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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 59 57 44
Rank change year-on-year
-2 -13
Contract jobs citing Data Modelling 11 12 28
As % of all contract IT jobs located in Reading 1.48% 1.27% 3.06%
As % of the Processes & Methodologies category 1.94% 1.68% 4.47%
Number of daily rates quoted 6 5 21
Median daily rate £429 £475 £440
Median daily rate % change year-on-year
-9.78% +7.95%
90% offered a daily rate of more than £363 £469 £350
10% offered a daily rate of more than £525 £520 £590
UK excluding London median daily rate £450 £425 £438
% change year-on-year
+5.88% -2.85%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
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
568 715 626
As % of all contract IT jobs located in Reading 76.45% 75.74% 68.49%
Number of daily rates quoted 277 435 399
Median daily rate £413 £415 £425
Median daily rate % change year-on-year
-0.60% -2.35%
90% offered a daily rate of more than £275 £275 £277
10% offered a daily rate of more than £524 £525 £570
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 22 37 8
Median hourly rate £30.00 £37.09 £27.83
Median hourly rate % change year-on-year
-19.11% +33.27%
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 8 December 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 8 December 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 12 (41.38%) Finance
1 12 (41.38%) Data Warehouse
2 10 (34.48%) Data Architecture
3 8 (27.59%) SQL Server
3 8 (27.59%) Data Management
4 7 (24.14%) Analytical Skills
5 6 (20.69%) Agile Software Development
5 6 (20.69%) SOA
5 6 (20.69%) Data Mapping
6 5 (17.24%) Data Governance
6 5 (17.24%) Kimball Methodology
6 5 (17.24%) Migration
7 4 (13.79%) Oracle
7 4 (13.79%) ETL
7 4 (13.79%) SAS
7 4 (13.79%) Business Intelligence
7 4 (13.79%) Analytics
7 4 (13.79%) Retail
8 3 (10.34%) SQL Server Integration Services
8 3 (10.34%) Enterprise Architecture
8 3 (10.34%) Microsoft
8 3 (10.34%) SAP
8 3 (10.34%) PRINCE2
8 3 (10.34%) Project Management
9 2 (6.90%) Change Management
9 2 (6.90%) Replication
9 2 (6.90%) Banking
9 2 (6.90%) Information Management
9 2 (6.90%) TOGAF
9 2 (6.90%) Windows

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 (13.79%) SAS
2 2 (6.90%) Oracle SOA Suite
3 1 (3.45%) Apache Solr
3 1 (3.45%) BizTalk Server
3 1 (3.45%) Elasticsearch
3 1 (3.45%) JBoss
3 1 (3.45%) SharePoint
Applications
1 2 (6.90%) MS Excel
Business Applications
1 1 (3.45%) Dynamics CRM
1 1 (3.45%) SAP hybris
1 1 (3.45%) Sonata
Cloud Services
1 1 (3.45%) Amazon AWS
1 1 (3.45%) Microsoft Azure
1 1 (3.45%) PaaS
1 1 (3.45%) SaaS
Communications & Networking
1 1 (3.45%) Internet
Database & Business Intelligence
1 12 (41.38%) Data Warehouse
2 8 (27.59%) SQL Server
3 3 (10.34%) SQL Server Integration Services
4 2 (6.90%) BusinessObjects
4 2 (6.90%) OLAP
4 2 (6.90%) OLTP
4 2 (6.90%) QlikView
4 2 (6.90%) Relational Database
4 2 (6.90%) SQL Server 2012
4 2 (6.90%) SQL Server 2014
5 1 (3.45%) CloverETL
5 1 (3.45%) Data Mining
5 1 (3.45%) Hadoop
5 1 (3.45%) Oracle Database
5 1 (3.45%) Pentaho
5 1 (3.45%) RDBMS
5 1 (3.45%) Snowflake Schema
5 1 (3.45%) SQL Server Reporting Services
5 1 (3.45%) Star Schema
Development Applications
1 1 (3.45%) Talend Open Studio
General
1 12 (41.38%) Finance
2 4 (13.79%) Retail
3 2 (6.90%) Banking
3 2 (6.90%) Retail Banking
4 1 (3.45%) Marketing
4 1 (3.45%) Telecoms
Job Titles
1 17 (58.62%) Architect
2 13 (44.83%) Data Architect
3 4 (13.79%) Analyst
3 4 (13.79%) Consultant
4 2 (6.90%) Automation Architect
4 2 (6.90%) Business Intelligence Analyst
4 2 (6.90%) DBA
4 2 (6.90%) Designer
4 2 (6.90%) Developer
4 2 (6.90%) SAP Architect
4 2 (6.90%) SAS Architect
4 2 (6.90%) SAS Consultant
4 2 (6.90%) Solutions Architect
5 1 (3.45%) Android Developer
5 1 (3.45%) Cloud Architect
5 1 (3.45%) Data Scientist
5 1 (3.45%) Hybris Developer
5 1 (3.45%) SOA Designer
5 1 (3.45%) SQL Server Architect
5 1 (3.45%) SQL Server Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 2 (6.90%) Middleware
1 2 (6.90%) REST
1 2 (6.90%) Spring
1 2 (6.90%) Web Services
2 1 (3.45%) .NET
2 1 (3.45%) Apache Camel
2 1 (3.45%) Apache CXF
2 1 (3.45%) Hibernate
2 1 (3.45%) jQuery
2 1 (3.45%) JSF
2 1 (3.45%) JSP
2 1 (3.45%) Spring MVC
2 1 (3.45%) Struts
2 1 (3.45%) XML
2 1 (3.45%) XSD
Miscellaneous
1 7 (24.14%) Analytical Skills
2 2 (6.90%) Market Risk
2 2 (6.90%) Replication
2 2 (6.90%) Visualisation
3 1 (3.45%) Computer Science
3 1 (3.45%) Data Integration
3 1 (3.45%) Data Structures
3 1 (3.45%) Economics
3 1 (3.45%) Mathematics
3 1 (3.45%) Statistics
Operating Systems
1 2 (6.90%) Windows
1 2 (6.90%) Windows Server
2 1 (3.45%) Android
2 1 (3.45%) Apple iOS
Processes & Methodologies
1 10 (34.48%) Data Architecture
2 8 (27.59%) Data Management
3 6 (20.69%) Agile Software Development
3 6 (20.69%) Data Mapping
3 6 (20.69%) SOA
4 5 (17.24%) Data Governance
4 5 (17.24%) Kimball Methodology
4 5 (17.24%) Migration
5 4 (13.79%) Analytics
5 4 (13.79%) Business Intelligence
5 4 (13.79%) ETL
6 3 (10.34%) Enterprise Architecture
6 3 (10.34%) PRINCE2
6 3 (10.34%) Project Management
7 2 (6.90%) Data Analysis
7 2 (6.90%) Data Migration
7 2 (6.90%) Database Security
7 2 (6.90%) Information Management
7 2 (6.90%) Predictive Analytics
7 2 (6.90%) TOGAF
Programming Languages
1 2 (6.90%) Java
1 2 (6.90%) T-SQL
2 1 (3.45%) Apple Swift
2 1 (3.45%) SQL
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
System Software
1 1 (3.45%) Active Directory
Vendors
1 4 (13.79%) Oracle
2 3 (10.34%) Microsoft
2 3 (10.34%) SAP
3 1 (3.45%) Cognos
3 1 (3.45%) hybris
3 1 (3.45%) Informatica
3 1 (3.45%) Talend