance
2 1 (7.69%) Legal
2 1 (7.69%) Manufacturing
Job Titles
1 7 (53.85%) Developer
2 5 (38.46%) ABAP Developer
2 5 (38.46%) SAP Developer
3 2 (15.38%) Architect
3 2 (15.38%) Data Architect
4 1 (7.69%) Business Intelligence Developer
4 1 (7.69%) Business Manager
4 1 (7.69%) Consultant
4 1 (7.69%) Data Manager
4 1 (7.69%) Data Scientist
4 1 (7.69%) Data Warehouse Developer
4 1 (7.69%) Information Architect
4 1 (7.69%) Power BI Developer
4 1 (7.69%) QlikView Consultant
4 1 (7.69%) Senior Developer
4 1 (7.69%) Senior SQL Developer
4 1 (7.69%) SQL Developer
4 1 (7.69%) SSIS Developer
4 1 (7.69%) SSRS Developer
4 1 (7.69%) VBA Developer
Libraries, Frameworks & Software Standards
1 6 (46.15%) EDI
1 6 (46.15%) IDoc
1 6 (46.15%) REST
1 6 (46.15%) SAP ALE
1 6 (46.15%) SAP Smart Forms
1 6 (46.15%) SOAP
2 1 (7.69%) CSS
2 1 (7.69%) HTML
2 1 (7.69%) HTML5
2 1 (7.69%) MDX
2 1 (7.69%) Node.js
Miscellaneous
1 1 (7.69%) Taxonomies
Processes & Methodologies
1 6 (46.15%) OO
1 6 (46.15%) Workflow
2 4 (30.77%) Business Intelligence
3 3 (23.08%) Data Architecture
4 2 (15.38%) Analytics
4 2 (15.38%) Data Cleansing
4 2 (15.38%) Visualisation
5 1 (7.69%) Business Analytics
5 1 (7.69%) Data Strategy
5 1 (7.69%) Data Visualisation
5 1 (7.69%) Dimensional Modelling
5 1 (7.69%) Enterprise Architecture
5 1 (7.69%) Kimball Methodology
5 1 (7.69%) Lean Six Sigma
5 1 (7.69%) Logical Data Model
5 1 (7.69%) Master Data Management
5 1 (7.69%) Mathematical Modelling
5 1 (7.69%) Mathematics
5 1 (7.69%) Scorecard
5 1 (7.69%) Unit Testing
Programming Languages
1 6 (46.15%) ABAP
1 6 (46.15%) SAPscript
2 2 (15.38%) SQL
3 1 (7.69%) Java
3 1 (7.69%) JavaScript
3 1 (7.69%) MATLAB
3 1 (7.69%) R
3 1 (7.69%) VBA
Qualifications
1 5 (38.46%) SC Cleared
1 5 (38.46%) Security Cleared
Quality Assurance & Compliance
1 6 (46.15%) QA
Vendors
1 7 (53.85%) SAP
2 3 (23.08%) Microsoft
3 2 (15.38%) Tableau
4 1 (7.69%) Cognos
4 1 (7.69%) Informatica