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 31 May 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 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 97 84
Rank change year-on-year
+19 -13
Contract jobs citing Data Modelling 50 37 55
As % of all contract IT jobs located in the East of England 2.02% 1.34% 1.87%
As % of the Processes & Methodologies category 2.56% 1.72% 2.48%
Number of daily rates quoted 30 27 40
Median daily rate £450 £413 £400
Median daily rate % change year-on-year
+9.09% +3.12%
90% offered a daily rate of more than £363 £338 £300
10% offered a daily rate of more than £613 £565 £453
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 2 0
Median hourly rate - £50.00 -
UK excluding London median hourly rate - £27.75 £23.15
% change year-on-year
- +19.87%
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
1952 2146 2217
As % of all contract IT jobs located in the East of England 78.90% 77.56% 75.49%
Number of daily rates quoted 1117 1230 1247
Median daily rate £425 £400 £383
Median daily rate % change year-on-year
+6.25% +4.57%
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £575 £550 £475
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 134 153 151
Median hourly rate £27.50 £36.00 £30.50
Median hourly rate % change year-on-year
-23.61% +18.03%
90% offered a hourly rate of more than £16.50 £12.00 £14.00
10% offered a hourly rate of more than £47.50 £45.00 £42.50
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

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 31 May 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 31 May 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 13 £450 -5.26% 7
Cambridgeshire +23 12 £488 +18.18% 5
Hertfordshire +6 10 £444 +26.78% 6
Norfolk +7 7 £413 -2.94%
Essex -1 5 £486 -22.20%
Suffolk -4 3 - - 2
Data Modelling
England

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

For the 6 months to 31 May 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 40 (33.33%) Agile Software Development
2 36 (30.00%) Microsoft
3 35 (29.17%) Migration
4 33 (27.50%) SAP
5 31 (25.83%) SQL
6 30 (25.00%) SOA
7 27 (22.50%) E-Commerce
8 24 (20.00%) ETL
8 24 (20.00%) Oracle
9 23 (19.17%) Use Case
10 22 (18.33%) Data Migration
10 22 (18.33%) Enterprise Architecture
10 22 (18.33%) Data Warehouse
10 22 (18.33%) Analytical Skills
11 21 (17.50%) Logical Data Model
11 21 (17.50%) Waterfall
11 21 (17.50%) SOAP
11 21 (17.50%) Finance
12 20 (16.67%) Web Services
12 20 (16.67%) CRM
12 20 (16.67%) Business Intelligence
13 19 (15.83%) Java
14 18 (15.00%) MS Excel
15 17 (14.17%) Data Management
15 17 (14.17%) Data Structures
16 16 (13.33%) Oracle Database
17 15 (12.50%) Microservices
17 15 (12.50%) Data Quality
17 15 (12.50%) Dynamics CRM
17 15 (12.50%) ERP

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 11 (9.17%) CMS
2 6 (5.00%) SAS
3 4 (3.33%) Confluence
3 4 (3.33%) WebLogic
4 2 (1.67%) Apache ServiceMix
4 2 (1.67%) BizTalk Server
4 2 (1.67%) JBoss
4 2 (1.67%) Mule
5 1 (0.83%) Sitecore CMS
5 1 (0.83%) Umbraco
Applications
1 18 (15.00%) MS Excel
2 6 (5.00%) MS Office
3 5 (4.17%) MS Visio
4 4 (3.33%) MS PowerPoint
5 1 (0.83%) MS Project
Business Applications
1 15 (12.50%) Dynamics CRM
2 1 (0.83%) BigMachines
2 1 (0.83%) Cerner Millennium
2 1 (0.83%) Cognos TM1
2 1 (0.83%) Dynamics AX
2 1 (0.83%) SAP CRM
2 1 (0.83%) SAP ERP
2 1 (0.83%) SAP Oil and Gas
2 1 (0.83%) Unit4 Business World
Cloud Services
1 10 (8.33%) Amazon AWS
1 10 (8.33%) Force.com
1 10 (8.33%) Heroku
2 9 (7.50%) SaaS
3 5 (4.17%) SuccessFactors
4 2 (1.67%) IaaS
4 2 (1.67%) Taleo
5 1 (0.83%) iPaaS
5 1 (0.83%) PaaS
Communications & Networking
1 1 (0.83%) Network Security
Database & Business Intelligence
1 22 (18.33%) Data Warehouse
2 16 (13.33%) Oracle Database
3 13 (10.83%) Relational Database
4 11 (9.17%) RDBMS
4 11 (9.17%) SQL Server Integration Services
5 9 (7.50%) SQL Server
6 8 (6.67%) SQL Server Reporting Services
7 7 (5.83%) Enterprise Data Warehouse
7 7 (5.83%) SQL Server Analysis Services
8 4 (3.33%) MS Access
8 4 (3.33%) Oracle Database 11g
8 4 (3.33%) SAP HANA
8 4 (3.33%) SQL Server 2008
9 3 (2.50%) BusinessObjects
9 3 (2.50%) Data Mart
9 3 (2.50%) Data Mining
9 3 (2.50%) QlikView
10 2 (1.67%) Base SAS
10 2 (1.67%) Hadoop
10 2 (1.67%) SQL Server 2005
Development Applications
1 6 (5.00%) JIRA
1 6 (5.00%) Oracle Forms
2 4 (3.33%) ERwin
2 4 (3.33%) Oracle APEX
3 2 (1.67%) Team Foundation Server
4 1 (0.83%) Cucumber
4 1 (0.83%) Jenkins
4 1 (0.83%) JUnit
4 1 (0.83%) Maven
4 1 (0.83%) PowerDesigner
General
1 21 (17.50%) Finance
2 9 (7.50%) Legal
3 8 (6.67%) Retail
4 5 (4.17%) Advertising
5 3 (2.50%) Financial Institution
5 3 (2.50%) Marketing
5 3 (2.50%) Telecoms
6 2 (1.67%) General Ledger
6 2 (1.67%) Manufacturing
7 1 (0.83%) Aerospace
7 1 (0.83%) Electronics
7 1 (0.83%) Publishing
Job Titles
1 52 (43.33%) Architect
2 43 (35.83%) Analyst
3 20 (16.67%) Business Analyst
4 18 (15.00%) Data Architect
5 17 (14.17%) Developer
6 15 (12.50%) Data Analyst
6 15 (12.50%) Solutions Architect
6 15 (12.50%) Technical Architect
7 9 (7.50%) Salesforce.com Architect
8 8 (6.67%) Technical Analyst
9 7 (5.83%) Consultant
9 7 (5.83%) Oracle Developer
10 6 (5.00%) Business Data Analyst
10 6 (5.00%) Data Business Analyst
11 5 (4.17%) Integration Developer
11 5 (4.17%) Senior Developer
12 4 (3.33%) Infrastructure Analyst
12 4 (3.33%) SAP Analyst
12 4 (3.33%) Systems Analyst
12 4 (3.33%) Technical Consultant
Libraries, Frameworks & Software Standards
1 21 (17.50%) SOAP
2 20 (16.67%) Web Services
3 14 (11.67%) RESTful
4 12 (10.00%) .NET
5 11 (9.17%) Middleware
5 11 (9.17%) Visualforce
6 10 (8.33%) COM
6 10 (8.33%) XML
7 9 (7.50%) REST
8 5 (4.17%) .NET Framework
8 5 (4.17%) ASP.NET Web API
9 4 (3.33%) WCF
10 3 (2.50%) XSD
11 2 (1.67%) Apache Camel
11 2 (1.67%) JSON
11 2 (1.67%) MDX
12 1 (0.83%) CSS
12 1 (0.83%) Java EE
12 1 (0.83%) SAP PI
12 1 (0.83%) Spring
Miscellaneous
1 22 (18.33%) Analytical Skills
2 17 (14.17%) Data Structures
3 14 (11.67%) Data Integration
4 13 (10.83%) Enterprise Software
5 11 (9.17%) Mobile App
6 8 (6.67%) Management Information System
7 4 (3.33%) iPad
7 4 (3.33%) N-Tier
8 3 (2.50%) Client/Server
8 3 (2.50%) Data Centre
9 2 (1.67%) Algorithms
9 2 (1.67%) Hybrid Cloud
10 1 (0.83%) Cryptography
10 1 (0.83%) Informatics
10 1 (0.83%) NHS
10 1 (0.83%) Replication
10 1 (0.83%) Visualisation
Operating Systems
1 10 (8.33%) Android
1 10 (8.33%) Apple iOS
2 4 (3.33%) Windows
3 2 (1.67%) AIX
3 2 (1.67%) Linux
4 1 (0.83%) Unix
Processes & Methodologies
1 40 (33.33%) Agile Software Development
2 35 (29.17%) Migration
3 30 (25.00%) SOA
4 27 (22.50%) E-Commerce
5 24 (20.00%) ETL
6 23 (19.17%) Use Case
7 22 (18.33%) Data Migration
7 22 (18.33%) Enterprise Architecture
8 21 (17.50%) Logical Data Model
8 21 (17.50%) Waterfall
9 20 (16.67%) Business Intelligence
9 20 (16.67%) CRM
10 17 (14.17%) Data Management
11 15 (12.50%) ERP
11 15 (12.50%) Microservices
12 14 (11.67%) Business Analysis
12 14 (11.67%) Mentoring
13 13 (10.83%) Data Mapping
14 12 (10.00%) Project Management
14 12 (10.00%) User Stories
Programming Languages
1 31 (25.83%) SQL
2 19 (15.83%) Java
3 12 (10.00%) C#
4 11 (9.17%) Apex Code
4 11 (9.17%) SOQL
5 10 (8.33%) PL/SQL
6 4 (3.33%) T-SQL
7 3 (2.50%) JavaScript
8 2 (1.67%) Python
9 1 (0.83%) C++
9 1 (0.83%) MATLAB
9 1 (0.83%) PHP
9 1 (0.83%) Shell Script
Qualifications
1 6 (5.00%) Degree
2 4 (3.33%) ISEB
2 4 (3.33%) Security Cleared
3 1 (0.83%) SC Cleared
Quality Assurance & Compliance
1 15 (12.50%) Data Quality
2 8 (6.67%) QA
3 3 (2.50%) COBIT
4 2 (1.67%) GxP
5 1 (0.83%) Disclosure Scotland
5 1 (0.83%) PCI DSS
System Software
1 4 (3.33%) Oracle RAC
2 2 (1.67%) Hyper-V
Vendors
1 36 (30.00%) Microsoft
2 33 (27.50%) SAP
3 24 (20.00%) Oracle
4 11 (9.17%) Salesforce.com
4 11 (9.17%) Siebel
5 3 (2.50%) Red Hat
6 2 (1.67%) IBM
6 2 (1.67%) Informatica
6 2 (1.67%) JDA
6 2 (1.67%) Pega
6 2 (1.67%) Tableau
7 1 (0.83%) Apigee
7 1 (0.83%) Atlassian
7 1 (0.83%) Capita
7 1 (0.83%) Cerner
7 1 (0.83%) hybris
7 1 (0.83%) Mashery
7 1 (0.83%) Netezza
7 1 (0.83%) Sitecore
7 1 (0.83%) WSO2
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