The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Reading region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 42 67 47
Rank change year-on-year
+25 -20
Contract jobs citing Data Modelling 18 9 20
As % of all contract IT jobs located in Reading 2.55% 0.88% 2.39%
As % of the Processes & Methodologies category 3.42% 1.20% 3.38%
Number of daily rates quoted 12 7 11
Median daily rate £550 £475 £475
Median daily rate % change year-on-year
+15.78% -
90% offered a daily rate of more than £355 £340 £275
10% offered a daily rate of more than £648 £518 £590
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
Data Modelling
Berkshire

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

Processes & Methodologies Category
Reading
Contract IT job ads with a match in the
Processes & Methodologies category
527 753 592
As % of all contract IT jobs located in Reading 74.75% 73.75% 70.64%
Number of daily rates quoted 291 505 329
Median daily rate £400 £420 £425
Median daily rate % change year-on-year
-4.76% -1.17%
90% offered a daily rate of more than £265 £265 £275
10% offered a daily rate of more than £575 £558 £563
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 15 19 12
Median hourly rate £20.00 £37.09 £19.00
Median hourly rate % change year-on-year
-46.07% +95.21%
90% offered a hourly rate of more than £15.00 £30.90 £16.30
10% offered a hourly rate of more than £36.73 £37.09 £59.00
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

Data Modelling
Jobs Demand Trend in Reading

The demand trend of contract jobs across the Reading 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 Reading

Data Modelling
Daily Rate Trend in Reading

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

Data Modelling Daily Rate Trend in Reading

Data Modelling
Daily Rate Histogram in Reading

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Reading region over the 3 months to 30 September 2016.

Data Modelling Daily Rate Histogram in Reading

Data Modelling
Hourly Rate Trend in Reading

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

Data Modelling Hourly Rate Trend in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 30 September 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 Reading region with a requirement for Data Modelling.

1 13 (37.14%) Finance
2 10 (28.57%) Data Warehouse
3 8 (22.86%) Data Architecture
4 7 (20.00%) Data Mapping
4 7 (20.00%) Business Intelligence
4 7 (20.00%) Data Management
5 6 (17.14%) Retail
5 6 (17.14%) Agile Software Development
5 6 (17.14%) SOA
5 6 (17.14%) SQL
5 6 (17.14%) SQL Server
5 6 (17.14%) Microsoft
6 5 (14.29%) Migration
6 5 (14.29%) SAP
6 5 (14.29%) Oracle
6 5 (14.29%) SQL Server Reporting Services
6 5 (14.29%) Business Analysis
6 5 (14.29%) Data Governance
6 5 (14.29%) Kimball Methodology
6 5 (14.29%) Analytical Skills
7 4 (11.43%) Relational Database
7 4 (11.43%) Microsoft Azure
7 4 (11.43%) SQL Server Integration Services
7 4 (11.43%) Enterprise Architecture
7 4 (11.43%) .NET
7 4 (11.43%) SAS
7 4 (11.43%) Windows
7 4 (11.43%) Project Management
8 3 (8.57%) Active Directory
8 3 (8.57%) Web Services

Data Modelling
Top Related IT Skills in Reading 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 4 (11.43%) SAS
2 2 (5.71%) MQSeries
2 2 (5.71%) MQSI
2 2 (5.71%) SharePoint
3 1 (2.86%) Apache Solr
3 1 (2.86%) BizTalk Server
3 1 (2.86%) Elasticsearch
3 1 (2.86%) JBoss
Applications
1 1 (2.86%) MS Excel
1 1 (2.86%) MS Visio
Business Applications
1 3 (8.57%) Dynamics CRM
2 2 (5.71%) Oracle Financials
2 2 (5.71%) Oracle Retail
3 1 (2.86%) SAP Business ByDesign
3 1 (2.86%) SAP hybris
3 1 (2.86%) SAP Oil and Gas
Cloud Services
1 4 (11.43%) Microsoft Azure
2 1 (2.86%) Amazon AWS
2 1 (2.86%) PaaS
2 1 (2.86%) SaaS
2 1 (2.86%) SuccessFactors
Communications & Networking
1 2 (5.71%) CTI
1 2 (5.71%) DNS
1 2 (5.71%) VPN
2 1 (2.86%) Internet
Database & Business Intelligence
1 10 (28.57%) Data Warehouse
2 6 (17.14%) SQL Server
3 5 (14.29%) SQL Server Reporting Services
4 4 (11.43%) Relational Database
4 4 (11.43%) SQL Server Integration Services
5 3 (8.57%) SQL Server Analysis Services
6 1 (2.86%) Data Mining
6 1 (2.86%) Hadoop
6 1 (2.86%) MS Access
6 1 (2.86%) RDBMS
6 1 (2.86%) SQL Server 2008
Development Applications
1 3 (8.57%) Team Foundation Server
General
1 13 (37.14%) Finance
2 6 (17.14%) Retail
3 2 (5.71%) Banking
3 2 (5.71%) Marketing
3 2 (5.71%) Retail Banking
3 2 (5.71%) Telecoms
4 1 (2.86%) Electronics
4 1 (2.86%) French Language
4 1 (2.86%) German Language
4 1 (2.86%) Manufacturing
4 1 (2.86%) Portuguese Language
4 1 (2.86%) Spanish Language
Job Titles
1 16 (45.71%) Architect
2 9 (25.71%) Data Architect
3 5 (14.29%) Analyst
3 5 (14.29%) Developer
4 4 (11.43%) Consultant
4 4 (11.43%) Project Manager
5 3 (8.57%) Business Intelligence Manager
5 3 (8.57%) Business Intelligence Project Manager
5 3 (8.57%) Data Analyst
6 2 (5.71%) Automation Architect
6 2 (5.71%) Azure Architect
6 2 (5.71%) Business Manager
6 2 (5.71%) Business Project Manager
6 2 (5.71%) CRM Developer
6 2 (5.71%) Dynamics CRM Developer
6 2 (5.71%) SAP Architect
6 2 (5.71%) SAS Architect
6 2 (5.71%) Senior Developer
6 2 (5.71%) SQL Analyst
6 2 (5.71%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (11.43%) .NET
2 3 (8.57%) Web Services
3 2 (5.71%) ADO.NET
3 2 (5.71%) Middleware
3 2 (5.71%) REST
3 2 (5.71%) Spring
4 1 (2.86%) Apache Camel
4 1 (2.86%) Apache CXF
4 1 (2.86%) Hibernate
4 1 (2.86%) jQuery
4 1 (2.86%) JSF
4 1 (2.86%) JSP
4 1 (2.86%) Spring MVC
4 1 (2.86%) Struts
4 1 (2.86%) XML
4 1 (2.86%) XSD
Miscellaneous
1 5 (14.29%) Analytical Skills
2 3 (8.57%) Reference Data
3 2 (5.71%) Computer Science
3 2 (5.71%) Data Structures
3 2 (5.71%) Market Risk
3 2 (5.71%) Replication
4 1 (2.86%) Economics
4 1 (2.86%) Mathematics
4 1 (2.86%) Statistics
4 1 (2.86%) User Experience
4 1 (2.86%) Visualisation
Operating Systems
1 4 (11.43%) Windows
2 3 (8.57%) Windows Server
3 1 (2.86%) Android
3 1 (2.86%) Apple iOS
Processes & Methodologies
1 8 (22.86%) Data Architecture
2 7 (20.00%) Business Intelligence
2 7 (20.00%) Data Management
2 7 (20.00%) Data Mapping
3 6 (17.14%) Agile Software Development
3 6 (17.14%) SOA
4 5 (14.29%) Business Analysis
4 5 (14.29%) Data Governance
4 5 (14.29%) Kimball Methodology
4 5 (14.29%) Migration
5 4 (11.43%) Enterprise Architecture
5 4 (11.43%) Project Management
6 3 (8.57%) CRM
6 3 (8.57%) Process Improvement
6 3 (8.57%) Unit Testing
7 2 (5.71%) Data Migration
7 2 (5.71%) Digital Marketing
7 2 (5.71%) Information Management
7 2 (5.71%) Load Balancing
7 2 (5.71%) Translating Business Requirements
Programming Languages
1 6 (17.14%) SQL
2 2 (5.71%) C#
2 2 (5.71%) Java
2 2 (5.71%) XAML
3 1 (2.86%) Apple Swift
3 1 (2.86%) PL/SQL
3 1 (2.86%) T-SQL
Qualifications
1 2 (5.71%) Degree
1 2 (5.71%) SC Cleared
1 2 (5.71%) Security Cleared
2 1 (2.86%) MCAD
2 1 (2.86%) MCPD
2 1 (2.86%) MCSE
2 1 (2.86%) MCTS
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.86%) Data Quality
System Software
1 3 (8.57%) Active Directory
2 2 (5.71%) Hyper-V
Systems Management
1 2 (5.71%) SCOM
Vendors
1 6 (17.14%) Microsoft
2 5 (14.29%) Oracle
2 5 (14.29%) SAP
3 1 (2.86%) hybris
3 1 (2.86%) Teradata