Period
to 24 February 2018

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 24 February 2018 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
24 Feb 2018
Same period 2017 Same period 2016
Rank 73 70 85
Rank change year-on-year -3 +15 -6
Contract jobs citing Data Modelling 72 77 59
As % of all contract IT jobs advertised in the East Midlands 2.40% 2.45% 1.87%
As % of the Processes & Methodologies category 2.88% 3.00% 2.38%
Number of daily rates quoted 47 62 50
East Midlands median daily rate £450 £389 £350
Median daily rate % change year-on-year +15.76% +11.07% -26.32%
10th Percentile £308 £300 £238
90th Percentile £560 £513 £490
England median daily rate £475 £475 £450
% change year-on-year - +5.56% -
Number of hourly rates quoted 0 0 1
East Midlands median hourly rate - - £43.75
England median hourly rate £19.00 £34.12 £50.00
% change year-on-year -44.31% -31.76% -4.76%

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 2,501 2,564 2,484
As % of all contract IT jobs advertised in the East Midlands 83.53% 81.58% 78.86%
Number of daily rates quoted 1,578 1,632 1,559
East Midlands median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +3.81%
10th Percentile £238 £213 £238
90th Percentile £560 £550 £532
England median daily rate £455 £438 £425
% change year-on-year +4.00% +2.94% +4.94%
Number of hourly rates quoted 92 77 75
East Midlands median hourly rate £16.75 £15.75 £16.06
Median hourly rate % change year-on-year +6.35% -1.90% -1.20%
10th Percentile £10.03 £10.50 £10.55
90th Percentile £50.70 £38.75 £40.00
England median hourly rate £24.30 £25.00 £23.50
% change year-on-year -2.82% +6.38% +16.05%

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 24 February 2018.

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 24 February 2018. 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
Nottinghamshire +3 30 £400 +1.27% 3
Northamptonshire +9 25 £438 +16.67% 4
Derbyshire -4 7 £375 +0.33% 2
Leicestershire -1 3 £525 +61.54% 1
Lincolnshire 0 2 £275 -31.25%
Data Modelling
England

For the 6 months to 24 February 2018, 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 36 (50.00%) Agile Software Development
2 27 (37.50%) Scrum
3 24 (33.33%) OO
4 22 (30.56%) SQL
5 19 (26.39%) Migration
6 18 (25.00%) UML
7 15 (20.83%) Stakeholder Management
8 14 (19.44%) Management Information System
8 14 (19.44%) Data Migration
9 13 (18.06%) Finance
9 13 (18.06%) Oracle
10 12 (16.67%) ETL
10 12 (16.67%) SQL Server
10 12 (16.67%) Relational Database
10 12 (16.67%) Logical Data Model
11 11 (15.28%) User Stories
11 11 (15.28%) REST
11 11 (15.28%) Business Intelligence
11 11 (15.28%) Information Management
11 11 (15.28%) Business Analysis
12 10 (13.89%) Java
13 9 (12.50%) Data Warehouse
13 9 (12.50%) SDLC
14 8 (11.11%) Test Planning
14 8 (11.11%) JPA
14 8 (11.11%) Test Automation
14 8 (11.11%) Unit Testing
14 8 (11.11%) RDBMS
14 8 (11.11%) Spring
14 8 (11.11%) Requirements Analysis

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 2 (2.78%) Confluence
1 2 (2.78%) IIS
Applications
1 6 (8.33%) Microsoft Excel
2 1 (1.39%) Spreadsheet
Business Applications
1 2 (2.78%) Dynamics CRM
1 2 (2.78%) Oracle EBS
1 2 (2.78%) Teamcenter
2 1 (1.39%) Oracle EBS R12
2 1 (1.39%) Oracle SCM
Cloud Services
1 2 (2.78%) Dynamics 365
1 2 (2.78%) Microsoft Azure
Database & Business Intelligence
1 12 (16.67%) Relational Database
1 12 (16.67%) SQL Server
2 9 (12.50%) Data Warehouse
3 8 (11.11%) RDBMS
4 4 (5.56%) SQL Server Integration Services
4 4 (5.56%) SQL Server Reporting Services
5 3 (4.17%) Data Mining
6 2 (2.78%) MongoDB
6 2 (2.78%) Power BI
6 2 (2.78%) PowerCenter
6 2 (2.78%) SQL Server 2014
7 1 (1.39%) BusinessObjects
7 1 (1.39%) Microsoft Analysis Services
7 1 (1.39%) NoSQL
7 1 (1.39%) PowerPivot
7 1 (1.39%) Spotfire
7 1 (1.39%) SQL Server 2016
7 1 (1.39%) SQL Server Analysis Services
Development Applications
1 7 (9.72%) Git (software)
1 7 (9.72%) JUnit
2 5 (6.94%) Eclipse
2 5 (6.94%) Gradle
2 5 (6.94%) JProfiler
3 4 (5.56%) IntelliJ
3 4 (5.56%) Jenkins
3 4 (5.56%) JIRA
3 4 (5.56%) Maven
3 4 (5.56%) SonarQube
4 2 (2.78%) Visual Studio
5 1 (1.39%) ERwin
5 1 (1.39%) PowerDesigner
5 1 (1.39%) Subversion
General
1 13 (18.06%) Finance
2 5 (6.94%) Banking
2 5 (6.94%) Legal
2 5 (6.94%) Manufacturing
2 5 (6.94%) Retail
3 2 (2.78%) Marketing
3 2 (2.78%) Pharmaceutical
4 1 (1.39%) Electronics
4 1 (1.39%) Retail Banking
4 1 (1.39%) Telecoms
Job Titles
1 36 (50.00%) Analyst
2 26 (36.11%) Business Analyst
3 13 (18.06%) Data Analyst
3 13 (18.06%) Developer
4 12 (16.67%) Architect
5 8 (11.11%) Agile Business Analyst
6 7 (9.72%) Java Developer
7 5 (6.94%) Data Architect
7 5 (6.94%) Data Business Analyst
8 4 (5.56%) Migration Analyst
9 3 (4.17%) Business Intelligence Architect
9 3 (4.17%) Data Migration Analyst
9 3 (4.17%) Data Modeller
10 2 (2.78%) CRM Developer
10 2 (2.78%) Dynamics CRM Developer
10 2 (2.78%) Informatica Architect
10 2 (2.78%) Lead Developer
10 2 (2.78%) Senior Analyst
10 2 (2.78%) Senior Business Analyst
10 2 (2.78%) Web Developer
Libraries, Frameworks & Software Standards
1 11 (15.28%) REST
2 8 (11.11%) Hibernate
2 8 (11.11%) JPA
2 8 (11.11%) Spring
3 7 (9.72%) JSON
3 7 (9.72%) Web Services
4 6 (8.33%) Java EE
4 6 (8.33%) SOAP
4 6 (8.33%) Spring Boot
5 5 (6.94%) .NET
6 4 (5.56%) HTML
6 4 (5.56%) RESTful
7 3 (4.17%) .NET Framework
7 3 (4.17%) ASP.NET
8 2 (2.78%) Ajax
8 2 (2.78%) AngularJS
8 2 (2.78%) J2EE
8 2 (2.78%) MDX
8 2 (2.78%) XML
8 2 (2.78%) XSLT
Miscellaneous
1 14 (19.44%) Management Information System
2 5 (6.94%) User Experience
3 4 (5.56%) Analytical Skills
3 4 (5.56%) Data Structures
4 1 (1.39%) Computer Science
Processes & Methodologies
1 36 (50.00%) Agile Software Development
2 27 (37.50%) Scrum
3 24 (33.33%) OO
4 19 (26.39%) Migration
5 18 (25.00%) UML
6 15 (20.83%) Stakeholder Management
7 14 (19.44%) Data Migration
8 12 (16.67%) ETL
8 12 (16.67%) Logical Data Model
9 11 (15.28%) Business Analysis
9 11 (15.28%) Business Intelligence
9 11 (15.28%) Information Management
9 11 (15.28%) User Stories
10 9 (12.50%) SDLC
11 8 (11.11%) Requirements Analysis
11 8 (11.11%) TDD
11 8 (11.11%) Test Automation
11 8 (11.11%) Test Planning
11 8 (11.11%) Unit Testing
11 8 (11.11%) Workflow
Programming Languages
1 22 (30.56%) SQL
2 10 (13.89%) Java
3 5 (6.94%) C#
3 5 (6.94%) JavaScript
4 4 (5.56%) T-SQL
5 3 (4.17%) Data Analysis Expressions (DAX)
6 2 (2.78%) C++
6 2 (2.78%) Perl
6 2 (2.78%) PL/SQL
6 2 (2.78%) Python
6 2 (2.78%) VB
6 2 (2.78%) VB6
7 1 (1.39%) ABAP
Qualifications
1 3 (4.17%) IIBA
2 1 (1.39%) Degree
2 1 (1.39%) ISEB
Quality Assurance & Compliance
1 6 (8.33%) Data Quality
2 4 (5.56%) GDPR
3 1 (1.39%) 21 CFR Part 11
3 1 (1.39%) CDISC
3 1 (1.39%) GxP
3 1 (1.39%) HL7
3 1 (1.39%) PCI DSS
3 1 (1.39%) SLA
Vendors
1 13 (18.06%) Oracle
2 7 (9.72%) Perforce
3 6 (8.33%) Informatica
4 2 (2.78%) SAP
5 1 (1.39%) Capita
5 1 (1.39%) Microsoft
5 1 (1.39%) ServiceNow
5 1 (1.39%) Siemens
5 1 (1.39%) Tableau
5 1 (1.39%) Talend