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 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 124 104 134
Rank change year-on-year
-20 +30
Contract jobs citing Data Modelling 156 177 115
As % of all contract IT jobs located in the South East 1.74% 1.91% 1.28%
As % of the Processes & Methodologies category 2.16% 2.39% 1.68%
Number of daily rates quoted 108 116 64
Median daily rate £425 £423 £406
Median daily rate % change year-on-year
+0.59% +4.00%
90% offered a daily rate of more than £338 £300 £294
10% offered a daily rate of more than £527 £550 £504
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
7224 7392 6828
As % of all contract IT jobs located in the South East 80.47% 79.58% 75.93%
Number of daily rates quoted 4424 4291 3772
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £290 £275 £248
10% offered a daily rate of more than £538 £513 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 260 241 259
Median hourly rate £35.00 £25.00 £30.00
Median hourly rate % change year-on-year
+40.00% -16.66%
90% offered a hourly rate of more than £12.50 £12.42 £13.19
10% offered a hourly rate of more than £52.50 £47.83 £55.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 28 June 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 28 June 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
Berkshire +8 42 £450 +12.50% 5
Oxfordshire +15 27 £425 -2.85% 7
Hampshire -10 27 £425 +1.79% 4
Surrey -4 22 £388 -3.12% 3
Buckinghamshire +7 18 £425 +13.33% 2
West Sussex -20 9 £365 -23.15% 1
East Sussex +1 5 £463 +2.77% 1
Kent +5 4 £400 -25.58% 2
Middlesex -6 1 £500 +81.81%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 28 June 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.

1 108 (31.67%) SQL
2 88 (25.81%) Oracle
3 83 (24.34%) Business Intelligence
4 77 (22.58%) Data Warehouse
5 66 (19.35%) ETL
6 59 (17.30%) SQL Server
7 56 (16.42%) Finance
8 53 (15.54%) Microsoft
9 49 (14.37%) XML
9 49 (14.37%) Data Architecture
10 45 (13.20%) Agile Software Development
11 44 (12.90%) CRM
11 44 (12.90%) Analytics
12 43 (12.61%) Data Analysis
13 41 (12.02%) Data Management
14 40 (11.73%) SQL Server Reporting Services
14 40 (11.73%) SAP
14 40 (11.73%) SOA
15 39 (11.44%) Migration
15 39 (11.44%) Security Cleared
15 39 (11.44%) Analytical Skills
16 38 (11.14%) SQL Server Integration Services
16 38 (11.14%) Java
17 35 (10.26%) MS Excel
18 32 (9.38%) Data Migration
19 31 (9.09%) Data Quality
20 29 (8.50%) Telecoms
20 29 (8.50%) .NET
20 29 (8.50%) SC Cleared
21 28 (8.21%) Hadoop

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 21 (6.16%) SAS
2 18 (5.28%) SharePoint
3 6 (1.76%) Apache Spark
4 5 (1.47%) Confluence
5 4 (1.17%) BizTalk Server
5 4 (1.17%) CMS
5 4 (1.17%) Oracle Service Bus
6 3 (0.88%) Elasticsearch
7 2 (0.59%) Apache
7 2 (0.59%) Apache Solr
7 2 (0.59%) Drupal
7 2 (0.59%) MQSeries
7 2 (0.59%) MQSI
7 2 (0.59%) Oracle Workflow
7 2 (0.59%) Sitecore CMS
7 2 (0.59%) Tomcat
7 2 (0.59%) Umbraco
7 2 (0.59%) WebLogic
8 1 (0.29%) Community Server
8 1 (0.29%) WebSphere
Applications
1 35 (10.26%) MS Excel
2 7 (2.05%) MS Office
2 7 (2.05%) MS Project
3 5 (1.47%) MS PowerPoint
4 4 (1.17%) MS Visio
5 3 (0.88%) SPSS
6 1 (0.29%) Spreadsheet
Business Applications
1 19 (5.57%) Dynamics CRM
2 8 (2.35%) SAP Business ByDesign
3 5 (1.47%) SAP IS-U
3 5 (1.47%) SAP Oil and Gas
4 4 (1.17%) Oracle Receivables
4 4 (1.17%) Remedy AR System
4 4 (1.17%) Remedy ITSM
5 2 (0.59%) Cognos Business Intelligence
5 2 (0.59%) Oracle Financials
5 2 (0.59%) Oracle Retail
6 1 (0.29%) OpenText VIM for SAP
6 1 (0.29%) Oracle CRM
6 1 (0.29%) SAP FI-AP
6 1 (0.29%) SAP Travel Management
Cloud Services
1 16 (4.69%) Microsoft Azure
2 8 (2.35%) SaaS
3 2 (0.59%) Amazon AWS
3 2 (0.59%) IaaS
3 2 (0.59%) PaaS
3 2 (0.59%) SuccessFactors
3 2 (0.59%) Veeva
4 1 (0.29%) Google Analytics
4 1 (0.29%) Office 365
Communications & Networking
1 8 (2.35%) CTI
2 5 (1.47%) DNS
2 5 (1.47%) VPN
3 3 (0.88%) Kerberos
3 3 (0.88%) SNMP
4 2 (0.59%) ATM
5 1 (0.29%) Ethernet
5 1 (0.29%) HTTP
5 1 (0.29%) Internet
Database & Business Intelligence
1 77 (22.58%) Data Warehouse
2 59 (17.30%) SQL Server
3 40 (11.73%) SQL Server Reporting Services
4 38 (11.14%) SQL Server Integration Services
5 28 (8.21%) Hadoop
5 28 (8.21%) Relational Database
5 28 (8.21%) SQL Server Analysis Services
6 27 (7.92%) Oracle Database
7 26 (7.62%) Big Data
8 24 (7.04%) BusinessObjects
9 18 (5.28%) Oracle BI EE
10 14 (4.11%) SQL Server 2008
11 12 (3.52%) RDBMS
11 12 (3.52%) SQL Server 2012
12 10 (2.93%) Data Mining
12 10 (2.93%) MySQL
13 9 (2.64%) NoSQL
13 9 (2.64%) Oracle Exadata
13 9 (2.64%) QlikView
14 8 (2.35%) Apache Cassandra
Development Applications
1 20 (5.87%) SoapUI
2 19 (5.57%) Team Foundation Server
3 11 (3.23%) ERwin
4 9 (2.64%) JUnit
5 7 (2.05%) JBehave
6 5 (1.47%) Git (software)
6 5 (1.47%) JIRA
7 4 (1.17%) Subversion
8 3 (0.88%) PowerDesigner
8 3 (0.88%) Talend Open Studio
9 2 (0.59%) Atlassian Bamboo
9 2 (0.59%) Jenkins
9 2 (0.59%) SQL Server Management Studio (SSMS)
9 2 (0.59%) TeamCity
9 2 (0.59%) Toad
9 2 (0.59%) Visual Studio
10 1 (0.29%) Ant
10 1 (0.29%) NUnit
10 1 (0.29%) Oracle Forms
10 1 (0.29%) TortoiseSVN
General
1 56 (16.42%) Finance
2 29 (8.50%) Telecoms
3 20 (5.87%) Retail
4 19 (5.57%) Marketing
5 8 (2.35%) Billing
6 6 (1.76%) Front Office
6 6 (1.76%) Manufacturing
6 6 (1.76%) Pharmaceutical
7 5 (1.47%) Electronics
8 4 (1.17%) Banking
8 4 (1.17%) Publishing
9 3 (0.88%) French Language
9 3 (0.88%) German Language
9 3 (0.88%) Portuguese Language
9 3 (0.88%) Spanish Language
10 2 (0.59%) Investment Banking
11 1 (0.29%) Back Office
11 1 (0.29%) Military
Job Titles
1 92 (26.98%) Analyst
2 86 (25.22%) Architect
3 81 (23.75%) Developer
4 54 (15.84%) Business Analyst
5 44 (12.90%) Data Architect
6 30 (8.80%) Data Analyst
7 29 (8.50%) Designer
8 26 (7.62%) SQL Developer
9 25 (7.33%) Solutions Designer
10 24 (7.04%) Consultant
11 18 (5.28%) SOA Designer
11 18 (5.28%) Solutions Architect
12 17 (4.99%) SOA Solution Designer
13 15 (4.40%) SQL Server Developer
13 15 (4.40%) SSIS Developer
14 13 (3.81%) Telecoms Designer
15 12 (3.52%) Business Intelligence Architect
15 12 (3.52%) Data Modeller
15 12 (3.52%) SSRS Developer
16 11 (3.23%) SOA Architect
Libraries, Frameworks & Software Standards
1 49 (14.37%) XML
2 29 (8.50%) .NET
3 25 (7.33%) SOAP
4 22 (6.45%) Web Services
4 22 (6.45%) XSD
5 20 (5.87%) WSDL
6 19 (5.57%) HTML
7 13 (3.81%) CSS
8 12 (3.52%) MDX
9 9 (2.64%) ADO.NET
10 8 (2.35%) Middleware
11 7 (2.05%) Java EE
11 7 (2.05%) jQuery
12 5 (1.47%) Ajax
12 5 (1.47%) Oracle GoldenGate
12 5 (1.47%) Spring
13 4 (1.17%) .NET Framework
13 4 (1.17%) AngularJS
13 4 (1.17%) REST
14 3 (0.88%) HTML5
Miscellaneous
1 39 (11.44%) Analytical Skills
2 23 (6.74%) Data Integration
3 16 (4.69%) Enterprise Software
4 14 (4.11%) Management Information System
5 13 (3.81%) Replication
6 10 (2.93%) Computer Science
7 9 (2.64%) Data Structures
7 9 (2.64%) Reference Data
8 8 (2.35%) Visualisation
9 7 (2.05%) Mathematics
9 7 (2.05%) NHS
10 5 (1.47%) CMDB
10 5 (1.47%) User Experience
10 5 (1.47%) W3C
11 3 (0.88%) Inversion of Control
11 3 (0.88%) Life Science
11 3 (0.88%) Social Media
11 3 (0.88%) Statistics
12 2 (0.59%) iPad
12 2 (0.59%) Semantic Web
Operating Systems
1 20 (5.87%) Windows
2 18 (5.28%) Unix
3 14 (4.11%) Linux
4 12 (3.52%) Windows Server
5 5 (1.47%) zOS
6 1 (0.29%) Red Hat Enterprise Linux
Processes & Methodologies
1 83 (24.34%) Business Intelligence
2 66 (19.35%) ETL
3 49 (14.37%) Data Architecture
4 45 (13.20%) Agile Software Development
5 44 (12.90%) Analytics
5 44 (12.90%) CRM
6 43 (12.61%) Data Analysis
7 41 (12.02%) Data Management
8 40 (11.73%) SOA
9 39 (11.44%) Migration
10 32 (9.38%) Data Migration
11 27 (7.92%) UML
12 26 (7.62%) Project Management
13 25 (7.33%) Data Governance
14 23 (6.74%) Business Analysis
15 22 (6.45%) Use Case
16 21 (6.16%) Logical Data Model
16 21 (6.16%) Master Data Management
16 21 (6.16%) Systems Analysis
17 20 (5.87%) Unit Testing
Programming Languages
1 108 (31.67%) SQL
2 38 (11.14%) Java
3 28 (8.21%) T-SQL
4 19 (5.57%) C#
5 14 (4.11%) PL/SQL
6 9 (2.64%) JavaScript
6 9 (2.64%) Scala
7 8 (2.35%) XAML
8 6 (1.76%) C
8 6 (1.76%) Python
9 4 (1.17%) C++
9 4 (1.17%) R
10 3 (0.88%) PHP
10 3 (0.88%) VB.NET
11 2 (0.59%) MATLAB
12 1 (0.29%) JCL
12 1 (0.29%) Perl
12 1 (0.29%) Shell Script
12 1 (0.29%) VB
12 1 (0.29%) VBA
Qualifications
1 39 (11.44%) Security Cleared
2 29 (8.50%) SC Cleared
3 28 (8.21%) Degree
4 13 (3.81%) ISEB
5 10 (2.93%) Microsoft Certification
6 6 (1.76%) MCTS
7 5 (1.47%) MCSE
8 4 (1.17%) MCITP
8 4 (1.17%) SAP Certification
9 3 (0.88%) CBAP
9 3 (0.88%) MCAD
9 3 (0.88%) MCPD
10 2 (0.59%) DV Cleared
10 2 (0.59%) MCSD
10 2 (0.59%) PRINCE2 Certification
11 1 (0.29%) ITIL Certification
11 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 31 (9.09%) Data Quality
2 7 (2.05%) QA
3 3 (0.88%) SLA
4 2 (0.59%) Sarbanes-Oxley
5 1 (0.29%) ISO 9000
5 1 (0.29%) Solvency II
System Software
1 7 (2.05%) Active Directory
2 5 (1.47%) Hyper-V
3 2 (0.59%) Varnish
4 1 (0.29%) Virtual Machines
Systems Management
1 5 (1.47%) Data Guard
1 5 (1.47%) SCOM
2 1 (0.29%) HP Quality Center
Vendors
1 88 (25.81%) Oracle
2 53 (15.54%) Microsoft
3 40 (11.73%) SAP
4 17 (4.99%) Informatica
5 8 (2.35%) Remedy
5 8 (2.35%) Teradata
6 7 (2.05%) Cloudera
6 7 (2.05%) IBM
6 7 (2.05%) NetSuite
7 5 (1.47%) Pega
7 5 (1.47%) Sage
8 4 (1.17%) BMC
8 4 (1.17%) Salesforce.com
8 4 (1.17%) Siebel
8 4 (1.17%) Tableau
9 3 (0.88%) hybris
9 3 (0.88%) Hyperion
9 3 (0.88%) ServiceNow
9 3 (0.88%) Talend
10 2 (0.59%) Ektron
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