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 contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 68 95 93
Rank change year-on-year
+27 -2
Contract jobs citing Data Modelling 52 29 31
As % of all contract IT jobs located in Berkshire 2.16% 1.13% 1.27%
As % of the Processes & Methodologies category 2.70% 1.46% 1.64%
Number of daily rates quoted 33 19 17
Median daily rate £440 £425 £360
Median daily rate % change year-on-year
+3.52% +18.05%
90% offered a daily rate of more than £350 £315 £190
10% offered a daily rate of more than £555 £575 £475
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 £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
1924 1989 1890
As % of all contract IT jobs located in Berkshire 80.03% 77.42% 77.36%
Number of daily rates quoted 1029 1053 897
Median daily rate £420 £375 £375
Median daily rate % change year-on-year
+12.00% -
90% offered a daily rate of more than £285 £245 £245
10% offered a daily rate of more than £525 £515 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 69 72 22
Median hourly rate £19.61 £30.00 £19.00
Median hourly rate % change year-on-year
-34.63% +57.89%
90% offered a hourly rate of more than £12.42 £14.50 £13.80
10% offered a hourly rate of more than £32.00 £42.90 £44.50
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

Data Modelling
Jobs Demand Trend in Berkshire

The demand trend of contract jobs across the Berkshire 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 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 24 July 2016.

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 median contractor rates quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 24 July 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
Reading +10 18 £423 -11.97% 4
Slough +16 11 £450 +41.17% 4
Newbury -1 10 £360 -4.00%
Bracknell - 4 £550 - 2
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 July 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 Berkshire region with a requirement for Data Modelling.

1 31 (31.31%) SQL
2 30 (30.30%) Business Intelligence
3 23 (23.23%) Oracle
3 23 (23.23%) Finance
4 22 (22.22%) .NET
5 21 (21.21%) Data Architecture
6 20 (20.20%) Web Services
7 19 (19.19%) ETL
8 18 (18.18%) CRM
8 18 (18.18%) Java
9 17 (17.17%) Windows
10 16 (16.16%) Microsoft
10 16 (16.16%) Data Warehouse
10 16 (16.16%) Analytical Skills
11 15 (15.15%) Big Data
11 15 (15.15%) Use Case
12 14 (14.14%) Data Management
12 14 (14.14%) XML
12 14 (14.14%) Telecoms
12 14 (14.14%) Relational Database
13 13 (13.13%) Analytics
13 13 (13.13%) Knowledge Management
14 12 (12.12%) Business Analysis
14 12 (12.12%) Unit Testing
14 12 (12.12%) Migration
14 12 (12.12%) C#
15 11 (11.11%) HTML
15 11 (11.11%) Remedy
15 11 (11.11%) Dynamics CRM
15 11 (11.11%) Systems Analysis

Data Modelling
Top Related IT Skills in Berkshire 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 10 (10.10%) SharePoint
2 5 (5.05%) SAS
3 2 (2.02%) BizTalk Server
3 2 (2.02%) Confluence
3 2 (2.02%) MQSeries
3 2 (2.02%) MQSI
3 2 (2.02%) Oracle Workflow
3 2 (2.02%) Tomcat
4 1 (1.01%) Apache
4 1 (1.01%) CMS
4 1 (1.01%) Community Server
4 1 (1.01%) Elasticsearch
4 1 (1.01%) WebLogic
4 1 (1.01%) WebLogic Portal
Applications
1 7 (7.07%) MS Project
2 6 (6.06%) MS Excel
3 1 (1.01%) MS Visio
3 1 (1.01%) Spreadsheet
3 1 (1.01%) SPSS
Business Applications
1 11 (11.11%) Dynamics CRM
2 8 (8.08%) Oracle Receivables
2 8 (8.08%) Remedy AR System
2 8 (8.08%) Remedy ITSM
3 2 (2.02%) Oracle Financials
3 2 (2.02%) Oracle Retail
3 2 (2.02%) SAP Business ByDesign
4 1 (1.01%) Oracle CRM
4 1 (1.01%) SAP Oil and Gas
Cloud Services
1 10 (10.10%) Microsoft Azure
2 2 (2.02%) SuccessFactors
3 1 (1.01%) Google Analytics
3 1 (1.01%) Office 365
Communications & Networking
1 8 (8.08%) CTI
2 5 (5.05%) DNS
2 5 (5.05%) VPN
3 3 (3.03%) Kerberos
3 3 (3.03%) SNMP
4 1 (1.01%) HTTP
4 1 (1.01%) Internet
Database & Business Intelligence
1 16 (16.16%) Data Warehouse
2 15 (15.15%) Big Data
3 14 (14.14%) Relational Database
4 11 (11.11%) SQL Server Reporting Services
5 10 (10.10%) SQL Server
6 9 (9.09%) SQL Server Analysis Services
7 7 (7.07%) SQL Server Integration Services
8 6 (6.06%) Hadoop
9 4 (4.04%) Oracle Database
10 3 (3.03%) Datazen
10 3 (3.03%) Microsoft Analysis Services
10 3 (3.03%) Power BI
11 2 (2.02%) MySQL
11 2 (2.02%) Oracle ODI
11 2 (2.02%) SAS EBI
12 1 (1.01%) BusinessObjects
12 1 (1.01%) MS Access
12 1 (1.01%) PowerCenter
12 1 (1.01%) RDBMS
12 1 (1.01%) SQL Server 2008
Development Applications
1 11 (11.11%) Team Foundation Server
2 2 (2.02%) JIRA
2 2 (2.02%) JUnit
2 2 (2.02%) Subversion
3 1 (1.01%) Ant
3 1 (1.01%) Eclipse
General
1 23 (23.23%) Finance
2 14 (14.14%) Telecoms
3 10 (10.10%) Retail
4 7 (7.07%) Billing
5 6 (6.06%) Marketing
6 3 (3.03%) French Language
6 3 (3.03%) German Language
6 3 (3.03%) Portuguese Language
6 3 (3.03%) Spanish Language
7 1 (1.01%) Banking
7 1 (1.01%) Electronics
7 1 (1.01%) Manufacturing
7 1 (1.01%) Publishing
7 1 (1.01%) Retail Banking
Job Titles
1 36 (36.36%) Architect
2 19 (19.19%) Data Architect
3 18 (18.18%) Analyst
4 17 (17.17%) Developer
5 14 (14.14%) Consultant
6 13 (13.13%) Business Analyst
7 9 (9.09%) CRM Consultant
7 9 (9.09%) Technical Architect
8 8 (8.08%) CRM Developer
8 8 (8.08%) Technical Leader
9 6 (6.06%) Data Analyst
9 6 (6.06%) Designer
9 6 (6.06%) Dynamics CRM Developer
9 6 (6.06%) Lead Architect
9 6 (6.06%) Solutions Designer
9 6 (6.06%) Technical Analyst
9 6 (6.06%) Technical Business Analyst
9 6 (6.06%) Technical Consultant
10 5 (5.05%) Senior Developer
10 5 (5.05%) Support Engineer
Libraries, Frameworks & Software Standards
1 22 (22.22%) .NET
2 20 (20.20%) Web Services
3 14 (14.14%) XML
4 11 (11.11%) HTML
5 8 (8.08%) ADO.NET
6 5 (5.05%) CSS
7 3 (3.03%) .NET Framework
7 3 (3.03%) ADO
7 3 (3.03%) Ajax
7 3 (3.03%) Autofac
7 3 (3.03%) Entity Framework
7 3 (3.03%) jQuery
7 3 (3.03%) JSP
7 3 (3.03%) Node.js
7 3 (3.03%) ODBC
7 3 (3.03%) OLE
7 3 (3.03%) OLE DB
7 3 (3.03%) SOAP
7 3 (3.03%) Spring
7 3 (3.03%) XML Schema
Miscellaneous
1 16 (16.16%) Analytical Skills
2 9 (9.09%) CMDB
3 6 (6.06%) Enterprise Software
4 4 (4.04%) Computer Science
4 4 (4.04%) Data Integration
4 4 (4.04%) Reference Data
5 3 (3.03%) Data Structures
5 3 (3.03%) Inversion of Control
5 3 (3.03%) Life Science
5 3 (3.03%) Management Information System
5 3 (3.03%) W3C
6 2 (2.02%) iPad
6 2 (2.02%) Market Risk
6 2 (2.02%) Replication
6 2 (2.02%) Visualisation
7 1 (1.01%) Blog
7 1 (1.01%) Data Conversion
7 1 (1.01%) FMCG
7 1 (1.01%) Mathematics
7 1 (1.01%) Ontologies
Operating Systems
1 17 (17.17%) Windows
2 10 (10.10%) Unix
2 10 (10.10%) Windows Server
3 1 (1.01%) Linux
3 1 (1.01%) Red Hat Enterprise Linux
3 1 (1.01%) Solaris
Processes & Methodologies
1 30 (30.30%) Business Intelligence
2 21 (21.21%) Data Architecture
3 19 (19.19%) ETL
4 18 (18.18%) CRM
5 15 (15.15%) Use Case
6 14 (14.14%) Data Management
7 13 (13.13%) Analytics
7 13 (13.13%) Knowledge Management
8 12 (12.12%) Business Analysis
8 12 (12.12%) Migration
8 12 (12.12%) Unit Testing
9 11 (11.11%) Systems Analysis
10 10 (10.10%) Requirements Analysis
10 10 (10.10%) SOA
11 9 (9.09%) ITSM
11 9 (9.09%) Master Data Management
11 9 (9.09%) Workflow
12 8 (8.08%) Logical Data Model
12 8 (8.08%) Physical Data Model
12 8 (8.08%) Workflow Development
Programming Languages
1 31 (31.31%) SQL
2 18 (18.18%) Java
3 12 (12.12%) C#
4 8 (8.08%) XAML
5 5 (5.05%) Python
5 5 (5.05%) T-SQL
6 4 (4.04%) C
7 3 (3.03%) C++
7 3 (3.03%) R
7 3 (3.03%) Scala
7 3 (3.03%) VB.NET
8 2 (2.02%) JavaScript
9 1 (1.01%) MATLAB
9 1 (1.01%) Perl
9 1 (1.01%) PHP
9 1 (1.01%) PL/SQL
9 1 (1.01%) VBA
9 1 (1.01%) XPath
Qualifications
1 10 (10.10%) Security Cleared
2 6 (6.06%) Degree
3 5 (5.05%) MCSE
3 5 (5.05%) Microsoft Certification
4 4 (4.04%) SC Cleared
5 3 (3.03%) CBAP
5 3 (3.03%) MCAD
5 3 (3.03%) MCPD
5 3 (3.03%) MCTS
6 2 (2.02%) MCSD
7 1 (1.01%) ITIL Certification
7 1 (1.01%) Postgraduate
Quality Assurance & Compliance
1 7 (7.07%) Data Quality
2 3 (3.03%) SLA
System Software
1 7 (7.07%) Active Directory
2 5 (5.05%) Hyper-V
3 1 (1.01%) Virtual Machines
Systems Management
1 5 (5.05%) SCOM
2 1 (1.01%) Oracle EDQ
Vendors
1 23 (23.23%) Oracle
2 16 (16.16%) Microsoft
3 11 (11.11%) Remedy
4 8 (8.08%) BMC
5 6 (6.06%) SAP
6 5 (5.05%) Ab Initio
7 4 (4.04%) Siebel
7 4 (4.04%) Teradata
8 3 (3.03%) hybris
9 2 (2.02%) Google
10 1 (1.01%) Cloudera
10 1 (1.01%) Cramer
10 1 (1.01%) Informatica
10 1 (1.01%) OpenLink
10 1 (1.01%) Red Hat
10 1 (1.01%) Salesforce.com
10 1 (1.01%) ServiceNow
10 1 (1.01%) Software AG
10 1 (1.01%) Trillium
10 1 (1.01%) webMethods
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