The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 27 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
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 120 93 122
Rank change year-on-year
-27 +29
Contract jobs citing Data Modelling 161 192 135
As % of all contract IT jobs located in the South East 1.73% 2.06% 1.50%
As % of the Processes & Methodologies category 2.16% 2.62% 1.99%
Number of daily rates quoted 103 117 75
Median daily rate £425 £423 £413
Median daily rate % change year-on-year
+0.59% +2.42%
90% offered a daily rate of more than £328 £273 £275
10% offered a daily rate of more than £600 £550 £520
UK excluding London median daily rate £450 £425 £403
% change year-on-year
+5.88% +5.59%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £20.69 £23.15
% change year-on-year
- -10.62%
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 South East region.

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
7459 7329 6781
As % of all contract IT jobs located in the South East 80.16% 78.67% 75.51%
Number of daily rates quoted 4580 4179 3772
Median daily rate £413 £390 £375
Median daily rate % change year-on-year
+5.76% +4.00%
90% offered a daily rate of more than £290 £265 £248
10% offered a daily rate of more than £538 £525 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 261 258 277
Median hourly rate £27.50 £30.00 £26.50
Median hourly rate % change year-on-year
-8.33% +13.20%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £47.83 £45.00 £52.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

Data Modelling
Jobs Demand Trend in the South East

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

Data Modelling
Daily Rate Trend in the South East

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

Data Modelling Daily Rate Trend in the South East

Data Modelling
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South East region over the 3 months to 27 May 2016.

Data Modelling Daily Rate Histogram in the South East

Data Modelling
Hourly Rate Trend in the South East

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

Data Modelling Hourly Rate Trend in the South East

Data Modelling
Contract Job Locations in the South East

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 South East region over the 3 months to 27 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
Hampshire -4 36 £465 +9.41% 8
Berkshire -8 33 £425 +28.30% 4
Surrey -15 23 £388 -3.12% 6
Oxfordshire +3 22 £425 -2.85% 5
Buckinghamshire +3 18 £438 +14.75% 1
West Sussex -30 12 £365 -27.00% 4
East Sussex +3 9 £450 -
Kent -16 3 £217 -60.54% 3
Sussex - 3 - -
Middlesex -3 1 £500 -
M4 Corridor - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 27 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 South East region with a requirement for Data Modelling.

1 98 (26.92%) SQL
2 97 (26.65%) Oracle
3 83 (22.80%) Business Intelligence
4 75 (20.60%) Data Warehouse
5 59 (16.21%) ETL
6 57 (15.66%) SQL Server
7 56 (15.38%) Microsoft
8 55 (15.11%) Finance
9 52 (14.29%) Agile Software Development
9 52 (14.29%) Data Analysis
10 51 (14.01%) Data Architecture
11 49 (13.46%) SAP
11 49 (13.46%) XML
11 49 (13.46%) CRM
12 43 (11.81%) Data Management
13 42 (11.54%) Migration
13 42 (11.54%) Analytics
14 39 (10.71%) Analytical Skills
14 39 (10.71%) Java
14 39 (10.71%) SQL Server Reporting Services
15 36 (9.89%) SOA
15 36 (9.89%) Data Quality
16 35 (9.62%) Oracle Database
16 35 (9.62%) Data Migration
17 34 (9.34%) Degree
17 34 (9.34%) MS Excel
18 33 (9.07%) Security Cleared
19 32 (8.79%) SQL Server Integration Services
19 32 (8.79%) Telecoms
20 31 (8.52%) Data Integration

Data Modelling
Top Related IT Skills in the South East 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 22 (6.04%) SharePoint
2 20 (5.49%) SAS
3 6 (1.65%) Oracle Service Bus
4 5 (1.37%) CMS
4 5 (1.37%) Confluence
4 5 (1.37%) Node.js
4 5 (1.37%) WebLogic
5 4 (1.10%) Apache Spark
6 3 (0.82%) BizTalk Server
6 3 (0.82%) Elasticsearch
6 3 (0.82%) Oracle SOA Suite
6 3 (0.82%) WebSphere
7 2 (0.55%) Apache
7 2 (0.55%) Apache Solr
7 2 (0.55%) Drupal
7 2 (0.55%) MQSeries
7 2 (0.55%) MQSI
7 2 (0.55%) Sitecore CMS
7 2 (0.55%) Tomcat
7 2 (0.55%) Umbraco
Applications
1 34 (9.34%) MS Excel
2 7 (1.92%) MS Office
3 4 (1.10%) MS PowerPoint
3 4 (1.10%) MS Visio
4 3 (0.82%) SPSS
5 2 (0.55%) MS Project
6 1 (0.27%) Spreadsheet
Business Applications
1 23 (6.32%) Dynamics CRM
2 8 (2.20%) SAP Oil and Gas
3 5 (1.37%) SAP Business ByDesign
3 5 (1.37%) SAP IS-U
4 3 (0.82%) SAP ERP
5 2 (0.55%) Oracle CRM
5 2 (0.55%) Oracle Financials
5 2 (0.55%) Oracle Retail
5 2 (0.55%) SAP CO
5 2 (0.55%) SAP FI
5 2 (0.55%) SAP FI/CO
6 1 (0.27%) Cognos Business Intelligence
6 1 (0.27%) OpenText VIM for SAP
6 1 (0.27%) SAP FI-AP
6 1 (0.27%) SAP Travel Management
Cloud Services
1 17 (4.67%) Microsoft Azure
2 6 (1.65%) Amazon AWS
3 4 (1.10%) SaaS
4 2 (0.55%) Office 365
4 2 (0.55%) SuccessFactors
4 2 (0.55%) Veeva
5 1 (0.27%) Google Analytics
Communications & Networking
1 8 (2.20%) CTI
2 5 (1.37%) DNS
2 5 (1.37%) VPN
3 4 (1.10%) Kerberos
4 2 (0.55%) ATM
4 2 (0.55%) SNMP
5 1 (0.27%) HTTP
Database & Business Intelligence
1 75 (20.60%) Data Warehouse
2 57 (15.66%) SQL Server
3 39 (10.71%) SQL Server Reporting Services
4 35 (9.62%) Oracle Database
5 32 (8.79%) SQL Server Integration Services
6 30 (8.24%) Relational Database
7 29 (7.97%) Hadoop
8 25 (6.87%) SQL Server Analysis Services
9 24 (6.59%) BusinessObjects
10 23 (6.32%) Big Data
11 18 (4.95%) Oracle BI EE
12 13 (3.57%) MySQL
13 12 (3.30%) Data Mining
14 10 (2.75%) NoSQL
14 10 (2.75%) RDBMS
15 9 (2.47%) DB2
15 9 (2.47%) Oracle Exadata
16 8 (2.20%) Oracle Discoverer
16 8 (2.20%) Oracle OWB
16 8 (2.20%) SAP BI
Development Applications
1 23 (6.32%) Team Foundation Server
2 22 (6.04%) SoapUI
3 12 (3.30%) ERwin
4 10 (2.75%) JUnit
5 8 (2.20%) JBehave
6 5 (1.37%) JIRA
7 4 (1.10%) Git (software)
7 4 (1.10%) Subversion
7 4 (1.10%) Toad
8 3 (0.82%) PowerDesigner
8 3 (0.82%) Talend Open Studio
9 2 (0.55%) Ant
9 2 (0.55%) Atlassian Bamboo
9 2 (0.55%) Eclipse
9 2 (0.55%) Jenkins
9 2 (0.55%) Selenium
9 2 (0.55%) SQL Server Management Studio (SSMS)
9 2 (0.55%) TeamCity
10 1 (0.27%) Oracle Forms
10 1 (0.27%) Visual Studio
General
1 55 (15.11%) Finance
2 32 (8.79%) Telecoms
3 24 (6.59%) Retail
4 22 (6.04%) Marketing
5 9 (2.47%) Manufacturing
6 8 (2.20%) Electronics
6 8 (2.20%) Publishing
7 7 (1.92%) Billing
8 6 (1.65%) Banking
8 6 (1.65%) Pharmaceutical
9 4 (1.10%) Front Office
10 3 (0.82%) French Language
10 3 (0.82%) German Language
10 3 (0.82%) Portuguese Language
10 3 (0.82%) Spanish Language
11 2 (0.55%) Investment Banking
12 1 (0.27%) Automotive
12 1 (0.27%) Back Office
12 1 (0.27%) Military
Job Titles
1 95 (26.10%) Analyst
1 95 (26.10%) Architect
2 87 (23.90%) Developer
3 56 (15.38%) Data Architect
4 50 (13.74%) Business Analyst
5 33 (9.07%) Consultant
5 33 (9.07%) Data Analyst
6 31 (8.52%) Designer
7 27 (7.42%) Solutions Designer
8 24 (6.59%) Solutions Architect
9 23 (6.32%) SQL Developer
10 20 (5.49%) SOA Designer
11 19 (5.22%) SOA Solution Designer
12 16 (4.40%) Data Modeller
13 15 (4.12%) CRM Developer
14 14 (3.85%) SQL Server Developer
15 13 (3.57%) SSRS Developer
16 12 (3.30%) Business Intelligence Architect
16 12 (3.30%) Data Business Analyst
16 12 (3.30%) SSIS Developer
Libraries, Frameworks & Software Standards
1 49 (13.46%) XML
2 26 (7.14%) .NET
2 26 (7.14%) SOAP
3 24 (6.59%) XSD
4 22 (6.04%) WSDL
5 21 (5.77%) Web Services
6 14 (3.85%) CSS
6 14 (3.85%) HTML
7 10 (2.75%) ADO.NET
7 10 (2.75%) MDX
8 8 (2.20%) Java EE
8 8 (2.20%) Middleware
8 8 (2.20%) Spring
9 7 (1.92%) jQuery
9 7 (1.92%) Natural Language Processing
10 6 (1.65%) AngularJS
10 6 (1.65%) XML Schema
11 5 (1.37%) .NET Framework
11 5 (1.37%) Ajax
11 5 (1.37%) J2EE
Miscellaneous
1 39 (10.71%) Analytical Skills
2 31 (8.52%) Data Integration
3 21 (5.77%) Management Information System
4 12 (3.30%) Enterprise Software
5 11 (3.02%) CMDB
5 11 (3.02%) Computer Science
5 11 (3.02%) Replication
6 8 (2.20%) NHS
7 7 (1.92%) Algorithms
7 7 (1.92%) Data Structures
7 7 (1.92%) User Experience
7 7 (1.92%) W3C
8 6 (1.65%) Visualisation
9 5 (1.37%) Reference Data
10 4 (1.10%) Inversion of Control
10 4 (1.10%) Mathematics
10 4 (1.10%) Statistics
11 3 (0.82%) Life Science
11 3 (0.82%) Social Media
12 2 (0.55%) Linked Data
Operating Systems
1 24 (6.59%) Windows
2 15 (4.12%) Windows Server
3 11 (3.02%) Linux
3 11 (3.02%) Unix
4 5 (1.37%) zOS
5 1 (0.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 83 (22.80%) Business Intelligence
2 59 (16.21%) ETL
3 52 (14.29%) Agile Software Development
3 52 (14.29%) Data Analysis
4 51 (14.01%) Data Architecture
5 49 (13.46%) CRM
6 43 (11.81%) Data Management
7 42 (11.54%) Analytics
7 42 (11.54%) Migration
8 36 (9.89%) SOA
9 35 (9.62%) Data Migration
10 29 (7.97%) Data Governance
11 25 (6.87%) UML
11 25 (6.87%) Unit Testing
12 24 (6.59%) Business Analysis
13 23 (6.32%) Master Data Management
13 23 (6.32%) Project Management
14 22 (6.04%) Enterprise Architecture
14 22 (6.04%) Test Strategy
14 22 (6.04%) TOGAF
Programming Languages
1 98 (26.92%) SQL
2 39 (10.71%) Java
3 25 (6.87%) C#
4 24 (6.59%) T-SQL
5 18 (4.95%) PL/SQL
6 12 (3.30%) JavaScript
7 8 (2.20%) Python
7 8 (2.20%) Scala
7 8 (2.20%) XAML
8 7 (1.92%) ABAP
8 7 (1.92%) C
9 5 (1.37%) C++
9 5 (1.37%) R
10 4 (1.10%) VB.NET
11 3 (0.82%) PHP
12 2 (0.55%) JCL
12 2 (0.55%) MATLAB
12 2 (0.55%) Shell Script
13 1 (0.27%) Perl
13 1 (0.27%) VB
Qualifications
1 34 (9.34%) Degree
2 33 (9.07%) Security Cleared
3 28 (7.69%) SC Cleared
4 9 (2.47%) ISEB
4 9 (2.47%) Microsoft Certification
5 6 (1.65%) MCSE
6 4 (1.10%) MCTS
6 4 (1.10%) SAP Certification
7 3 (0.82%) CBAP
7 3 (0.82%) MCAD
7 3 (0.82%) MCPD
7 3 (0.82%) MCSD
8 2 (0.55%) DV Cleared
8 2 (0.55%) MCITP
9 1 (0.27%) ITIL Certification
9 1 (0.27%) Postgraduate
9 1 (0.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 36 (9.89%) Data Quality
2 7 (1.92%) QA
3 3 (0.82%) SLA
4 2 (0.55%) Sarbanes-Oxley
5 1 (0.27%) ISO 9000
5 1 (0.27%) Solvency II
System Software
1 8 (2.20%) Active Directory
2 5 (1.37%) Hyper-V
3 2 (0.55%) Varnish
Systems Management
1 5 (1.37%) Data Guard
1 5 (1.37%) SCOM
2 1 (0.27%) HP Quality Center
Vendors
1 97 (26.65%) Oracle
2 56 (15.38%) Microsoft
3 49 (13.46%) SAP
4 19 (5.22%) Informatica
5 10 (2.75%) BMC
6 8 (2.20%) Teradata
7 7 (1.92%) Siebel
8 6 (1.65%) IBM
9 5 (1.37%) Pega
9 5 (1.37%) Salesforce.com
10 4 (1.10%) Cloudera
10 4 (1.10%) hybris
10 4 (1.10%) NetSuite
10 4 (1.10%) Remedy
10 4 (1.10%) Tableau
11 3 (0.82%) Adobe
11 3 (0.82%) Cognos
11 3 (0.82%) GoldenSource
11 3 (0.82%) Hyperion
11 3 (0.82%) Talend
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