Period
to 24 November 2017

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 November 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
England > East Midlands
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 72 66 63
Rank change year-on-year -6 -3 +35
Contract jobs citing Data Modelling 79 93 84
As % of all contract IT jobs advertised in the East Midlands 2.46% 2.82% 2.64%
As % of the Processes & Methodologies category 2.97% 3.43% 3.36%
Number of daily rates quoted 54 65 68
East Midlands median daily rate £463 £375 £416
Median daily rate % change year-on-year +23.33% -9.91% +5.38%
10th Percentile £327 £300 £325
90th Percentile £575 £475 £581
England median daily rate £495 £475 £450
% change year-on-year +4.21% +5.56% -
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £43.11 £42.50 £45.00
% change year-on-year +1.42% -5.56% +108.14%

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 2664 2710 2499
As % of all contract IT jobs advertised in the East Midlands 82.94% 82.17% 78.58%
Number of daily rates quoted 1692 1716 1586
East Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £250 £244 £225
90th Percentile £550 £575 £538
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 99 71 84
East Midlands median hourly rate £15.50 £14.00 £16.20
Median hourly rate % change year-on-year +10.71% -13.58% +2.86%
10th Percentile £9.31 £8.76 £11.00
90th Percentile £51.00 £40.00 £40.18
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

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 November 2017.

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 November 2017. 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 +6 30 £475 +25.00% 2
Northamptonshire -6 22 £400 +10.34% 2
Derbyshire -12 8 £413 +27.91%
Leicestershire -6 7 £550 +15.79%
Lincolnshire - 5 £275 -
Data Modelling
England

For the 6 months to 24 November 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 East Midlands region with a requirement for Data Modelling.

1 37 (46.84%) Agile Software Development
2 25 (31.65%) SQL
3 23 (29.11%) Migration
4 22 (27.85%) Scrum
5 20 (25.32%) Stakeholder Management
5 20 (25.32%) Logical Data Model
6 19 (24.05%) ETL
7 18 (22.78%) Data Migration
8 17 (21.52%) Data Architecture
8 17 (21.52%) OO
9 16 (20.25%) Business Intelligence
10 15 (18.99%) Oracle
10 15 (18.99%) SQL Server
11 14 (17.72%) Finance
12 13 (16.46%) Data Warehouse
13 12 (15.19%) Java
13 12 (15.19%) Relational Database
14 11 (13.92%) Data Quality
14 11 (13.92%) UML
14 11 (13.92%) Business Analysis
15 10 (12.66%) TDD
15 10 (12.66%) Hibernate
15 10 (12.66%) Spring
15 10 (12.66%) Web Services
15 10 (12.66%) RDBMS
15 10 (12.66%) JPA
16 9 (11.39%) Test Automation
16 9 (11.39%) Unit Testing
16 9 (11.39%) Data Governance
16 9 (11.39%) JUnit

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 (2.53%) IIS
1 2 (2.53%) SharePoint
2 1 (1.27%) Apache Pig
2 1 (1.27%) SAS
Applications
1 4 (5.06%) Microsoft Excel
2 2 (2.53%) Microsoft Office
3 1 (1.27%) Microsoft PowerPoint
3 1 (1.27%) MS Visio
Business Applications
1 2 (2.53%) Dynamics CRM
1 2 (2.53%) Oracle EBS
1 2 (2.53%) Teamcenter
2 1 (1.27%) Oracle EBS R12
2 1 (1.27%) Oracle SCM
Cloud Services
1 3 (3.80%) Microsoft Azure
2 2 (2.53%) Dynamics 365
3 1 (1.27%) Azure Data Factory
Database & Business Intelligence
1 15 (18.99%) SQL Server
2 13 (16.46%) Data Warehouse
3 12 (15.19%) Relational Database
4 10 (12.66%) RDBMS
5 5 (6.33%) SQL Server Integration Services
6 4 (5.06%) Data Mining
6 4 (5.06%) Power BI
6 4 (5.06%) QlikView
7 3 (3.80%) SQL Server Analysis Services
8 2 (2.53%) Apache Hive
8 2 (2.53%) Big Data
8 2 (2.53%) Hadoop
8 2 (2.53%) Microsoft Analysis Services
8 2 (2.53%) MongoDB
8 2 (2.53%) PowerCenter
8 2 (2.53%) SQL Server 2014
8 2 (2.53%) SQL Server Reporting Services
9 1 (1.27%) BusinessObjects
9 1 (1.27%) MS Access
9 1 (1.27%) PowerPivot
Development Applications
1 9 (11.39%) JUnit
2 8 (10.13%) Git (software)
3 5 (6.33%) Eclipse
3 5 (6.33%) Gradle
3 5 (6.33%) JProfiler
4 4 (5.06%) ERwin
4 4 (5.06%) IntelliJ
4 4 (5.06%) Jenkins
4 4 (5.06%) Maven
4 4 (5.06%) SonarQube
5 3 (3.80%) Talend Open Studio
6 2 (2.53%) JIRA
6 2 (2.53%) Visual Studio
7 1 (1.27%) Bitbucket
7 1 (1.27%) PowerDesigner
7 1 (1.27%) Subversion
General
1 14 (17.72%) Finance
2 8 (10.13%) Retail
3 7 (8.86%) Banking
4 5 (6.33%) Legal
4 5 (6.33%) Manufacturing
5 2 (2.53%) Marketing
5 2 (2.53%) Pharmaceutical
6 1 (1.27%) Retail Banking
Job Titles
1 28 (35.44%) Analyst
2 24 (30.38%) Architect
3 21 (26.58%) Business Analyst
4 15 (18.99%) Developer
5 13 (16.46%) Data Architect
6 10 (12.66%) Data Analyst
7 8 (10.13%) Java Developer
8 7 (8.86%) Solutions Architect
9 5 (6.33%) Agile Business Analyst
9 5 (6.33%) Data Modeller
10 4 (5.06%) Data Business Analyst
10 4 (5.06%) Migration Analyst
10 4 (5.06%) Senior Architect
10 4 (5.06%) Senior Data Architect
11 3 (3.80%) Business Intelligence Architect
11 3 (3.80%) Data Migration Analyst
12 2 (2.53%) Business Intelligence Developer
12 2 (2.53%) CRM Developer
12 2 (2.53%) Lead Developer
12 2 (2.53%) Web Developer
Libraries, Frameworks & Software Standards
1 10 (12.66%) Hibernate
1 10 (12.66%) JPA
1 10 (12.66%) Spring
1 10 (12.66%) Web Services
2 8 (10.13%) Java EE
2 8 (10.13%) Spring Boot
3 7 (8.86%) REST
3 7 (8.86%) SOAP
4 5 (6.33%) .NET
5 4 (5.06%) RESTful
6 3 (3.80%) AngularJS
6 3 (3.80%) HTML
6 3 (3.80%) JSON
7 2 (2.53%) .NET Framework
7 2 (2.53%) Ajax
7 2 (2.53%) ASP.NET
7 2 (2.53%) J2EE
7 2 (2.53%) XML
7 2 (2.53%) XSLT
8 1 (1.27%) XSL
Miscellaneous
1 6 (7.59%) Data Structures
1 6 (7.59%) Management Information System
2 5 (6.33%) Analytical Skills
3 1 (1.27%) Algorithms
3 1 (1.27%) Computer Science
3 1 (1.27%) Credit Risk
3 1 (1.27%) Greenfield Project
3 1 (1.27%) Reference Data
3 1 (1.27%) Taxonomies
3 1 (1.27%) User Experience
Processes & Methodologies
1 37 (46.84%) Agile Software Development
2 23 (29.11%) Migration
3 22 (27.85%) Scrum
4 20 (25.32%) Logical Data Model
4 20 (25.32%) Stakeholder Management
5 19 (24.05%) ETL
6 18 (22.78%) Data Migration
7 17 (21.52%) Data Architecture
7 17 (21.52%) OO
8 16 (20.25%) Business Intelligence
9 11 (13.92%) Business Analysis
9 11 (13.92%) UML
10 10 (12.66%) TDD
11 9 (11.39%) Data Governance
11 9 (11.39%) Enterprise Architecture
11 9 (11.39%) Requirements Analysis
11 9 (11.39%) Test Automation
11 9 (11.39%) TOGAF
11 9 (11.39%) Unit Testing
12 8 (10.13%) SDLC
Programming Languages
1 25 (31.65%) SQL
2 12 (15.19%) Java
3 5 (6.33%) C#
4 3 (3.80%) T-SQL
4 3 (3.80%) VB
5 2 (2.53%) C++
5 2 (2.53%) JavaScript
5 2 (2.53%) Perl
5 2 (2.53%) PL/SQL
5 2 (2.53%) Python
5 2 (2.53%) VB6
6 1 (1.27%) ABAP
6 1 (1.27%) Data Analysis Expressions (DAX)
6 1 (1.27%) PowerShell
Qualifications
1 3 (3.80%) IIBA
2 2 (2.53%) Degree
Quality Assurance & Compliance
1 11 (13.92%) Data Quality
2 1 (1.27%) 21 CFR Part 11
2 1 (1.27%) CDISC
2 1 (1.27%) GxP
2 1 (1.27%) HL7
2 1 (1.27%) PCI DSS
Vendors
1 15 (18.99%) Oracle
2 8 (10.13%) Perforce
3 6 (7.59%) Informatica
4 3 (3.80%) Microsoft
4 3 (3.80%) Talend
5 2 (2.53%) ServiceNow
6 1 (1.27%) Capita
6 1 (1.27%) Hortonworks
6 1 (1.27%) SAP
6 1 (1.27%) Siemens
6 1 (1.27%) Tableau