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 September 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 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 85 86 89
Rank change year-on-year
+1 +3
Contract jobs citing Data Modelling 46 58 66
As % of all contract IT jobs located in the East of England 1.89% 2.02% 2.15%
As % of the Processes & Methodologies category 2.37% 2.63% 2.70%
Number of daily rates quoted 31 26 54
Median daily rate £463 £450 £403
Median daily rate % change year-on-year
+2.77% +11.80%
90% offered a daily rate of more than £363 £333 £246
10% offered a daily rate of more than £575 £581 £563
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 1 0
Median hourly rate - £45.00 -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
1943 2209 2443
As % of all contract IT jobs located in the East of England 79.63% 77.10% 79.47%
Number of daily rates quoted 1100 1275 1488
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £250 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 152 165 150
Median hourly rate £36.14 £35.00 £26.50
Median hourly rate % change year-on-year
+3.25% +32.07%
90% offered a hourly rate of more than £16.00 £12.50 £13.16
10% offered a hourly rate of more than £46.50 £45.49 £47.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 September 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 September 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 20 £450 +2.85% 3
Cambridgeshire +22 12 £475 +7.95% 2
Hertfordshire -4 11 £400 +4.57% 4
Essex -3 2 £400 -15.78% 3
Norfolk +3 1 - -
Data Modelling
England

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

For the 6 months to 25 September 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 32 (34.41%) Finance
2 27 (29.03%) Migration
3 25 (26.88%) ETL
4 24 (25.81%) SQL
5 20 (21.51%) E-Commerce
5 20 (21.51%) Microsoft
6 19 (20.43%) SQL Server
6 19 (20.43%) Business Analysis
7 18 (19.35%) SQL Server Integration Services
7 18 (19.35%) Data Migration
7 18 (19.35%) SAP
7 18 (19.35%) Agile Software Development
8 17 (18.28%) Oracle
8 17 (18.28%) Data Warehouse
8 17 (18.28%) SOA
9 16 (17.20%) Business Intelligence
10 15 (16.13%) Use Case
10 15 (16.13%) Analytics
11 13 (13.98%) Data Architecture
11 13 (13.98%) Enterprise Architecture
11 13 (13.98%) Web Services
12 12 (12.90%) ERP
12 12 (12.90%) Data Mapping
12 12 (12.90%) Data Integration
12 12 (12.90%) Analytical Skills
13 11 (11.83%) Data Cleansing
13 11 (11.83%) User Acceptance Testing
13 11 (11.83%) Java
14 10 (10.75%) Stakeholder Management
14 10 (10.75%) SQL Server Reporting Services

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 4 (4.30%) WebLogic
2 3 (3.23%) CMS
2 3 (3.23%) SAS
3 1 (1.08%) Apache ServiceMix
3 1 (1.08%) BizTalk Server
3 1 (1.08%) Confluence
3 1 (1.08%) Mule
3 1 (1.08%) SharePoint
3 1 (1.08%) SharePoint 2010
Applications
1 10 (10.75%) MS Excel
2 4 (4.30%) MS Office
2 4 (4.30%) MS PowerPoint
3 1 (1.08%) MS Visio
Business Applications
1 8 (8.60%) Dynamics CRM
2 4 (4.30%) BigMachines
3 3 (3.23%) Oracle EBS R12
4 2 (2.15%) Oracle EBS
4 2 (2.15%) Unit4 Business World
5 1 (1.08%) Cognos TM1
5 1 (1.08%) Dynamics AX
5 1 (1.08%) Oracle Applications
5 1 (1.08%) SAP ERP
5 1 (1.08%) SAP MDM
5 1 (1.08%) SAP Oil and Gas
Cloud Services
1 9 (9.68%) SuccessFactors
2 4 (4.30%) Amazon AWS
2 4 (4.30%) SaaS
3 3 (3.23%) Force.com
3 3 (3.23%) Heroku
4 1 (1.08%) Microsoft Azure
Communications & Networking
1 1 (1.08%) FTP
Database & Business Intelligence
1 19 (20.43%) SQL Server
2 18 (19.35%) SQL Server Integration Services
3 17 (18.28%) Data Warehouse
4 10 (10.75%) SQL Server Reporting Services
5 7 (7.53%) BusinessObjects
5 7 (7.53%) Enterprise Data Warehouse
6 6 (6.45%) Oracle Database
6 6 (6.45%) Relational Database
7 5 (5.38%) Crystal Reports
7 5 (5.38%) RDBMS
8 4 (4.30%) MS Access
8 4 (4.30%) Oracle Database 11g
8 4 (4.30%) Qlik Sense
8 4 (4.30%) SAP HANA
9 3 (3.23%) Big Data
9 3 (3.23%) BusinessObjects XI
9 3 (3.23%) Data Mining
9 3 (3.23%) Power BI
9 3 (3.23%) SQL Server Analysis Services
10 2 (2.15%) MySQL
Development Applications
1 4 (4.30%) Oracle APEX
2 3 (3.23%) ERwin
2 3 (3.23%) Team Foundation Server
3 1 (1.08%) JIRA
General
1 32 (34.41%) Finance
2 7 (7.53%) Marketing
3 5 (5.38%) Retail
4 4 (4.30%) Billing
5 3 (3.23%) General Ledger
5 3 (3.23%) Legal
6 2 (2.15%) Manufacturing
6 2 (2.15%) Pharmaceutical
7 1 (1.08%) Banking
7 1 (1.08%) Electronics
7 1 (1.08%) Telecoms
Job Titles
1 37 (39.78%) Analyst
2 34 (36.56%) Architect
3 19 (20.43%) Business Analyst
4 16 (17.20%) Developer
5 13 (13.98%) Data Architect
6 12 (12.90%) Data Analyst
7 11 (11.83%) Solutions Architect
8 8 (8.60%) Business Systems Analyst
9 7 (7.53%) Oracle Developer
10 6 (6.45%) Technical Analyst
11 5 (5.38%) Data Warehouse Architect
11 5 (5.38%) Finance Business Analyst
11 5 (5.38%) Finance Systems Analyst
11 5 (5.38%) Financial Analyst
11 5 (5.38%) Salesforce.com Architect
11 5 (5.38%) SQL Developer
11 5 (5.38%) Technical Architect
12 4 (4.30%) Project Manager
13 3 (3.23%) Consultant
13 3 (3.23%) Senior Developer
Libraries, Frameworks & Software Standards
1 13 (13.98%) Web Services
2 9 (9.68%) RESTful
3 8 (8.60%) Middleware
3 8 (8.60%) SOAP
4 7 (7.53%) XML
5 5 (5.38%) .NET
6 4 (4.30%) Visualforce
7 3 (3.23%) COM
7 3 (3.23%) REST
7 3 (3.23%) WCF
8 2 (2.15%) .NET Framework
8 2 (2.15%) CSS
8 2 (2.15%) Hibernate
8 2 (2.15%) Spring
9 1 (1.08%) Apache Camel
9 1 (1.08%) ASP.NET Web API
9 1 (1.08%) HTML
9 1 (1.08%) Java EE
9 1 (1.08%) MDX
Miscellaneous
1 12 (12.90%) Analytical Skills
1 12 (12.90%) Data Integration
2 5 (5.38%) Data Structures
2 5 (5.38%) Enterprise Software
2 5 (5.38%) Management Information System
3 4 (4.30%) N-Tier
4 3 (3.23%) Data Extraction
4 3 (3.23%) Mobile App
5 1 (1.08%) Algorithms
5 1 (1.08%) Computer Science
5 1 (1.08%) Driving Licence
5 1 (1.08%) Informatics
5 1 (1.08%) iPad
5 1 (1.08%) Taxonomies
Operating Systems
1 3 (3.23%) Android
1 3 (3.23%) Apple iOS
2 1 (1.08%) AIX
2 1 (1.08%) Linux
2 1 (1.08%) Windows
Processes & Methodologies
1 27 (29.03%) Migration
2 25 (26.88%) ETL
3 20 (21.51%) E-Commerce
4 19 (20.43%) Business Analysis
5 18 (19.35%) Agile Software Development
5 18 (19.35%) Data Migration
6 17 (18.28%) SOA
7 16 (17.20%) Business Intelligence
8 15 (16.13%) Analytics
8 15 (16.13%) Use Case
9 13 (13.98%) Data Architecture
9 13 (13.98%) Enterprise Architecture
10 12 (12.90%) Data Mapping
10 12 (12.90%) ERP
11 11 (11.83%) Data Cleansing
11 11 (11.83%) User Acceptance Testing
12 10 (10.75%) CRM
12 10 (10.75%) Logical Data Model
12 10 (10.75%) Stakeholder Management
13 9 (9.68%) Service Design
Programming Languages
1 24 (25.81%) SQL
2 11 (11.83%) Java
3 9 (9.68%) PL/SQL
4 6 (6.45%) C#
5 5 (5.38%) T-SQL
6 4 (4.30%) Apex Code
6 4 (4.30%) SOQL
7 3 (3.23%) JavaScript
8 2 (2.15%) PHP
8 2 (2.15%) VBA
9 1 (1.08%) Python
Qualifications
1 5 (5.38%) Degree
2 2 (2.15%) ISEB
3 1 (1.08%) BPSS Clearance
3 1 (1.08%) CBAP
3 1 (1.08%) IIBA
Quality Assurance & Compliance
1 7 (7.53%) Data Quality
2 5 (5.38%) QA
System Software
1 4 (4.30%) Oracle RAC
Vendors
1 20 (21.51%) Microsoft
2 18 (19.35%) SAP
3 17 (18.28%) Oracle
4 6 (6.45%) Salesforce.com
5 4 (4.30%) Concur
5 4 (4.30%) Siebel
6 3 (3.23%) Sybase
6 3 (3.23%) Tableau
7 2 (2.15%) hybris
7 2 (2.15%) IBM
8 1 (1.08%) Atlassian
8 1 (1.08%) Capita
8 1 (1.08%) Cognos
8 1 (1.08%) Informatica
8 1 (1.08%) JD Edwards
8 1 (1.08%) JDA
8 1 (1.08%) Sitecore
8 1 (1.08%) Teradata
8 1 (1.08%) WSO2
Luton, Bedfordshire
Advantage XPO
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