The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Berkshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 28 July 2015 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
28 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 87 88 71
Rank change year-on-year
+1 -17
Contract jobs citing Data Modelling 30 34 54
As % of all contract IT jobs located in Berkshire 1.17% 1.35% 2.23%
As % of the Processes & Methodologies category 1.58% 1.82% 3.18%
Number of daily rates quoted 20 18 25
Average daily rate
Keep up to 90%
of your Daily Rate
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£450 £343 £370
Average daily rate % change year-on-year
+31.38% -7.43%
90% offered a daily rate of more than £315 £190 £333
10% offered a daily rate of more than £575 £475 £525
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £16.00
UK excluding London average hourly rate £42.00 £22.69 £37.80
% change year-on-year
+85.08% -39.96%
Data Modelling
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1899 1873 1696
As % of all contract IT jobs located in Berkshire 73.89% 74.47% 69.91%
Number of daily rates quoted 1024 891 741
Average daily rate £375 £375 £400
Average daily rate % change year-on-year
- -6.25%
90% offered a daily rate of more than £250 £243 £220
10% offered a daily rate of more than £525 £500 £520
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 69 21 32
Average hourly rate £30.00 £17.07 £30.00
Average hourly rate % change year-on-year
+75.74% -43.10%
90% offered a hourly rate of more than £14.50 £13.80 £14.50
10% offered a hourly rate of more than £41.50 £44.50 £37.50
UK excluding London average hourly rate £30.00 £26.98 £31.00
% change year-on-year
+11.21% -12.98%

Data Modelling
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Berkshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Berkshire

Data Modelling
Daily Rate Trend in Berkshire

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

Data Modelling Daily Rate Trend in Berkshire

Data Modelling
Daily Rate Histogram in Berkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Berkshire region over the 3 months to 28 July 2015.

Data Modelling Daily Rate Histogram in Berkshire

Data Modelling
Hourly Rate Trend in Berkshire

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

Data Modelling Hourly Rate Trend in Berkshire

Data Modelling
Contract Job Locations in Berkshire

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 Berkshire region over the 3 months to 28 July 2015. 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
Reading 0 13 £480 +47.69% 4
Newbury +3 8 £375 +4.16% 1
Slough +2 2 £319 -15.56% 3
Wokingham - 2 £588 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 28 July 2015, IT contractor jobs across the Berkshire 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 24 (27.91%) SQL
2 23 (26.74%) Oracle
2 23 (26.74%) Business Intelligence
3 22 (25.58%) ETL
4 21 (24.42%) Data Warehouse
5 20 (23.26%) SQL Server
6 19 (22.09%) Java
7 18 (20.93%) Data Analysis
8 17 (19.77%) Data Management
8 17 (19.77%) Microsoft
9 15 (17.44%) SOA
10 14 (16.28%) Degree
11 13 (15.12%) JavaScript
12 12 (13.95%) Telecoms
12 12 (13.95%) Migration
12 12 (13.95%) Teradata
13 11 (12.79%) Stakeholder Management
13 11 (12.79%) Data Migration
13 11 (12.79%) Data Architecture
14 10 (11.63%) SQL Server Integration Services
14 10 (11.63%) Project Management
14 10 (11.63%) MySQL
14 10 (11.63%) MS Excel
15 9 (10.47%) Data Cleansing
15 9 (10.47%) Master Data Management
15 9 (10.47%) Logical Data Model
16 8 (9.30%) Data Governance
16 8 (9.30%) Informix
16 8 (9.30%) SAP
16 8 (9.30%) .NET

Data Modelling
Top Related IT Skills in Berkshire by Category

For the 6 months to 28 July 2015, IT contractor jobs across the Berkshire 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 6 (6.98%) ArcGIS
2 3 (3.49%) SharePoint
3 2 (2.33%) SAS
4 1 (1.16%) BizTalk Server
4 1 (1.16%) Apache
4 1 (1.16%) WebSphere
4 1 (1.16%) nginx
4 1 (1.16%) Confluence
4 1 (1.16%) MediaWiki
4 1 (1.16%) OpenStack
Applications
1 10 (11.63%) MS Excel
2 3 (3.49%) MS Office
3 2 (2.33%) MS Visio
4 1 (1.16%) MS PowerPoint
4 1 (1.16%) PowerPivot
4 1 (1.16%) MS Project
Business Applications
1 3 (3.49%) Dynamics CRM
2 1 (1.16%) Remedy ITSM
2 1 (1.16%) WebTrends
Cloud Services
1 1 (1.16%) Google Analytics
1 1 (1.16%) Amazon AWS
1 1 (1.16%) SaaS
1 1 (1.16%) PaaS
1 1 (1.16%) Adobe Analytics
1 1 (1.16%) IaaS
Communications & Networking
1 2 (2.33%) Internet
1 2 (2.33%) Firewall
2 1 (1.16%) IPsec
2 1 (1.16%) Network Security
2 1 (1.16%) OSPF
2 1 (1.16%) BGP
2 1 (1.16%) EIGRP
2 1 (1.16%) LDAP
2 1 (1.16%) LAN
2 1 (1.16%) WAN
2 1 (1.16%) FTP
2 1 (1.16%) HTTP
2 1 (1.16%) VPN
2 1 (1.16%) DNS
2 1 (1.16%) IPv6
Database & Business Intelligence
1 21 (24.42%) Data Warehouse
2 20 (23.26%) SQL Server
3 10 (11.63%) MySQL
3 10 (11.63%) SQL Server Integration Services
4 8 (9.30%) Informix
5 5 (5.81%) Star Schema
5 5 (5.81%) SQL Server Analysis Services
5 5 (5.81%) SQL Server Reporting Services
6 4 (4.65%) Relational Database
6 4 (4.65%) Oracle ODI
7 3 (3.49%) Data Mart
7 3 (3.49%) BusinessObjects
7 3 (3.49%) Microsoft Analysis Services
8 2 (2.33%) DB2
8 2 (2.33%) SQL Server 2012
8 2 (2.33%) Hadoop
8 2 (2.33%) Oracle Database
9 1 (1.16%) SAS Data Integration Studio
9 1 (1.16%) Cognos Query Studio
9 1 (1.16%) Cognos Analysis Studio
Development Applications
1 5 (5.81%) JIRA
2 3 (3.49%) VSS/SourceSafe
2 3 (3.49%) ERwin
3 2 (2.33%) Jenkins
3 2 (2.33%) Git (software)
4 1 (1.16%) Cucumber
4 1 (1.16%) Hudson
4 1 (1.16%) Subversion
General
1 12 (13.95%) Telecoms
2 6 (6.98%) Finance
3 5 (5.81%) Spanish Language
4 4 (4.65%) Retail
5 2 (2.33%) Marketing
6 1 (1.16%) Pharmaceutical
6 1 (1.16%) Billing
6 1 (1.16%) Legal
Job Titles
1 25 (29.07%) Architect
2 24 (27.91%) Analyst
3 21 (24.42%) Developer
4 20 (23.26%) Data Architect
5 10 (11.63%) Business Analyst
5 10 (11.63%) Data Analyst
6 8 (9.30%) Data Manager
7 7 (8.14%) Lead Developer
8 6 (6.98%) Enterprise Architect
8 6 (6.98%) Senior Manager
8 6 (6.98%) Enterprise Data Architect
9 5 (5.81%) Designer
9 5 (5.81%) Data Modeller
9 5 (5.81%) Data Migration Analyst
10 4 (4.65%) Java Developer
10 4 (4.65%) Consultant
10 4 (4.65%) ETL Designer
11 3 (3.49%) CRM Developer
11 3 (3.49%) Data Consultant
11 3 (3.49%) Lead Architect
Libraries, Frameworks & Software Standards
1 8 (9.30%) .NET
2 7 (8.14%) HTML
2 7 (8.14%) jQuery
3 5 (5.81%) HTML5
3 5 (5.81%) REST
3 5 (5.81%) SOAP
4 4 (4.65%) XML
4 4 (4.65%) Spring
5 3 (3.49%) Spring MVC
5 3 (3.49%) Twitter Bootstrap
5 3 (3.49%) Web Services
5 3 (3.49%) Hibernate
5 3 (3.49%) J2EE
6 2 (2.33%) MDX
7 1 (1.16%) SailPoint
7 1 (1.16%) EJB
7 1 (1.16%) CSS
7 1 (1.16%) XSD
7 1 (1.16%) XSL
7 1 (1.16%) XSLT
Miscellaneous
1 8 (9.30%) Management Information System
2 6 (6.98%) GIS
2 6 (6.98%) Computer Science
3 3 (3.49%) Analytical Skills
4 2 (2.33%) Data Structures
4 2 (2.33%) Visualisation
4 2 (2.33%) Statistics
5 1 (1.16%) EPoS
5 1 (1.16%) CMDB
5 1 (1.16%) Wiki
5 1 (1.16%) Reference Data
5 1 (1.16%) Social Media
5 1 (1.16%) Data Centre
Operating Systems
1 7 (8.14%) UNIX
2 3 (3.49%) Linux
3 1 (1.16%) Windows Server 2003
3 1 (1.16%) Debian
3 1 (1.16%) Ubuntu
3 1 (1.16%) CentOS
3 1 (1.16%) Windows
Processes & Methodologies
1 23 (26.74%) Business Intelligence
2 22 (25.58%) ETL
3 18 (20.93%) Data Analysis
4 17 (19.77%) Data Management
5 15 (17.44%) SOA
6 12 (13.95%) Migration
7 11 (12.79%) Stakeholder Management
7 11 (12.79%) Data Migration
7 11 (12.79%) Data Architecture
8 10 (11.63%) Project Management
9 9 (10.47%) Data Cleansing
9 9 (10.47%) Master Data Management
9 9 (10.47%) Logical Data Model
10 8 (9.30%) Data Governance
11 7 (8.14%) Physical Data Model
11 7 (8.14%) Analytics
11 7 (8.14%) Capacity Planning
11 7 (8.14%) Validation
11 7 (8.14%) Agile Software Development
12 6 (6.98%) Service Management
Programming Languages
1 24 (27.91%) SQL
2 19 (22.09%) Java
3 13 (15.12%) JavaScript
4 6 (6.98%) MATLAB
5 3 (3.49%) T-SQL
6 2 (2.33%) Perl
6 2 (2.33%) PL/SQL
6 2 (2.33%) Data Analysis Expressions (DAX)
7 1 (1.16%) C
7 1 (1.16%) C#
7 1 (1.16%) C++
7 1 (1.16%) Jython
7 1 (1.16%) Ruby
7 1 (1.16%) XPath
7 1 (1.16%) Bash Shell
7 1 (1.16%) PHP
7 1 (1.16%) VBScript
7 1 (1.16%) Python
7 1 (1.16%) Shell Script
Qualifications
1 14 (16.28%) Degree
2 7 (8.14%) Security Cleared
3 5 (5.81%) SC Cleared
4 1 (1.16%) PMP
4 1 (1.16%) PMI Certification
4 1 (1.16%) ISTQB
4 1 (1.16%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 4 (4.65%) Data Quality
2 1 (1.16%) SLA
System Software
1 2 (2.33%) VMware Infrastructure
2 1 (1.16%) Postfix
2 1 (1.16%) XenServer
2 1 (1.16%) Docker
2 1 (1.16%) iptables
2 1 (1.16%) Samba
Systems Management
1 1 (1.16%) ZABBIX
1 1 (1.16%) Puppet
1 1 (1.16%) Opscode Chef
1 1 (1.16%) Salt
Vendors
1 23 (26.74%) Oracle
2 17 (19.77%) Microsoft
3 12 (13.95%) Teradata
4 8 (9.30%) webMethods
4 8 (9.30%) SAP
5 7 (8.14%) Informatica
6 6 (6.98%) Mapinfo
6 6 (6.98%) Ab Initio
7 2 (2.33%) VMware
7 2 (2.33%) IBM
7 2 (2.33%) CA
7 2 (2.33%) Netezza
8 1 (1.16%) Hitwise
8 1 (1.16%) MicroStrategy
8 1 (1.16%) Red Hat
8 1 (1.16%) Cognos
8 1 (1.16%) Adobe
8 1 (1.16%) Citrix
8 1 (1.16%) Capita
8 1 (1.16%) Google
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