The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 25 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
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 76 74 98
Rank change year-on-year
-2 +24
Contract jobs citing Data Modelling 54 74 55
As % of all contract IT jobs located in the East of England 2.13% 2.36% 1.74%
As % of the Processes & Methodologies category 2.68% 3.03% 2.20%
Number of daily rates quoted 35 40 43
Median daily rate £463 £430 £403
Median daily rate % change year-on-year
+7.55% +6.83%
90% offered a daily rate of more than £378 £339 £288
10% offered a daily rate of more than £565 £576 £543
UK excluding London median daily rate £420 £435 £413
% change year-on-year
-3.44% +5.45%
Number of hourly rates quoted 0 1 0
Median hourly rate - £45.00 -
UK excluding London median hourly rate £40.00 £34.00 £16.44
% change year-on-year
+17.64% +106.78%
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 of England region.

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
2018 2439 2497
As % of all contract IT jobs located in the East of England 79.42% 77.70% 79.07%
Number of daily rates quoted 1178 1464 1485
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £255 £260 £250
10% offered a daily rate of more than £550 £550 £501
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 157 172 152
Median hourly rate £36.00 £31.50 £28.50
Median hourly rate % change year-on-year
+14.28% +10.52%
90% offered a hourly rate of more than £16.50 £12.00 £13.70
10% offered a hourly rate of more than £47.00 £49.50 £43.25
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

Data Modelling
Jobs Demand Trend in the East of England

The demand trend of contract jobs across the East of England 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 of England

Data Modelling
Daily Rate Trend in the East of England

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

Data Modelling Daily Rate Trend in the East of England

Data Modelling
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the East of England region over the 3 months to 25 August 2016.

Data Modelling Daily Rate Histogram in the East of England

Data Modelling
Hourly Rate Trend in the East of England

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

Data Modelling Hourly Rate Trend in the East of England

Data Modelling
Contract Job Locations in the East of England

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 of England region over the 3 months to 25 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
Bedfordshire 0 22 £464 -2.31%
Cambridgeshire +21 15 £475 +11.76% 1
Hertfordshire +14 13 £438 +26.81% 4
Norfolk 0 3 £400 -5.88% 1
Suffolk -8 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East of England

For the 6 months to 25 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 of England region with a requirement for Data Modelling.

1 34 (34.00%) Finance
2 30 (30.00%) Migration
3 28 (28.00%) ETL
4 25 (25.00%) SQL
5 23 (23.00%) Oracle
5 23 (23.00%) SAP
5 23 (23.00%) Agile Software Development
6 22 (22.00%) SOA
7 21 (21.00%) Business Intelligence
8 20 (20.00%) Microsoft
8 20 (20.00%) Data Warehouse
8 20 (20.00%) Data Migration
9 19 (19.00%) Business Analysis
9 19 (19.00%) E-Commerce
10 18 (18.00%) Data Integration
11 17 (17.00%) Use Case
11 17 (17.00%) SQL Server
11 17 (17.00%) Analytics
12 15 (15.00%) Web Services
12 15 (15.00%) SQL Server Integration Services
12 15 (15.00%) Analytical Skills
13 14 (14.00%) Enterprise Architecture
13 14 (14.00%) Data Architecture
13 14 (14.00%) ERP
14 13 (13.00%) Java
14 13 (13.00%) Data Quality
14 13 (13.00%) Data Management
15 12 (12.00%) User Acceptance Testing
15 12 (12.00%) Data Mapping
15 12 (12.00%) CRM

Data Modelling
Top Related IT Skills in the East of England 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 6 (6.00%) SAS
2 4 (4.00%) CMS
2 4 (4.00%) WebLogic
3 2 (2.00%) Confluence
4 1 (1.00%) Apache ServiceMix
4 1 (1.00%) BizTalk Server
4 1 (1.00%) Mule
4 1 (1.00%) SharePoint
4 1 (1.00%) SharePoint 2010
Applications
1 9 (9.00%) MS Excel
2 4 (4.00%) MS Office
2 4 (4.00%) MS PowerPoint
3 2 (2.00%) MS Visio
4 1 (1.00%) MS Project
Business Applications
1 10 (10.00%) Dynamics CRM
2 4 (4.00%) BigMachines
3 3 (3.00%) Oracle EBS R12
4 2 (2.00%) Oracle EBS
4 2 (2.00%) Unit4 Business World
5 1 (1.00%) Cerner Millennium
5 1 (1.00%) Cognos TM1
5 1 (1.00%) Dynamics AX
5 1 (1.00%) Oracle Applications
5 1 (1.00%) SAP ERP
5 1 (1.00%) SAP MDM
5 1 (1.00%) SAP Oil and Gas
Cloud Services
1 9 (9.00%) SuccessFactors
2 5 (5.00%) Amazon AWS
2 5 (5.00%) SaaS
3 4 (4.00%) Force.com
3 4 (4.00%) Heroku
4 1 (1.00%) Microsoft Azure
Communications & Networking
1 1 (1.00%) FTP
Database & Business Intelligence
1 20 (20.00%) Data Warehouse
2 17 (17.00%) SQL Server
3 15 (15.00%) SQL Server Integration Services
4 10 (10.00%) Enterprise Data Warehouse
4 10 (10.00%) Oracle Database
5 9 (9.00%) BusinessObjects
6 7 (7.00%) SQL Server Reporting Services
7 6 (6.00%) Relational Database
8 5 (5.00%) Crystal Reports
8 5 (5.00%) RDBMS
9 4 (4.00%) MS Access
9 4 (4.00%) Oracle Database 11g
9 4 (4.00%) Qlik Sense
9 4 (4.00%) SAP HANA
10 3 (3.00%) BusinessObjects XI
10 3 (3.00%) Data Mining
11 2 (2.00%) Data Mart
11 2 (2.00%) MySQL
11 2 (2.00%) QlikView
11 2 (2.00%) SQL Server Analysis Services
Development Applications
1 4 (4.00%) ERwin
1 4 (4.00%) Oracle APEX
2 3 (3.00%) Oracle Forms
2 3 (3.00%) Team Foundation Server
3 2 (2.00%) JIRA
General
1 34 (34.00%) Finance
2 7 (7.00%) Marketing
3 6 (6.00%) Retail
4 4 (4.00%) Billing
5 3 (3.00%) General Ledger
5 3 (3.00%) Legal
6 2 (2.00%) Financial Institution
7 1 (1.00%) Banking
7 1 (1.00%) Electronics
7 1 (1.00%) Manufacturing
7 1 (1.00%) Pharmaceutical
7 1 (1.00%) Publishing
7 1 (1.00%) Telecoms
Job Titles
1 39 (39.00%) Analyst
2 37 (37.00%) Architect
3 19 (19.00%) Business Analyst
4 17 (17.00%) Data Architect
5 16 (16.00%) Developer
6 14 (14.00%) Data Analyst
7 11 (11.00%) Solutions Architect
8 7 (7.00%) Business Systems Analyst
8 7 (7.00%) Oracle Developer
9 6 (6.00%) Salesforce.com Architect
9 6 (6.00%) Technical Analyst
9 6 (6.00%) Technical Architect
10 5 (5.00%) Data Warehouse Architect
11 4 (4.00%) Consultant
11 4 (4.00%) Finance Business Analyst
11 4 (4.00%) Finance Systems Analyst
11 4 (4.00%) Financial Analyst
11 4 (4.00%) Project Manager
11 4 (4.00%) Senior Developer
11 4 (4.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 15 (15.00%) Web Services
2 11 (11.00%) RESTful
3 10 (10.00%) SOAP
4 8 (8.00%) Middleware
4 8 (8.00%) XML
5 5 (5.00%) .NET
5 5 (5.00%) Visualforce
6 4 (4.00%) COM
6 4 (4.00%) REST
7 3 (3.00%) .NET Framework
7 3 (3.00%) WCF
8 2 (2.00%) ASP.NET Web API
8 2 (2.00%) CSS
8 2 (2.00%) Hibernate
8 2 (2.00%) Java EE
8 2 (2.00%) Spring
9 1 (1.00%) Apache Camel
9 1 (1.00%) HTML
9 1 (1.00%) MDX
Miscellaneous
1 18 (18.00%) Data Integration
2 15 (15.00%) Analytical Skills
3 9 (9.00%) Data Structures
4 6 (6.00%) Enterprise Software
4 6 (6.00%) Management Information System
5 4 (4.00%) Mobile App
5 4 (4.00%) N-Tier
6 3 (3.00%) Data Extraction
7 2 (2.00%) Algorithms
7 2 (2.00%) Informatics
8 1 (1.00%) Computer Science
8 1 (1.00%) Data Centre
8 1 (1.00%) Driving Licence
8 1 (1.00%) iPad
8 1 (1.00%) NHS
8 1 (1.00%) Taxonomies
8 1 (1.00%) Virtual Team
8 1 (1.00%) Visualisation
Operating Systems
1 4 (4.00%) Android
1 4 (4.00%) Apple iOS
2 1 (1.00%) AIX
2 1 (1.00%) Linux
2 1 (1.00%) Unix
2 1 (1.00%) Windows
Processes & Methodologies
1 30 (30.00%) Migration
2 28 (28.00%) ETL
3 23 (23.00%) Agile Software Development
4 22 (22.00%) SOA
5 21 (21.00%) Business Intelligence
6 20 (20.00%) Data Migration
7 19 (19.00%) Business Analysis
7 19 (19.00%) E-Commerce
8 17 (17.00%) Analytics
8 17 (17.00%) Use Case
9 14 (14.00%) Data Architecture
9 14 (14.00%) Enterprise Architecture
9 14 (14.00%) ERP
10 13 (13.00%) Data Management
11 12 (12.00%) CRM
11 12 (12.00%) Data Mapping
11 12 (12.00%) Logical Data Model
11 12 (12.00%) User Acceptance Testing
12 11 (11.00%) Data Cleansing
12 11 (11.00%) Waterfall
Programming Languages
1 25 (25.00%) SQL
2 13 (13.00%) Java
3 9 (9.00%) PL/SQL
4 7 (7.00%) C#
5 5 (5.00%) Apex Code
5 5 (5.00%) SOQL
6 4 (4.00%) JavaScript
7 3 (3.00%) T-SQL
8 2 (2.00%) PHP
8 2 (2.00%) Python
9 1 (1.00%) C++
9 1 (1.00%) Shell Script
9 1 (1.00%) VBA
Qualifications
1 5 (5.00%) Degree
2 2 (2.00%) ISEB
3 1 (1.00%) BPSS Clearance
3 1 (1.00%) CBAP
3 1 (1.00%) IIBA
Quality Assurance & Compliance
1 13 (13.00%) Data Quality
2 5 (5.00%) QA
3 1 (1.00%) COBIT
3 1 (1.00%) Disclosure Scotland
System Software
1 4 (4.00%) Oracle RAC
Vendors
1 23 (23.00%) Oracle
1 23 (23.00%) SAP
2 20 (20.00%) Microsoft
3 7 (7.00%) Salesforce.com
4 5 (5.00%) Siebel
5 4 (4.00%) Tableau
6 3 (3.00%) Concur
6 3 (3.00%) Informatica
6 3 (3.00%) Sybase
7 2 (2.00%) hybris
8 1 (1.00%) Atlassian
8 1 (1.00%) CA
8 1 (1.00%) Capita
8 1 (1.00%) Cerner
8 1 (1.00%) Cognos
8 1 (1.00%) IBM
8 1 (1.00%) JD Edwards
8 1 (1.00%) JDA
8 1 (1.00%) Teradata
8 1 (1.00%) WSO2