Period
to

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 6 months to 9 August 2022 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
England > East Midlands
6 months to
9 Aug 2022
Same period 2021 Same period 2020
Rank 68 53 55
Rank change year-on-year -15 +2 +29
Contract jobs citing Data Modelling 22 33 12
As % of all contract jobs advertised in the East Midlands 1.60% 2.76% 1.69%
As % of the Processes & Methodologies category 1.96% 3.30% 2.10%
Number of daily rates quoted 15 17 7
10th Percentile £376 £365 £317
25th Percentile £431 £406 £350
Median daily rate (50th Percentile) £525 £475 £400
Median % change year-on-year +10.53% +18.75% -10.11%
75th Percentile £565 £517 £550
90th Percentile £595 £578 £660
England median daily rate £575 £525 £513
% change year-on-year +9.52% +2.44% +2.50%
Number of hourly rates quoted 0 1 0
Median hourly rate - £24.00 -
England median hourly rate £59.50 £22.89 £43.75
% change year-on-year +159.94% -47.68% -14.63%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 1,122 1,001 572
As % of all contract IT jobs advertised in the East Midlands 81.84% 83.77% 80.45%
Number of daily rates quoted 846 681 326
10th Percentile £214 £203 £213
25th Percentile £360 £313 £308
Median daily rate (50th Percentile) £465 £403 £393
Median % change year-on-year +15.53% +2.55% -1.88%
75th Percentile £544 £500 £475
90th Percentile £638 £598 £576
England median daily rate £550 £500 £488
% change year-on-year +10.00% +2.56% +2.63%
Number of hourly rates quoted 62 55 30
10th Percentile £10.50 £9.36 £9.52
25th Percentile £16.25 £10.72 £11.15
Median hourly rate £21.50 £15.00 £14.29
Median % change year-on-year +43.33% +4.95% +0.16%
75th Percentile £35.00 £24.42 £21.39
90th Percentile £37.25 £50.05 £45.32
England median hourly rate £30.73 £23.00 £25.00
% change year-on-year +33.61% -8.00% +8.70%

Data Modelling
Job Vacancy Trend in the East Midlands

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Modelling in the East Midlands

Data Modelling
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Data Modelling in the East Midlands.

Daily rate trend for Data Modelling in the East Midlands

Data Modelling
Daily Rate Histogram in the East Midlands

Daily rate distribution for jobs citing Data Modelling in the East Midlands over the 6 months to 9 August 2022.

Daily rate histogram for Data Modelling in the East Midlands

Data Modelling
Contractor Hourly Rate Trend in the East Midlands

3-month moving average hourly rates quoted in jobs citing Data Modelling in the East Midlands.

Hourly rate trend for Data Modelling in the East Midlands

Data Modelling
Contract Job Locations in the East Midlands

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 East Midlands region over the 6 months to 9 August 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Northamptonshire -5 8 £478 +6.11% 1
Leicestershire -1 5 £525 - 6
Derbyshire -4 4 - - 1
Nottinghamshire -9 3 £475 - 5
Lincolnshire -1 1 £450 -10.00%
Data Modelling
England

For the 6 months to 9 August 2022, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Data Modelling.

1 11 (50.00%) Azure
2 9 (40.91%) Analytical Skills
2 9 (40.91%) Problem-Solving
3 7 (31.82%) Agile
4 6 (27.27%) Power Platform
5 5 (22.73%) Event-Driven
5 5 (22.73%) Azure Logic Apps
5 5 (22.73%) Domain Models
5 5 (22.73%) Performance Tuning
5 5 (22.73%) Boomi
5 5 (22.73%) Jitterbit
5 5 (22.73%) AWS
5 5 (22.73%) Git (software)
5 5 (22.73%) RESTful
5 5 (22.73%) MongoDB
5 5 (22.73%) ETL
5 5 (22.73%) Dell
5 5 (22.73%) SQL
5 5 (22.73%) SOAP
5 5 (22.73%) XML
5 5 (22.73%) JMS
5 5 (22.73%) Data Mapping
5 5 (22.73%) JSON
5 5 (22.73%) Subversion
6 4 (18.18%) Scrum
6 4 (18.18%) Security Management
6 4 (18.18%) Stakeholder Management
6 4 (18.18%) Microsoft
6 4 (18.18%) Visualisation
6 4 (18.18%) Database Security

Data Modelling
Co-occurring IT Skills in the East Midlands 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 (4.55%) Oracle Workflow
Applications
1 2 (9.09%) Microsoft Excel
2 1 (4.55%) Microsoft PowerPoint
2 1 (4.55%) MS Visio
Business Applications
1 1 (4.55%) Dynamics CRM
1 1 (4.55%) NetSuite
Cloud Services
1 11 (50.00%) Azure
2 6 (27.27%) Power Platform
3 5 (22.73%) AWS
3 5 (22.73%) Azure Logic Apps
3 5 (22.73%) Boomi
4 4 (18.18%) Dynamics 365
5 3 (13.64%) Power Automate
6 2 (9.09%) Azure Data Factory
6 2 (9.09%) Azure DevOps
7 1 (4.55%) PowerApps
Database & Business Intelligence
1 5 (22.73%) MongoDB
2 3 (13.64%) Power BI
3 2 (9.09%) Tableau
4 1 (4.55%) Data Mining
4 1 (4.55%) Data Warehouse
4 1 (4.55%) MS Access
4 1 (4.55%) SQL Server
4 1 (4.55%) SQL Server Integration Services
Development Applications
1 5 (22.73%) Git (software)
1 5 (22.73%) Subversion
General
1 9 (40.91%) Analytical Skills
2 4 (18.18%) Social Skills
3 3 (13.64%) Aerospace
3 3 (13.64%) Finance
4 2 (9.09%) Presentation Skills
4 2 (9.09%) Publishing
5 1 (4.55%) Banking
5 1 (4.55%) Influencing Skills
5 1 (4.55%) Organisational Skills
5 1 (4.55%) Public Sector
Job Titles
1 10 (45.45%) Developer
2 6 (27.27%) Analyst
3 5 (22.73%) MongoDB Developer
4 4 (18.18%) Integration Developer
5 3 (13.64%) Business Analyst
6 2 (9.09%) Architect
6 2 (9.09%) Consultant
6 2 (9.09%) Data Analyst
6 2 (9.09%) Solutions Architect
7 1 (4.55%) Administrator
7 1 (4.55%) Business Intelligence Analyst
7 1 (4.55%) Business Intelligence Developer
7 1 (4.55%) CRM Consultant
7 1 (4.55%) Data Manager
7 1 (4.55%) Integration Consultant
7 1 (4.55%) Lead Developer
7 1 (4.55%) Platform Manager
7 1 (4.55%) Senior Analyst
7 1 (4.55%) Senior Business Analyst
7 1 (4.55%) Solutions Designer
Libraries, Frameworks & Software Standards
1 5 (22.73%) JMS
1 5 (22.73%) JSON
1 5 (22.73%) RESTful
1 5 (22.73%) SOAP
1 5 (22.73%) XML
2 3 (13.64%) .NET
Miscellaneous
1 2 (9.09%) Management Information System
2 1 (4.55%) Credit Risk
2 1 (4.55%) FMCG
2 1 (4.55%) Legacy Systems
2 1 (4.55%) Public Cloud
Processes & Methodologies
1 9 (40.91%) Problem-Solving
2 7 (31.82%) Agile
3 5 (22.73%) Data Mapping
3 5 (22.73%) Domain Models
3 5 (22.73%) ETL
3 5 (22.73%) Event-Driven
3 5 (22.73%) Performance Tuning
4 4 (18.18%) Database Security
4 4 (18.18%) Decision-Making
4 4 (18.18%) DevOps
4 4 (18.18%) Scrum
4 4 (18.18%) Security Management
4 4 (18.18%) Stakeholder Management
4 4 (18.18%) Visualisation
5 3 (13.64%) Business Intelligence
5 3 (13.64%) Data Visualisation
5 3 (13.64%) ERP
6 2 (9.09%) Data Privacy
6 2 (9.09%) Mentoring
6 2 (9.09%) User Stories
Programming Languages
1 5 (22.73%) SQL
2 3 (13.64%) C#
2 3 (13.64%) TypeScript
3 2 (9.09%) JavaScript
4 1 (4.55%) PL/SQL
4 1 (4.55%) Python
4 1 (4.55%) T-SQL
Qualifications
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
1 1 (4.55%) PMO
1 1 (4.55%) QA
Vendors
1 5 (22.73%) Dell
1 5 (22.73%) Jitterbit
2 4 (18.18%) Microsoft
3 2 (9.09%) Oracle
4 1 (4.55%) GoldenSource