The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the East Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 55 53 73
Rank change year-on-year
-2 +20
Contract jobs citing Data Modelling 49 50 19
As % of all contract IT jobs located in the East Midlands 3.08% 3.10% 1.27%
As % of the Processes & Methodologies category 3.86% 3.97% 1.71%
Number of daily rates quoted 30 37 13
Median daily rate £378 £450 £375
Median daily rate % change year-on-year
-16.11% +20.00%
90% offered a daily rate of more than £299 £350 £279
10% offered a daily rate of more than £483 £591 £479
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the East Midlands region.

Processes & Methodologies Category
East Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
1271 1260 1109
As % of all contract IT jobs located in the East Midlands 79.94% 78.12% 74.18%
Number of daily rates quoted 795 779 594
Median daily rate £410 £375 £400
Median daily rate % change year-on-year
+9.33% -6.25%
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 23 45 48
Median hourly rate £16.09 £19.08 £17.50
Median hourly rate % change year-on-year
-15.67% +9.02%
90% offered a hourly rate of more than £8.91 £11.21 £9.78
10% offered a hourly rate of more than £41.90 £45.00 £37.50
UK excluding London median hourly rate £31.00 £32.50 £25.75
% change year-on-year
-4.61% +26.21%

Data Modelling
Jobs Demand Trend in the East Midlands

The demand trend of contract jobs across the East Midlands region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the East Midlands

Data Modelling
Daily Rate Trend in the East Midlands

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

Data Modelling Daily Rate Trend in the East Midlands

Data Modelling
Daily Rate Histogram in the East Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the East Midlands region over the 3 months to 31 August 2016.

Data Modelling Daily Rate Histogram in the East Midlands

Data Modelling
Hourly Rate Trend in the East Midlands

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

Data Modelling Hourly Rate Trend 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 3 months to 31 August 2016. 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
(Click see detailed
statistics and trends)
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
Northamptonshire +1 20 £350 -22.22%
Nottinghamshire -5 13 £368 -5.16% 1
Derbyshire +10 10 £400 -30.43% 1
Leicestershire +2 3 £475 +5.55%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 31 August 2016, 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 33 (40.74%) Agile Software Development
2 31 (38.27%) Finance
2 31 (38.27%) Logical Data Model
3 27 (33.33%) SQL
4 21 (25.93%) Oracle
5 20 (24.69%) SQL Server
6 19 (23.46%) Stakeholder Management
6 19 (23.46%) Retail
7 18 (22.22%) Scrum
8 17 (20.99%) Requirements Analysis
9 16 (19.75%) Business Analysis
9 16 (19.75%) User Acceptance Testing
9 16 (19.75%) Business Intelligence
10 15 (18.52%) Change Management
10 15 (18.52%) Extreme Programming
11 14 (17.28%) ETL
11 14 (17.28%) Physical Data Model
12 13 (16.05%) Data Warehouse
13 12 (14.81%) ERP
13 12 (14.81%) JavaScript
13 12 (14.81%) Data Quality
14 11 (13.58%) Java
14 11 (13.58%) Migration
15 10 (12.35%) Hibernate
15 10 (12.35%) JUnit
15 10 (12.35%) JPA
16 9 (11.11%) Data Migration
16 9 (11.11%) Data Cleansing
16 9 (11.11%) Unit Testing
16 9 (11.11%) SAP

Data Modelling
Top Related 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 8 (9.88%) SAS
2 3 (3.70%) JBoss
3 1 (1.23%) Confluence
3 1 (1.23%) SharePoint
3 1 (1.23%) Tomcat
Applications
1 1 (1.23%) Acrobat
1 1 (1.23%) FrameMaker
Business Applications
1 8 (9.88%) Oracle EBS
1 8 (9.88%) SAP ERP
2 5 (6.17%) Oracle EBS R12
3 4 (4.94%) Oracle Financials
4 3 (3.70%) Oracle Assets
4 3 (3.70%) Oracle Cash Management
4 3 (3.70%) Oracle General Ledger
4 3 (3.70%) Oracle Payables
4 3 (3.70%) Oracle Receivables
5 2 (2.47%) Cognos Business Intelligence
6 1 (1.23%) Teamcenter
6 1 (1.23%) Unit4 Business World
Cloud Services
1 2 (2.47%) PaaS
2 1 (1.23%) Office 365
2 1 (1.23%) OpenShift
Communications & Networking
1 2 (2.47%) VoIP
2 1 (1.23%) SSL
Database & Business Intelligence
1 20 (24.69%) SQL Server
2 13 (16.05%) Data Warehouse
3 7 (8.64%) SQL Server Integration Services
4 6 (7.41%) Oracle Database
5 5 (6.17%) RDBMS
5 5 (6.17%) Relational Database
5 5 (6.17%) SQL Server 2008
6 3 (3.70%) Big Data
6 3 (3.70%) Data Mining
6 3 (3.70%) Hadoop
6 3 (3.70%) OLAP
6 3 (3.70%) SQL Server Reporting Services
7 2 (2.47%) Cognos Framework Manager
7 2 (2.47%) Cognos Report Studio
7 2 (2.47%) Cognos Transformer
7 2 (2.47%) OLTP
7 2 (2.47%) QlikView
7 2 (2.47%) Snowflake Schema
7 2 (2.47%) SQL Server Analysis Services
8 1 (1.23%) BusinessObjects
Development Applications
1 10 (12.35%) JUnit
2 9 (11.11%) Eclipse
3 7 (8.64%) Gradle
3 7 (8.64%) Jenkins
3 7 (8.64%) JProfiler
4 6 (7.41%) Git (software)
4 6 (7.41%) Maven
5 5 (6.17%) SonarQube
6 4 (4.94%) IntelliJ
7 3 (3.70%) Ant
7 3 (3.70%) Checkstyle
7 3 (3.70%) ERwin
7 3 (3.70%) QUnit
7 3 (3.70%) Selenium
7 3 (3.70%) Subversion
8 2 (2.47%) Bitbucket
9 1 (1.23%) JIRA
General
1 31 (38.27%) Finance
2 19 (23.46%) Retail
3 7 (8.64%) Banking
4 2 (2.47%) Legal
5 1 (1.23%) Advertising
5 1 (1.23%) Aerospace
5 1 (1.23%) Investment Banking
5 1 (1.23%) Manufacturing
5 1 (1.23%) Marketing
Job Titles
1 33 (40.74%) Analyst
2 23 (28.40%) Developer
3 18 (22.22%) Business Analyst
4 14 (17.28%) Data Analyst
5 13 (16.05%) Architect
6 8 (9.88%) Data Architect
6 8 (9.88%) Java Developer
6 8 (9.88%) SQL Developer
7 6 (7.41%) Data Manager
8 5 (6.17%) Digital Analyst
8 5 (6.17%) Digital Business Analyst
8 5 (6.17%) Financial Analyst
9 4 (4.94%) Business Intelligence Developer
9 4 (4.94%) Business Manager
9 4 (4.94%) Oracle Analyst
10 3 (3.70%) Data Modeller
10 3 (3.70%) ETL Analyst
10 3 (3.70%) Solutions Architect
10 3 (3.70%) SQL Data Analyst
10 3 (3.70%) Web Developer
Libraries, Frameworks & Software Standards
1 10 (12.35%) Hibernate
1 10 (12.35%) JPA
2 9 (11.11%) Spring
3 8 (9.88%) Java EE
3 8 (9.88%) Web Services
4 5 (6.17%) AngularJS
4 5 (6.17%) Backbone.js
4 5 (6.17%) J2EE
4 5 (6.17%) Spring Boot
5 4 (4.94%) Ajax
5 4 (4.94%) CSS
5 4 (4.94%) HTML
5 4 (4.94%) jQuery
5 4 (4.94%) JSON
5 4 (4.94%) REST
5 4 (4.94%) XML
6 3 (3.70%) EJB
6 3 (3.70%) JBoss Seam
6 3 (3.70%) JMS
6 3 (3.70%) JSTL
Miscellaneous
1 6 (7.41%) Data Extraction
2 4 (4.94%) Analytical Skills
3 3 (3.70%) Data Integration
4 2 (2.47%) Computer Science
4 2 (2.47%) Data Centre
4 2 (2.47%) NHS
5 1 (1.23%) Data Structures
5 1 (1.23%) DataPower
5 1 (1.23%) FMCG
5 1 (1.23%) Reference Data
Operating Systems
1 5 (6.17%) Linux
2 2 (2.47%) Unix
3 1 (1.23%) Windows
Processes & Methodologies
1 33 (40.74%) Agile Software Development
2 31 (38.27%) Logical Data Model
3 19 (23.46%) Stakeholder Management
4 18 (22.22%) Scrum
5 17 (20.99%) Requirements Analysis
6 16 (19.75%) Business Analysis
6 16 (19.75%) Business Intelligence
6 16 (19.75%) User Acceptance Testing
7 15 (18.52%) Change Management
7 15 (18.52%) Extreme Programming
8 14 (17.28%) ETL
8 14 (17.28%) Physical Data Model
9 12 (14.81%) ERP
10 11 (13.58%) Migration
11 9 (11.11%) Data Cleansing
11 9 (11.11%) Data Migration
11 9 (11.11%) Unit Testing
11 9 (11.11%) Validation
12 8 (9.88%) Data Transformation
12 8 (9.88%) OO
Programming Languages
1 27 (33.33%) SQL
2 12 (14.81%) JavaScript
3 11 (13.58%) Java
4 7 (8.64%) PL/SQL
5 2 (2.47%) T-SQL
6 1 (1.23%) C#
Qualifications
1 3 (3.70%) OCMJD
1 3 (3.70%) Sun Certification
2 1 (1.23%) BPSS Clearance
2 1 (1.23%) Degree
2 1 (1.23%) HND
2 1 (1.23%) ISEB
2 1 (1.23%) SC Cleared
2 1 (1.23%) Security Cleared
Quality Assurance & Compliance
1 12 (14.81%) Data Quality
2 1 (1.23%) ISO20022
2 1 (1.23%) Solvency II
System Software
1 1 (1.23%) Docker
Systems Management
1 1 (1.23%) HP Quality Center
1 1 (1.23%) Kubernetes
1 1 (1.23%) Puppet
Vendors
1 21 (25.93%) Oracle
2 9 (11.11%) SAP
3 8 (9.88%) Cognos
4 7 (8.64%) Microsoft
5 6 (7.41%) Tableau
6 5 (6.17%) Teradata
7 4 (4.94%) Perforce
8 3 (3.70%) Genesys
8 3 (3.70%) Sun
9 1 (1.23%) Adobe
9 1 (1.23%) Endeca
9 1 (1.23%) Informatica
9 1 (1.23%) PeopleSoft
9 1 (1.23%) Serena
9 1 (1.23%) Trillium