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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 8 February 2016 with a comparison to the same period in 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.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 93 101 89
Rank change year-on-year
+8 -12
Contract jobs citing Data Modelling 189 171 175
As % of all contract IT jobs located in the South East 2.21% 1.81% 2.09%
As % of the Processes & Methodologies category 2.78% 2.33% 2.81%
Number of daily rates quoted 125 111 93
Average daily rate £450 £420 £425
Average daily rate % change year-on-year
+7.14% -1.17%
90% offered a daily rate of more than £340 £280 £225
10% offered a daily rate of more than £590 £500 £528
UK excluding London average daily rate £438 £425 £400
% change year-on-year
+2.94% +6.25%
Number of hourly rates quoted 1 0 4
Average hourly rate £16.09 - £17.50
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
6805 7324 6228
As % of all contract IT jobs located in the South East 79.53% 77.35% 74.39%
Number of daily rates quoted 4175 4011 3318
Average daily rate £400 £400 £388
Average daily rate % change year-on-year
- +3.22%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £525 £508
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 291 240 261
Average hourly rate £45.00 £30.00 £21.00
Average hourly rate % change year-on-year
+50.00% +42.85%
90% offered a hourly rate of more than £12.50 £12.00 £11.90
10% offered a hourly rate of more than £62.00 £45.50 £50.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Modelling
Jobs Demand Trend in the South East

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the South East region as a proportion of the total demand within 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 8 February 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 average contractor rates quoted in IT jobs citing Data Modelling within the South East region over the 3 months to 8 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +13 57 £450 +10.76% 7
Hampshire +46 55 £425 +21.42% 9
Buckinghamshire +25 28 £390 +0.64% 1
Oxfordshire +5 22 £550 +15.78% 2
Surrey -21 17 £488 - 7
West Sussex -10 3 - - 2
East Sussex +3 2 £285 -43.00% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 8 February 2016, IT contractor jobs across the South East region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 149 (32.53%) Oracle
2 115 (25.11%) Business Intelligence
3 108 (23.58%) SQL
4 102 (22.27%) Data Analysis
5 99 (21.62%) Finance
6 92 (20.09%) Data Warehouse
6 92 (20.09%) Agile Software Development
7 82 (17.90%) Java
8 67 (14.63%) Analytical Skills
9 65 (14.19%) Analytics
10 62 (13.54%) Data Architecture
11 60 (13.10%) Data Integration
11 60 (13.10%) Oracle Database
12 59 (12.88%) Data Management
12 59 (12.88%) Migration
13 57 (12.45%) ETL
13 57 (12.45%) BusinessObjects
14 56 (12.23%) TOGAF
14 56 (12.23%) Degree
15 54 (11.79%) Microsoft
16 51 (11.14%) SAP
16 51 (11.14%) Waterfall
16 51 (11.14%) Logical Data Model
17 50 (10.92%) Business Analysis
18 49 (10.70%) Hadoop
18 49 (10.70%) Big Data
19 47 (10.26%) Enterprise Architecture
20 45 (9.83%) Data Quality
21 44 (9.61%) Relational Database
21 44 (9.61%) SQL Server

Data Modelling
Top Related IT Skills in the South East by Category

For the 6 months to 8 February 2016, IT contractor jobs across the South East region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 38 (8.30%) WebSphere
2 36 (7.86%) SAS
3 31 (6.77%) WebLogic
4 29 (6.33%) Node.js
5 16 (3.49%) SharePoint
6 4 (0.87%) Confluence
6 4 (0.87%) Oracle Service Bus
7 3 (0.66%) BizTalk Server
7 3 (0.66%) CMS
7 3 (0.66%) Tomcat
8 2 (0.44%) Apache Spark
8 2 (0.44%) Documentum
8 2 (0.44%) Oracle SOA Suite
9 1 (0.22%) Apache Solr
9 1 (0.22%) Drupal
9 1 (0.22%) IIS
9 1 (0.22%) JBoss
9 1 (0.22%) NetWeaver
9 1 (0.22%) PowerExchange
9 1 (0.22%) SharePoint 2013
Applications
1 26 (5.68%) MS Excel
2 8 (1.75%) MS PowerPoint
3 7 (1.53%) MS Visio
4 5 (1.09%) MS Office
5 4 (0.87%) SPSS
6 2 (0.44%) MS Project
6 2 (0.44%) Spreadsheet
Business Applications
1 18 (3.93%) Dynamics CRM
2 8 (1.75%) SAP Oil and Gas
3 5 (1.09%) Oracle EBS
4 4 (0.87%) SAP CO
4 4 (0.87%) SAP FI
4 4 (0.87%) SAP FI/CO
5 3 (0.66%) SAP ERP
6 2 (0.44%) Cognos Business Intelligence
6 2 (0.44%) Oracle 11i
6 2 (0.44%) Oracle CRM
6 2 (0.44%) Salesforce.com CRM
6 2 (0.44%) SAP CRM
6 2 (0.44%) SAP FSCM
7 1 (0.22%) SAP BPC
7 1 (0.22%) SAP MDM
Cloud Services
1 35 (7.64%) Amazon AWS
2 30 (6.55%) Microsoft Azure
3 11 (2.40%) Cloud Computing
4 2 (0.44%) SaaS
5 1 (0.22%) Office 365
5 1 (0.22%) SuccessFactors
Communications & Networking
1 5 (1.09%) LDAP
2 4 (0.87%) CTI
3 3 (0.66%) MVNO
4 2 (0.44%) Internet
5 1 (0.22%) Broadband
5 1 (0.22%) Kerberos
5 1 (0.22%) Wi-Fi
Database & Business Intelligence
1 92 (20.09%) Data Warehouse
2 60 (13.10%) Oracle Database
3 57 (12.45%) BusinessObjects
4 49 (10.70%) Big Data
4 49 (10.70%) Hadoop
5 44 (9.61%) Relational Database
5 44 (9.61%) SQL Server
6 43 (9.39%) Oracle BI EE
7 32 (6.99%) NoSQL
8 29 (6.33%) MongoDB
9 24 (5.24%) DB2
10 22 (4.80%) SQL Server Integration Services
11 21 (4.59%) SQL Server Reporting Services
12 19 (4.15%) Oracle Database 11g
13 17 (3.71%) Oracle Reports
14 15 (3.28%) QlikView
15 12 (2.62%) DB2 UDB
15 12 (2.62%) SAP BW
16 11 (2.40%) MySQL
16 11 (2.40%) SQL Server Analysis Services
Development Applications
1 28 (6.11%) Selenium
2 16 (3.49%) Team Foundation Server
3 12 (2.62%) Eclipse
3 12 (2.62%) JBehave
3 12 (2.62%) JUnit
4 8 (1.75%) ERwin
5 6 (1.31%) Introscope
5 6 (1.31%) JIRA
5 6 (1.31%) Subversion
6 5 (1.09%) PowerDesigner
6 5 (1.09%) Toad
7 4 (0.87%) Ant
7 4 (0.87%) Git (software)
7 4 (0.87%) SoapUI
8 3 (0.66%) Rational Rose
9 2 (0.44%) Atlassian Bamboo
9 2 (0.44%) Maven
9 2 (0.44%) NuGet
9 2 (0.44%) Talend Open Studio
9 2 (0.44%) TortoiseSVN
General
1 99 (21.62%) Finance
2 35 (7.64%) Publishing
3 25 (5.46%) Telecoms
4 20 (4.37%) Retail
5 15 (3.28%) Marketing
6 13 (2.84%) Banking
7 11 (2.40%) Legal
8 8 (1.75%) Electronics
8 8 (1.75%) Manufacturing
9 6 (1.31%) General Ledger
10 5 (1.09%) Automotive
11 4 (0.87%) Front Office
11 4 (0.87%) Pharmaceutical
12 2 (0.44%) Billing
12 2 (0.44%) Local Government
12 2 (0.44%) Military
13 1 (0.22%) Multimedia
13 1 (0.22%) Spanish Language
Job Titles
1 147 (32.10%) Architect
2 126 (27.51%) Analyst
3 99 (21.62%) Developer
4 94 (20.52%) Data Architect
5 61 (13.32%) Business Analyst
6 56 (12.23%) Solutions Architect
7 47 (10.26%) Data Analyst
8 39 (8.52%) Consultant
9 24 (5.24%) Business Intelligence Architect
10 21 (4.59%) Designer
11 20 (4.37%) Solutions Designer
12 18 (3.93%) Big Data Architect
12 18 (3.93%) Cloud Solutions Architect
12 18 (3.93%) Java Developer
13 17 (3.71%) Data Modeller
14 15 (3.28%) Oracle Analyst
14 15 (3.28%) SQL Developer
15 14 (3.06%) Project Manager
16 13 (2.84%) Data Business Analyst
16 13 (2.84%) Java Architect
Libraries, Frameworks & Software Standards
1 37 (8.08%) J2EE
2 36 (7.86%) Natural Language Processing
3 31 (6.77%) AngularJS
4 26 (5.68%) XML
5 14 (3.06%) Java EE
5 14 (3.06%) Web Services
6 11 (2.40%) SOAP
7 9 (1.97%) .NET
7 9 (1.97%) Middleware
7 9 (1.97%) Spring
8 8 (1.75%) HTML
9 6 (1.31%) .NET Framework
9 6 (1.31%) CSS
9 6 (1.31%) REST
9 6 (1.31%) XML Schema
10 5 (1.09%) ASP.NET
10 5 (1.09%) HTML5
10 5 (1.09%) jQuery
10 5 (1.09%) JSON
11 4 (0.87%) XSD
Miscellaneous
1 67 (14.63%) Analytical Skills
2 60 (13.10%) Data Integration
3 40 (8.73%) Algorithms
4 18 (3.93%) Management Information System
5 14 (3.06%) Data Structures
6 11 (2.40%) CMDB
6 11 (2.40%) Computer Science
7 10 (2.18%) Reference Data
8 7 (1.53%) Visualisation
9 6 (1.31%) W3C
10 5 (1.09%) FMCG
10 5 (1.09%) Replication
11 4 (0.87%) Cryptography
11 4 (0.87%) Data Extraction
11 4 (0.87%) Enterprise Software
11 4 (0.87%) N-Tier
11 4 (0.87%) Smart Meter
12 3 (0.66%) Clustering
12 3 (0.66%) User Experience
13 2 (0.44%) Linked Data
Operating Systems
1 24 (5.24%) Unix
2 23 (5.02%) Linux
3 15 (3.28%) Windows
4 14 (3.06%) Windows Server
5 2 (0.44%) AIX
5 2 (0.44%) Red Hat Enterprise Linux
5 2 (0.44%) Solaris
6 1 (0.22%) Apple iOS
Processes & Methodologies
1 115 (25.11%) Business Intelligence
2 102 (22.27%) Data Analysis
3 92 (20.09%) Agile Software Development
4 65 (14.19%) Analytics
5 62 (13.54%) Data Architecture
6 59 (12.88%) Data Management
6 59 (12.88%) Migration
7 57 (12.45%) ETL
8 56 (12.23%) TOGAF
9 51 (11.14%) Logical Data Model
9 51 (11.14%) Waterfall
10 50 (10.92%) Business Analysis
11 47 (10.26%) Enterprise Architecture
12 43 (9.39%) Data Analytics
13 42 (9.17%) Content Management
13 42 (9.17%) CRM
14 41 (8.95%) Physical Data Model
15 38 (8.30%) Data Migration
15 38 (8.30%) Zachman Framework
16 37 (8.08%) Machine Learning
Programming Languages
1 108 (23.58%) SQL
2 82 (17.90%) Java
3 40 (8.73%) JavaScript
4 30 (6.55%) Python
5 22 (4.80%) T-SQL
6 21 (4.59%) C#
7 16 (3.49%) ABAP
7 16 (3.49%) PL/SQL
8 9 (1.97%) Shell Script
9 8 (1.75%) VBA
10 6 (1.31%) JCL
11 5 (1.09%) R
12 4 (0.87%) Scala
12 4 (0.87%) XAML
13 3 (0.66%) C++
14 2 (0.44%) C
14 2 (0.44%) Perl
14 2 (0.44%) PHP
14 2 (0.44%) VB
14 2 (0.44%) XPath
Qualifications
1 56 (12.23%) Degree
2 42 (9.17%) Security Cleared
3 34 (7.42%) SC Cleared
4 10 (2.18%) ISEB
5 4 (0.87%) Microsoft Certification
6 3 (0.66%) DV Cleared
6 3 (0.66%) MCSE
6 3 (0.66%) SAP Certification
7 2 (0.44%) ACCA
7 2 (0.44%) BPSS Clearance
7 2 (0.44%) CBAP
7 2 (0.44%) MCT
8 1 (0.22%) ITIL Certification
8 1 (0.22%) MBA
8 1 (0.22%) MCITP
8 1 (0.22%) MCSD
8 1 (0.22%) PhD
8 1 (0.22%) Postgraduate
8 1 (0.22%) PRINCE2 Certification
Quality Assurance & Compliance
1 45 (9.83%) Data Quality
2 8 (1.75%) QA
3 3 (0.66%) GAAP
3 3 (0.66%) SLA
4 1 (0.22%) CRD IV
4 1 (0.22%) Disclosure Scotland
4 1 (0.22%) ISO 9001
System Software
1 3 (0.66%) Active Directory
2 2 (0.44%) GPFS
2 2 (0.44%) VMware Infrastructure
3 1 (0.22%) Varnish
Systems Management
1 6 (1.31%) CA Wily
2 3 (0.66%) Control-M
3 1 (0.22%) HP Quality Center
Vendors
1 149 (32.53%) Oracle
2 54 (11.79%) Microsoft
3 51 (11.14%) SAP
4 25 (5.46%) Informatica
5 16 (3.49%) Teradata
6 10 (2.18%) BMC
7 9 (1.97%) Salesforce.com
8 7 (1.53%) Siebel
9 6 (1.31%) CA
10 5 (1.09%) Cognos
10 5 (1.09%) Sybase
11 4 (0.87%) Tableau
12 3 (0.66%) Ab Initio
12 3 (0.66%) Adobe
12 3 (0.66%) Ariba
12 3 (0.66%) GoldenSource
12 3 (0.66%) IBM
12 3 (0.66%) webMethods
13 2 (0.44%) MicroStrategy
13 2 (0.44%) VMware
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