Period
to 28 January 2020

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 28 January 2020 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
28 Jan 2020
Same period 2019 Same period 2018
Rank 45 65 75
Rank change year-on-year +20 +10 -14
Contract jobs citing Data Modelling 66 72 77
As % of all contract IT jobs advertised in the East Midlands 3.95% 2.93% 2.60%
As % of the Processes & Methodologies category 4.90% 3.49% 3.09%
Number of daily rates quoted 34 50 50
East Midlands median daily rate £475 £447 £438
Median daily rate % change year-on-year +6.38% +2.06% +16.67%
10th Percentile £352 £349 £311
90th Percentile £584 £680 £575
England median daily rate £500 £500 £475
% change year-on-year - +5.26% -
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £50.00 £40.00 £35.55
% change year-on-year +25.00% +12.51% +4.57%

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 1,346 2,061 2,489
As % of all contract IT jobs advertised in the East Midlands 80.50% 83.88% 84.09%
Number of daily rates quoted 726 1,332 1,605
East Midlands median daily rate £400 £410 £400
Median daily rate % change year-on-year -2.44% +2.50% +5.26%
10th Percentile £238 £275 £238
90th Percentile £575 £551 £560
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +4.05%
Number of hourly rates quoted 86 90 97
East Midlands median hourly rate £16.20 £14.57 £16.00
Median hourly rate % change year-on-year +11.21% -8.95% +10.34%
10th Percentile £11.09 £9.52 £10.29
90th Percentile £46.45 £35.25 £49.20
England median hourly rate £22.50 £23.88 £24.00
% change year-on-year -5.78% -0.50% +1.05%

Data Modelling
Job Vacancy Trend in the East Midlands

Job postings citing Data Modelling as a percentage 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

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

Contractor daily rate trend for Data Modelling in the East Midlands

Data Modelling
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Modelling in the East Midlands over the 6 months to 28 January 2020.

Contractor daily rate histogram for Data Modelling in the East Midlands

Data Modelling
Contractor Hourly Rate Trend in the East Midlands

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

Contractor 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 28 January 2020. 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
Job
Vacancies
Derbyshire +14 32 £390 -14.57% 2
Nottinghamshire +25 19 £525 +50.00% 2
Leicestershire +4 6 £388 -3.13% 1
Northamptonshire -7 4 £525 +10.53% 1
Data Modelling
England

For the 6 months to 28 January 2020, 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 35 (53.03%) Agile Software Development
2 30 (45.45%) Analytics
3 29 (43.94%) SQL
4 28 (42.42%) Microsoft
5 24 (36.36%) Data Architecture
6 23 (34.85%) Business Intelligence
6 23 (34.85%) DevOps
7 21 (31.82%) ETL
7 21 (31.82%) Data Management
8 17 (25.76%) Data Analysis
9 16 (24.24%) Security Cleared
10 14 (21.21%) Power BI
10 14 (21.21%) Power Platform
10 14 (21.21%) Scrum
11 13 (19.70%) Reference Data
11 13 (19.70%) Reference Data Management
12 12 (18.18%) Business Analytics
12 12 (18.18%) Visualisation
12 12 (18.18%) Data Visualisation
12 12 (18.18%) Degree
12 12 (18.18%) Cognos
13 11 (16.67%) Informatica
14 10 (15.15%) SC Cleared
15 9 (13.64%) SAP
15 9 (13.64%) Data Warehouse
16 8 (12.12%) AWS
17 7 (10.61%) Azure
17 7 (10.61%) SQL Server Integration Services
17 7 (10.61%) SQL Server
17 7 (10.61%) Performance Tuning

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 (1.52%) Oracle SOA Suite
1 1 (1.52%) SharePoint
1 1 (1.52%) WebLogic
Business Applications
1 2 (3.03%) Primavera
2 1 (1.52%) Oracle ERP
2 1 (1.52%) SAP ERP
Cloud Services
1 14 (21.21%) Power Platform
2 8 (12.12%) AWS
3 7 (10.61%) Azure
4 1 (1.52%) Adobe Analytics
4 1 (1.52%) Azure Data Factory
4 1 (1.52%) Google Analytics
4 1 (1.52%) PaaS
Database & Business Intelligence
1 14 (21.21%) Power BI
2 9 (13.64%) Data Warehouse
3 7 (10.61%) SQL Server
3 7 (10.61%) SQL Server Integration Services
4 6 (9.09%) SAP BW
4 6 (9.09%) SQL Server Analysis Services
5 5 (7.58%) BusinessObjects
5 5 (7.58%) BusinessObjects Business Intelligence
5 5 (7.58%) BusinessObjects XI
5 5 (7.58%) PowerCenter
5 5 (7.58%) SAP HANA
6 4 (6.06%) SQL Server Reporting Services
7 3 (4.55%) Relational Database
7 3 (4.55%) Star Schema
8 2 (3.03%) Azure SQL Database
8 2 (3.03%) MongoDB
8 2 (3.03%) NoSQL
8 2 (3.03%) Oracle Database
9 1 (1.52%) Azure SQL Data Warehouse
9 1 (1.52%) Oracle Database 12c
Development Applications
1 1 (1.52%) LSMW
1 1 (1.52%) Visual Studio
General
1 4 (6.06%) Finance
1 4 (6.06%) Retail
2 2 (3.03%) Financial Institution
2 2 (3.03%) Pharmaceutical
2 2 (3.03%) Public Sector
3 1 (1.52%) Aerospace
3 1 (1.52%) Marketing
Job Titles
1 25 (37.88%) Developer
2 24 (36.36%) Architect
3 13 (19.70%) Solutions Architect
4 9 (13.64%) Data Architect
4 9 (13.64%) Lead Architect
4 9 (13.64%) Lead Developer
4 9 (13.64%) Lead Solutions Architect
5 8 (12.12%) Analyst
6 7 (10.61%) Consultant
6 7 (10.61%) Data Engineer
6 7 (10.61%) Data Visualisation Developer
7 5 (7.58%) Business Analyst
7 5 (7.58%) Informatica Architect
7 5 (7.58%) SAP BW Consultant
7 5 (7.58%) SAP Consultant
8 4 (6.06%) Informatica Developer
9 3 (4.55%) Business Data Analyst
9 3 (4.55%) Business Intelligence Architect
9 3 (4.55%) Business Intelligence Developer
9 3 (4.55%) Data Analyst
Libraries, Frameworks & Software Standards
1 5 (7.58%) SAP XI
2 3 (4.55%) MDX
2 3 (4.55%) Web Services
3 2 (3.03%) XML
4 1 (1.52%) Ajax
4 1 (1.52%) CSS
4 1 (1.52%) HTML
4 1 (1.52%) IDoc
4 1 (1.52%) Oracle Fusion
4 1 (1.52%) SAP ALE
4 1 (1.52%) XHTML
Miscellaneous
1 13 (19.70%) Reference Data
2 4 (6.06%) Analytical Skills
3 2 (3.03%) Hedge funds
3 2 (3.03%) Private Cloud
3 2 (3.03%) Tandem
3 2 (3.03%) Virtual Team
4 1 (1.52%) Data Structures
4 1 (1.52%) NHS
4 1 (1.52%) Replication
Operating Systems
1 1 (1.52%) Linux
Processes & Methodologies
1 35 (53.03%) Agile Software Development
2 30 (45.45%) Analytics
3 24 (36.36%) Data Architecture
4 23 (34.85%) Business Intelligence
4 23 (34.85%) DevOps
5 21 (31.82%) Data Management
5 21 (31.82%) ETL
6 17 (25.76%) Data Analysis
7 14 (21.21%) Scrum
8 13 (19.70%) Reference Data Management
9 12 (18.18%) Business Analytics
9 12 (18.18%) Data Visualisation
9 12 (18.18%) Visualisation
10 7 (10.61%) Performance Tuning
11 6 (9.09%) Logical Data Model
12 5 (7.58%) Business Process Modelling
12 5 (7.58%) Data Migration
12 5 (7.58%) Migration
13 4 (6.06%) Performance Metrics
13 4 (6.06%) Physical Data Model
Programming Languages
1 29 (43.94%) SQL
2 5 (7.58%) ABAP
3 4 (6.06%) T-SQL
4 2 (3.03%) Java
4 2 (3.03%) PL/SQL
5 1 (1.52%) C#
5 1 (1.52%) JavaScript
Qualifications
1 16 (24.24%) Security Cleared
2 12 (18.18%) Degree
3 10 (15.15%) SC Cleared
4 5 (7.58%) BPSS Clearance
5 2 (3.03%) Computer Science Degree
5 2 (3.03%) DV Cleared
6 1 (1.52%) Master's Degree
6 1 (1.52%) Microsoft Certification
Quality Assurance & Compliance
1 1 (1.52%) Actionable Recommendations
1 1 (1.52%) Data Quality
Vendors
1 28 (42.42%) Microsoft
2 12 (18.18%) Cognos
3 11 (16.67%) Informatica
4 9 (13.64%) SAP
5 6 (9.09%) IBM
5 6 (9.09%) Oracle
6 1 (1.52%) Adobe
6 1 (1.52%) Coremetrics
6 1 (1.52%) Google
6 1 (1.52%) Tableau
6 1 (1.52%) Teradata