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 30 July 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
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 77 83 109
Rank change year-on-year
+6 +26
Contract jobs citing Data Modelling 51 68 41
As % of all contract IT jobs located in the East of England 2.00% 2.18% 1.35%
As % of the Processes & Methodologies category 2.50% 2.77% 1.75%
Number of daily rates quoted 29 41 28
Median daily rate £450 £425 £388
Median daily rate % change year-on-year
+5.88% +9.67%
90% offered a daily rate of more than £393 £325 £284
10% offered a daily rate of more than £558 £550 £500
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 0 2 0
Median hourly rate - £50.00 -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
2038 2456 2340
As % of all contract IT jobs located in the East of England 79.95% 78.77% 77.05%
Number of daily rates quoted 1186 1501 1366
Median daily rate £425 £388 £393
Median daily rate % change year-on-year
+9.67% -1.27%
90% offered a daily rate of more than £255 £260 £250
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 160 168 161
Median hourly rate £35.75 £32.00 £30.00
Median hourly rate % change year-on-year
+11.71% +6.66%
90% offered a hourly rate of more than £16.50 £12.00 £14.00
10% offered a hourly rate of more than £46.50 £50.00 £41.95
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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 30 July 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 30 July 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 -6 17 £450 -
Hertfordshire +19 14 £444 +36.53% 2
Cambridgeshire +17 14 £475 +22.58% 3
Norfolk +3 4 £381 -10.29% 1
Suffolk -10 2 - -
Data Modelling
England

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

For the 6 months to 30 July 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 37 (33.33%) Migration
2 36 (32.43%) Finance
3 31 (27.93%) Agile Software Development
3 31 (27.93%) ETL
3 31 (27.93%) SQL
4 28 (25.23%) Data Migration
5 27 (24.32%) SAP
6 26 (23.42%) Microsoft
7 24 (21.62%) Data Warehouse
7 24 (21.62%) Oracle
7 24 (21.62%) Use Case
8 22 (19.82%) SOA
9 21 (18.92%) E-Commerce
9 21 (18.92%) Business Intelligence
10 20 (18.02%) Web Services
10 20 (18.02%) CRM
10 20 (18.02%) Waterfall
11 19 (17.12%) Data Integration
11 19 (17.12%) Java
11 19 (17.12%) ERP
12 18 (16.22%) Business Analysis
12 18 (16.22%) Analytical Skills
13 17 (15.32%) SOAP
14 16 (14.41%) Dynamics CRM
14 16 (14.41%) RESTful
15 15 (13.51%) Data Quality
15 15 (13.51%) Data Management
15 15 (13.51%) SQL Server
16 14 (12.61%) SQL Server Integration Services
16 14 (12.61%) Enterprise Architecture

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 10 (9.01%) CMS
2 7 (6.31%) SAS
3 4 (3.60%) WebLogic
4 3 (2.70%) Confluence
5 1 (0.90%) Apache ServiceMix
5 1 (0.90%) BizTalk Server
5 1 (0.90%) Mule
Applications
1 10 (9.01%) MS Excel
2 6 (5.41%) MS Office
3 4 (3.60%) MS PowerPoint
4 3 (2.70%) MS Visio
5 1 (0.90%) MS Project
Business Applications
1 16 (14.41%) Dynamics CRM
2 3 (2.70%) BigMachines
3 2 (1.80%) Oracle EBS
3 2 (1.80%) Oracle EBS R12
3 2 (1.80%) Unit4 Business World
4 1 (0.90%) Cerner Millennium
4 1 (0.90%) Cognos TM1
4 1 (0.90%) Dynamics AX
4 1 (0.90%) SAP Oil and Gas
Cloud Services
1 10 (9.01%) Amazon AWS
1 10 (9.01%) Force.com
1 10 (9.01%) Heroku
2 9 (8.11%) SuccessFactors
3 7 (6.31%) SaaS
4 2 (1.80%) IaaS
5 1 (0.90%) Taleo
Database & Business Intelligence
1 24 (21.62%) Data Warehouse
2 15 (13.51%) SQL Server
3 14 (12.61%) SQL Server Integration Services
4 13 (11.71%) Oracle Database
5 9 (8.11%) BusinessObjects
5 9 (8.11%) Relational Database
6 8 (7.21%) Enterprise Data Warehouse
6 8 (7.21%) RDBMS
7 6 (5.41%) SQL Server Reporting Services
8 5 (4.50%) Crystal Reports
9 4 (3.60%) MS Access
9 4 (3.60%) Oracle Database 11g
9 4 (3.60%) Qlik Sense
10 3 (2.70%) BusinessObjects XI
10 3 (2.70%) Data Mart
10 3 (2.70%) QlikView
10 3 (2.70%) SAP HANA
11 2 (1.80%) Data Mining
11 2 (1.80%) MySQL
12 1 (0.90%) Oracle Reports
Development Applications
1 4 (3.60%) ERwin
1 4 (3.60%) JIRA
1 4 (3.60%) Oracle APEX
1 4 (3.60%) Oracle Forms
2 3 (2.70%) Team Foundation Server
General
1 36 (32.43%) Finance
2 8 (7.21%) Retail
3 6 (5.41%) Marketing
4 5 (4.50%) Legal
5 3 (2.70%) Billing
5 3 (2.70%) Financial Institution
5 3 (2.70%) General Ledger
6 2 (1.80%) Telecoms
7 1 (0.90%) Advertising
7 1 (0.90%) Banking
7 1 (0.90%) Electronics
7 1 (0.90%) Manufacturing
7 1 (0.90%) Publishing
Job Titles
1 44 (39.64%) Analyst
1 44 (39.64%) Architect
2 20 (18.02%) Data Architect
3 19 (17.12%) Business Analyst
4 17 (15.32%) Data Analyst
5 16 (14.41%) Developer
6 12 (10.81%) Technical Architect
7 10 (9.01%) Salesforce.com Architect
8 9 (8.11%) Solutions Architect
9 8 (7.21%) Technical Analyst
10 7 (6.31%) Business Systems Analyst
10 7 (6.31%) Oracle Developer
11 6 (5.41%) Consultant
12 5 (4.50%) Business Data Analyst
12 5 (4.50%) Data Warehouse Architect
12 5 (4.50%) Senior Developer
13 4 (3.60%) Financial Analyst
13 4 (3.60%) Salesforce.com Consultant
13 4 (3.60%) Systems Analyst
13 4 (3.60%) Technical Consultant
Libraries, Frameworks & Software Standards
1 20 (18.02%) Web Services
2 17 (15.32%) SOAP
3 16 (14.41%) RESTful
4 11 (9.91%) Visualforce
5 10 (9.01%) COM
6 9 (8.11%) XML
7 7 (6.31%) Middleware
8 6 (5.41%) .NET
9 5 (4.50%) REST
10 4 (3.60%) .NET Framework
11 3 (2.70%) ASP.NET Web API
11 3 (2.70%) WCF
12 2 (1.80%) CSS
12 2 (1.80%) Hibernate
12 2 (1.80%) Java EE
12 2 (1.80%) Spring
13 1 (0.90%) HTML
13 1 (0.90%) JSON
13 1 (0.90%) MDX
13 1 (0.90%) XSD
Miscellaneous
1 19 (17.12%) Data Integration
2 18 (16.22%) Analytical Skills
3 13 (11.71%) Data Structures
4 12 (10.81%) Enterprise Software
5 10 (9.01%) Mobile App
6 6 (5.41%) Management Information System
7 4 (3.60%) iPad
7 4 (3.60%) N-Tier
8 3 (2.70%) Data Centre
8 3 (2.70%) Data Extraction
9 2 (1.80%) Algorithms
10 1 (0.90%) Computer Science
10 1 (0.90%) Driving Licence
10 1 (0.90%) Informatics
10 1 (0.90%) NHS
10 1 (0.90%) Virtual Team
10 1 (0.90%) Visualisation
Operating Systems
1 10 (9.01%) Android
1 10 (9.01%) Apple iOS
2 2 (1.80%) AIX
2 2 (1.80%) Linux
2 2 (1.80%) Windows
3 1 (0.90%) Unix
Processes & Methodologies
1 37 (33.33%) Migration
2 31 (27.93%) Agile Software Development
2 31 (27.93%) ETL
3 28 (25.23%) Data Migration
4 24 (21.62%) Use Case
5 22 (19.82%) SOA
6 21 (18.92%) Business Intelligence
6 21 (18.92%) E-Commerce
7 20 (18.02%) CRM
7 20 (18.02%) Waterfall
8 19 (17.12%) ERP
9 18 (16.22%) Business Analysis
10 15 (13.51%) Data Management
11 14 (12.61%) Analytics
11 14 (12.61%) Data Architecture
11 14 (12.61%) Enterprise Architecture
12 13 (11.71%) Data Mapping
12 13 (11.71%) Mentoring
13 12 (10.81%) Logical Data Model
13 12 (10.81%) Prototyping
Programming Languages
1 31 (27.93%) SQL
2 19 (17.12%) Java
3 11 (9.91%) Apex Code
3 11 (9.91%) PL/SQL
3 11 (9.91%) SOQL
4 8 (7.21%) C#
5 4 (3.60%) JavaScript
6 3 (2.70%) T-SQL
7 2 (1.80%) PHP
7 2 (1.80%) Python
8 1 (0.90%) C++
8 1 (0.90%) MATLAB
8 1 (0.90%) Shell Script
Qualifications
1 7 (6.31%) Degree
2 2 (1.80%) ISEB
3 1 (0.90%) Security Cleared
Quality Assurance & Compliance
1 15 (13.51%) Data Quality
2 5 (4.50%) QA
3 3 (2.70%) COBIT
4 2 (1.80%) GxP
5 1 (0.90%) Disclosure Scotland
System Software
1 4 (3.60%) Oracle RAC
Vendors
1 27 (24.32%) SAP
2 26 (23.42%) Microsoft
3 24 (21.62%) Oracle
4 12 (10.81%) Salesforce.com
5 11 (9.91%) Siebel
6 4 (3.60%) Tableau
7 3 (2.70%) Concur
7 3 (2.70%) Sybase
8 2 (1.80%) hybris
8 2 (1.80%) Informatica
8 2 (1.80%) JDA
9 1 (0.90%) Atlassian
9 1 (0.90%) CA
9 1 (0.90%) Capita
9 1 (0.90%) Cerner
9 1 (0.90%) IBM
9 1 (0.90%) JD Edwards
9 1 (0.90%) Pega
9 1 (0.90%) Sitecore
9 1 (0.90%) WSO2
Welwyn Garden City, Hertfordshire
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